feat: adds Component Inputs telemetry#10254
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Added a new set of field types that should not be tracked in telemetry due to their sensitive nature, including PASSWORD, AUTH, FILE, CONNECTION, and MCP. Updated relevant input classes to ensure telemetry tracking is disabled for these sensitive fields, enhancing data privacy and security.
…tion support Added new fields to the ComponentPayload and ComponentInputsPayload classes, including component_id and component_run_id, to improve telemetry data tracking. Introduced a serialize_input_values function to handle JSON serialization of component input values, ensuring robust handling of input data for telemetry purposes.
Added functionality to track and cache telemetry input values within the Component class. Introduced a method to determine if inputs should be tracked based on sensitivity and an accessor for retrieving cached telemetry data, enhancing the robustness of telemetry handling.
Introduced a new method, log_package_component_inputs, to the TelemetryService for logging telemetry data related to component inputs. This enhancement improves the tracking capabilities of the telemetry system, allowing for more detailed insights into component interactions.
Added functionality to log component input telemetry both during successful execution and error cases. Introduced a unique component_run_id for each execution to improve tracking. This update ensures comprehensive telemetry data collection, enhancing the robustness of the telemetry system.
Added tests for the new component_id and component_run_id fields in ComponentPayload and ComponentInputsPayload classes. Introduced a new test suite for ComponentInputTelemetry, covering serialization of various data types and handling of edge cases. This update improves the robustness and coverage of telemetry data handling in the system.
Changed the default value of track_in_telemetry from True to False in the BaseInputMixin class. Updated documentation to clarify that telemetry tracking is now opt-in and can be explicitly enabled for individual input types, enhancing data privacy and control.
Modified the default value of `track_in_telemetry` for various input classes to enhance data privacy. Regular inputs now default to False, while safe inputs like `IntInput` and `BoolInput` default to True, ensuring explicit opt-in for telemetry tracking. Updated related tests to reflect these changes.
This commit adds two new optional fields to ComponentInputsPayload: - chunk_index: Index of this chunk in a split payload sequence - total_chunks: Total number of chunks in the split sequence Both fields default to None and use camelCase aliases for serialization. This is Task 1 of the telemetry query parameter splitting implementation. Tests included: - Verify fields exist and can be set - Verify camelCase serialization aliases work correctly - Verify fields default to None when not provided Generated with Claude Code (https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
…g of oversized inputs This commit enhances the ComponentInputsPayload class by implementing functionality to automatically split input values into multiple chunks if they exceed the maximum URL size limit. Key changes include: - Added methods for calculating URL size, truncating oversized values, and splitting payloads. - Updated component_inputs field to accept a dictionary instead of a string for better handling of input values. - Improved documentation for the ComponentInputsPayload class to reflect the new splitting behavior and usage examples. These changes aim to improve telemetry data handling and ensure compliance with URL length restrictions.
…yloads This commit updates the log_package_component_inputs method in the TelemetryService class to split component input payloads into multiple requests if they exceed the maximum URL size limit. Key changes include: - Added logic to split the payload using the new split_if_needed method. - Each chunk is queued separately for telemetry logging. These improvements ensure better handling of telemetry data while adhering to URL length restrictions.
This commit introduces a centralized constant, MAX_TELEMETRY_URL_SIZE, to define the maximum URL length for telemetry GET requests. Key changes include: - Added MAX_TELEMETRY_URL_SIZE constant to schema.py for better maintainability. - Updated split_if_needed method in ComponentInputsPayload to use the new constant instead of a hardcoded value. - Adjusted the TelemetryService to reference the centralized constant for URL size limits. These changes enhance code clarity and ensure consistent handling of URL size limits across the telemetry service.
This commit modifies the tests for ComponentInputsPayload to utilize a dictionary for component inputs instead of a serialized JSON string. Key changes include: - Renamed the test method to reflect the new input type. - Removed unnecessary serialization steps and assertions related to JSON strings. - Added assertions to verify the correct handling of dictionary inputs. These changes streamline the testing process and improve clarity in how component inputs are represented.
This commit introduces integration tests for the TelemetryService to verify its handling of large and small payloads. Key changes include: - Added tests to ensure large payloads are split into multiple chunks and queued correctly. - Implemented a test to confirm that small payloads are not split and result in a single queued event. - Created a mock settings service for testing purposes. These tests enhance the reliability of the telemetry service by ensuring proper payload management.
This commit expands the test suite for ComponentInputsPayload by adding various scenarios to ensure robust handling of input payloads. Key changes include: - Introduced tests for calculating URL size, ensuring it returns a positive integer and accounts for encoding. - Added tests to verify the splitting logic for large payloads, including checks for chunk metadata and preservation of fixed fields. - Implemented property-based tests using Hypothesis to validate that all chunks respect the maximum URL size and preserve original data. These enhancements improve the reliability and coverage of the ComponentInputsPayload tests, ensuring proper functionality under various conditions.
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Important Review skippedAuto incremental reviews are disabled on this repository. Please check the settings in the CodeRabbit UI or the You can disable this status message by setting the WalkthroughAdds per-component telemetry inputs collection, splitting, and dispatch. Extends telemetry schema with ComponentInputsPayload and new fields on ComponentPayload; updates service to queue chunked input events; integrates into component build flow. Introduces telemetry opt-in flags on LFX inputs and caches serialized inputs in custom components. Updates multiple starter project dependency versions. Adjusts tests and secrets baseline. Changes
Sequence Diagram(s)sequenceDiagram
autonumber
participant Client
participant BuildAPI as Build API
participant Component
participant Telemetry as TelemetryService
rect rgb(245,248,255)
note right of BuildAPI: Start component build
BuildAPI->>BuildAPI: Generate component_run_id
BuildAPI->>Component: map_inputs()
Component-->>BuildAPI: trackable inputs (optional)
alt inputs available
BuildAPI->>Telemetry: log_package_component_inputs(ComponentInputsPayload)
Telemetry->>Telemetry: split_if_needed()
loop for each chunk
Telemetry->>Telemetry: _queue_event("component_inputs", chunk)
end
end
end
rect rgb(240,255,245)
note right of BuildAPI: Execute component
BuildAPI->>Component: execute()
Component-->>BuildAPI: result
BuildAPI->>Telemetry: _queue_event("component", ComponentPayload{success=true, componentId, componentRunId})
end
rect rgb(255,245,245)
note right of BuildAPI: Error path
BuildAPI--xComponent: execute()
BuildAPI->>BuildAPI: generate error run_id
opt inputs available
BuildAPI->>Telemetry: log_package_component_inputs(ComponentInputsPayload)
end
BuildAPI->>Telemetry: _queue_event("component", ComponentPayload{success=false, error, componentId, componentRunId})
end
Estimated code review effort🎯 3 (Moderate) | ⏱️ ~30 minutes Possibly related PRs
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✅ Passed checks (5 passed)
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Actionable comments posted: 3
🧹 Nitpick comments (9)
src/backend/base/langflow/services/telemetry/service.py (1)
150-162: Split uses fixed base URL; consider actual base_url to avoid oversize/undersize chunksPayload splitting relies on ComponentInputsPayload’s internal URL-size calc using a default base URL. If self.base_url differs, chunks may exceed (or underutilize) the limit. Consider passing/using the actual base URL in the size calculation (API change in schema) to keep behavior precise. Otherwise this method looks solid.
Would you verify that the schema’s _calculate_url_size uses the same base URL configured here?
src/lfx/src/lfx/inputs/input_mixin.py (1)
44-51: Good privacy defaults; minor typing nitSENSITIVE_FIELD_TYPES and the opt‑in track_in_telemetry default are appropriate. Optionally annotate the constant for clearer typing:
-SENSITIVE_FIELD_TYPES = { +SENSITIVE_FIELD_TYPES: set[FieldTypes] = {Also applies to: 109-114
src/lfx/src/lfx/custom/custom_component/component.py (2)
532-549: Harden serialization and avoid breaking component initializationserialize(input_.value) can raise for unusual types. Wrap to prevent init-time failures and skip un-serializable values.
- if self._should_track_input(input_): - telemetry_values[input_.name] = serialize(input_.value) + if self._should_track_input(input_): + try: + telemetry_values[input_.name] = serialize(input_.value) + except Exception: + # Skip values we can't serialize for telemetry + continue
920-945: Keep telemetry cache in sync when inputs changeWhen set_input_value updates a tracked input, also update (or remove) the cached telemetry entry so callers get current values.
try: self._inputs[name].value = value except Exception as e: msg = f"Error setting input value for {name}: {e}" raise ValueError(msg) from e + # Keep telemetry cache in sync + try: + input_obj = self._inputs[name] + if self._should_track_input(input_obj): + serialized = serialize(value) + if self._telemetry_input_values is None: + self._telemetry_input_values = {} + self._telemetry_input_values[name] = serialized + elif self._telemetry_input_values: + self._telemetry_input_values.pop(name, None) + except Exception: + # Best-effort; ignore telemetry update errors + pass if hasattr(self._inputs[name], "load_from_db"): self._inputs[name].load_from_db = Falsesrc/backend/tests/unit/services/telemetry/test_component_inputs_splitting.py (2)
260-260: Replace magic number 2000 with MAX_TELEMETRY_URL_SIZEUse the shared constant to avoid drift if the limit changes.
Apply this diff:
- assert chunk_size <= 2000 + assert chunk_size <= MAX_TELEMETRY_URL_SIZEAlso applies to: 303-303, 331-331
347-466: Optional: disable Hypothesis deadlines to prevent flakinessThese property tests do repeated httpx/orjson work; add settings(deadline=None) (and optionally tune max_examples) to reduce spurious DeadlineExceeded.
Example:
from hypothesis import settings @settings(deadline=None) @given(...) def test_property_split_never_exceeds_max_size(...): ...src/backend/tests/integration/test_telemetry_splitting_integration.py (1)
39-43: Assert queued path equals "component_inputs"Strengthen the test by asserting the path value for each queued event.
Apply this diff:
for event in queued_events: assert isinstance(event, tuple) assert len(event) == 3 + assert event[2] == "component_inputs"src/backend/base/langflow/api/build.py (1)
380-396: Generate component_run_id once and reuse across success/error; avoid deriving name from ID
- Move component_run_id creation to the start of _build_vertex and reuse in all branches. This guarantees joinability of inputs/execution even for late failures.
- Prefer a stable component name source (e.g., vertex.display_name or class/type) over vertex_id.split("-")[0].
Apply these diffs:
- # Generate run_id for this component execution - component_run_id = str(uuid.uuid4()) + # component_run_id is generated once per _build_vertex invocation (see note below)- # Generate run_id for this component execution (error case) - component_run_id = str(uuid.uuid4()) + # Reuse the same component_run_id generated at function startAnd add near the top of _build_vertex (outside the selected ranges):
# At the beginning of _build_vertex (right after locals like flow_id_str/start_time): component_run_id = str(uuid.uuid4()) # If available, prefer a metadata-driven name, e.g.: component_name = getattr(vertex, "name", None) or getattr(vertex, "display_name", None) or vertex_id.split("-")[0]Also applies to: 411-439
src/backend/base/langflow/services/telemetry/schema.py (1)
101-167: Optional: factor out duplicate test‑payload construction in _truncate_value_to_fitBoth branches build nearly identical ComponentInputsPayload test objects. Extract a tiny helper to reduce duplication and speed up binary search loops slightly.
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.secrets.baseline(1 hunks)src/backend/base/langflow/api/build.py(2 hunks)src/backend/base/langflow/initial_setup/starter_projects/Basic Prompt Chaining.json(1 hunks)src/backend/base/langflow/initial_setup/starter_projects/Basic Prompting.json(1 hunks)src/backend/base/langflow/initial_setup/starter_projects/Blog Writer.json(1 hunks)src/backend/base/langflow/initial_setup/starter_projects/Custom Component Generator.json(1 hunks)src/backend/base/langflow/initial_setup/starter_projects/Document Q&A.json(1 hunks)src/backend/base/langflow/initial_setup/starter_projects/Financial Report Parser.json(1 hunks)src/backend/base/langflow/initial_setup/starter_projects/Hybrid Search RAG.json(2 hunks)src/backend/base/langflow/initial_setup/starter_projects/Image Sentiment Analysis.json(1 hunks)src/backend/base/langflow/initial_setup/starter_projects/Instagram Copywriter.json(2 hunks)src/backend/base/langflow/initial_setup/starter_projects/Invoice Summarizer.json(2 hunks)src/backend/base/langflow/initial_setup/starter_projects/Knowledge Retrieval.json(1 hunks)src/backend/base/langflow/initial_setup/starter_projects/Market Research.json(2 hunks)src/backend/base/langflow/initial_setup/starter_projects/Meeting Summary.json(3 hunks)src/backend/base/langflow/initial_setup/starter_projects/Memory Chatbot.json(1 hunks)src/backend/base/langflow/initial_setup/starter_projects/News Aggregator.json(4 hunks)src/backend/base/langflow/initial_setup/starter_projects/Nvidia Remix.json(3 hunks)src/backend/base/langflow/initial_setup/starter_projects/Pokédex Agent.json(2 hunks)src/backend/base/langflow/initial_setup/starter_projects/Portfolio Website Code Generator.json(1 hunks)src/backend/base/langflow/initial_setup/starter_projects/Price Deal Finder.json(2 hunks)src/backend/base/langflow/initial_setup/starter_projects/Research Agent.json(2 hunks)src/backend/base/langflow/initial_setup/starter_projects/Research Translation Loop.json(1 hunks)src/backend/base/langflow/initial_setup/starter_projects/SEO Keyword Generator.json(1 hunks)src/backend/base/langflow/initial_setup/starter_projects/SaaS Pricing.json(2 hunks)src/backend/base/langflow/initial_setup/starter_projects/Search agent.json(3 hunks)src/backend/base/langflow/initial_setup/starter_projects/Sequential Tasks Agents.json(5 hunks)src/backend/base/langflow/initial_setup/starter_projects/Simple Agent.json(2 hunks)src/backend/base/langflow/initial_setup/starter_projects/Social Media Agent.json(4 hunks)src/backend/base/langflow/initial_setup/starter_projects/Text Sentiment Analysis.json(2 hunks)src/backend/base/langflow/initial_setup/starter_projects/Travel Planning Agents.json(4 hunks)src/backend/base/langflow/initial_setup/starter_projects/Twitter Thread Generator.json(1 hunks)src/backend/base/langflow/initial_setup/starter_projects/Vector Store RAG.json(3 hunks)src/backend/base/langflow/initial_setup/starter_projects/Youtube Analysis.json(3 hunks)src/backend/base/langflow/services/telemetry/schema.py(2 hunks)src/backend/base/langflow/services/telemetry/service.py(2 hunks)src/backend/tests/integration/test_exception_telemetry.py(5 hunks)src/backend/tests/integration/test_telemetry_splitting_integration.py(1 hunks)src/backend/tests/unit/services/telemetry/test_component_inputs_splitting.py(1 hunks)src/lfx/src/lfx/custom/custom_component/component.py(4 hunks)src/lfx/src/lfx/inputs/input_mixin.py(3 hunks)src/lfx/src/lfx/inputs/inputs.py(11 hunks)
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{src/backend/**/*.py,tests/**/*.py,Makefile}
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{src/backend/**/*.py,tests/**/*.py,Makefile}: Run make format_backend to format Python code before linting or committing changes
Run make lint to perform linting checks on backend Python code
Files:
src/backend/base/langflow/services/telemetry/service.pysrc/backend/tests/integration/test_telemetry_splitting_integration.pysrc/backend/base/langflow/services/telemetry/schema.pysrc/backend/tests/unit/services/telemetry/test_component_inputs_splitting.pysrc/backend/tests/integration/test_exception_telemetry.pysrc/backend/base/langflow/api/build.py
src/backend/tests/**/*.py
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src/backend/tests/**/*.py: Unit tests for backend code must be located in the 'src/backend/tests/' directory, with component tests organized by component subdirectory under 'src/backend/tests/unit/components/'.
Test files should use the same filename as the component under test, with an appropriate test prefix or suffix (e.g., 'my_component.py' → 'test_my_component.py').
Use the 'client' fixture (an async httpx.AsyncClient) for API tests in backend Python tests, as defined in 'src/backend/tests/conftest.py'.
When writing component tests, inherit from the appropriate base class in 'src/backend/tests/base.py' (ComponentTestBase, ComponentTestBaseWithClient, or ComponentTestBaseWithoutClient) and provide the required fixtures: 'component_class', 'default_kwargs', and 'file_names_mapping'.
Each test in backend Python test files should have a clear docstring explaining its purpose, and complex setups or mocks should be well-commented.
Test both sync and async code paths in backend Python tests, using '@pytest.mark.asyncio' for async tests.
Mock external dependencies appropriately in backend Python tests to isolate unit tests from external services.
Test error handling and edge cases in backend Python tests, including using 'pytest.raises' and asserting error messages.
Validate input/output behavior and test component initialization and configuration in backend Python tests.
Use the 'no_blockbuster' pytest marker to skip the blockbuster plugin in tests when necessary.
Be aware of ContextVar propagation in async tests; test both direct event loop execution and 'asyncio.to_thread' scenarios to ensure proper context isolation.
Test error handling by mocking internal functions using monkeypatch in backend Python tests.
Test resource cleanup in backend Python tests by using fixtures that ensure proper initialization and cleanup of resources.
Test timeout and performance constraints in backend Python tests using 'asyncio.wait_for' and timing assertions.
Test Langflow's Messag...
Files:
src/backend/tests/integration/test_telemetry_splitting_integration.pysrc/backend/tests/unit/services/telemetry/test_component_inputs_splitting.pysrc/backend/tests/integration/test_exception_telemetry.py
**/@(test_*.py|*.test.@(ts|tsx))
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For API endpoints, verify both success and error response testing
Files:
src/backend/tests/integration/test_telemetry_splitting_integration.pysrc/backend/tests/unit/services/telemetry/test_component_inputs_splitting.pysrc/backend/tests/integration/test_exception_telemetry.py
**/test_*.py
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src/backend/tests/integration/test_telemetry_splitting_integration.pysrc/backend/tests/unit/services/telemetry/test_component_inputs_splitting.pysrc/backend/tests/integration/test_exception_telemetry.py
src/backend/tests/unit/**/*.py
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Test component integration within flows using create_flow, build_flow, and get_build_events utilities
Files:
src/backend/tests/unit/services/telemetry/test_component_inputs_splitting.py
src/backend/**/*component*.py
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In your Python component class, set the
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src/backend/tests/unit/services/telemetry/test_component_inputs_splitting.py
🧬 Code graph analysis (6)
src/backend/base/langflow/services/telemetry/service.py (1)
src/backend/base/langflow/services/telemetry/schema.py (2)
ComponentInputsPayload(52-262)split_if_needed(168-262)
src/backend/tests/integration/test_telemetry_splitting_integration.py (2)
src/backend/base/langflow/services/telemetry/schema.py (1)
ComponentInputsPayload(52-262)src/backend/base/langflow/services/telemetry/service.py (3)
TelemetryService(33-229)_queue_event(114-117)log_package_component_inputs(150-161)
src/backend/base/langflow/services/telemetry/schema.py (1)
src/lfx/src/lfx/custom/custom_component/component.py (1)
log(1505-1522)
src/backend/tests/unit/services/telemetry/test_component_inputs_splitting.py (1)
src/backend/base/langflow/services/telemetry/schema.py (3)
ComponentInputsPayload(52-262)_calculate_url_size(82-99)split_if_needed(168-262)
src/backend/tests/integration/test_exception_telemetry.py (3)
src/backend/base/langflow/services/telemetry/schema.py (2)
ComponentPayload(43-49)ComponentInputsPayload(52-262)src/lfx/src/lfx/inputs/input_mixin.py (1)
FieldTypes(18-39)src/lfx/src/lfx/inputs/inputs.py (4)
BoolInput(418-431)IntInput(346-379)SecretStrInput(287-343)StrInput(126-182)
src/backend/base/langflow/api/build.py (3)
src/backend/base/langflow/services/telemetry/schema.py (2)
ComponentInputsPayload(52-262)ComponentPayload(43-49)src/lfx/src/lfx/custom/custom_component/component.py (1)
get_telemetry_input_values(560-563)src/backend/base/langflow/services/telemetry/service.py (2)
log_package_component_inputs(150-161)log_package_component(147-148)
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🔇 Additional comments (23)
src/backend/base/langflow/initial_setup/starter_projects/Youtube Analysis.json (3)
300-302: Dependency bump looks good.Incrementing
langchain_coreto 0.3.79 keeps this starter aligned with the rest of the PR’s ecosystem updates. No further changes needed.
766-768: Agent dependency update acknowledged.
langchain_core0.3.79 matches the other starter updates and should keep the agent tooling consistent.
1580-1583: FastAPI bump is consistent.Moving to FastAPI 0.119.0 aligns this starter project with the upgraded baseline elsewhere in the PR.
src/backend/base/langflow/initial_setup/starter_projects/Pokédex Agent.json (1)
381-382: Version bump looks consistent.The FastAPI and langchain_core updates align with the broader dependency refresh—no issues spotted here.
Also applies to: 1198-1199
src/backend/base/langflow/initial_setup/starter_projects/Hybrid Search RAG.json (1)
714-714: Starter template dependency bump looks good.The updated
fastapiandlangchain_coreversions align with the telemetry work in this PR. ✅Also applies to: 1858-1858
src/backend/base/langflow/initial_setup/starter_projects/Travel Planning Agents.json (2)
487-488: fastapi 0.119.0 bump looks goodNice to see the starter project tracking the latest FastAPI release; no issues spotted with this metadata tweak.
1625-1626: langchain_core version alignmentThanks for keeping every agent entry in sync at 0.3.79—helps prevent mismatched starter dependencies.
Also applies to: 2266-2267, 2908-2909
src/backend/base/langflow/initial_setup/starter_projects/Knowledge Retrieval.json (1)
244-245: fastapi bump acknowledgedVersion pin updated to 0.119.0 here as well—looks consistent with the other starter JSON.
src/backend/base/langflow/initial_setup/starter_projects/Research Translation Loop.json (1)
413-415: FastAPI bump LGTM.The template’s dependency metadata now points to FastAPI 0.119.0; nothing else changed and this aligns with the broader dependency sweep. Looks good.
src/backend/base/langflow/initial_setup/starter_projects/Market Research.json (1)
464-466: Version updates look consistent.Both FastAPI 0.119.0 and langchain_core 0.3.79 align with the repo-wide bump; no other metadata shifts observed. All good.
Also applies to: 1506-1510
src/backend/base/langflow/initial_setup/starter_projects/Custom Component Generator.json (1)
2195-2204: FastAPI bump aligns with the starter upgrades.The dependency metadata now points at FastAPI 0.119.0, matching the repo-wide starter updates mentioned in the PR. No blockers spotted.
src/backend/base/langflow/initial_setup/starter_projects/Social Media Agent.json (1)
160-161: Dependency bumps look good.The langchain_core and fastapi version bumps are consistent with the wider telemetry changes and align with the rest of the PR. No issues spotted.
Also applies to: 391-392, 960-961, 1250-1251
src/backend/base/langflow/initial_setup/starter_projects/Vector Store RAG.json (2)
1048-1054: Dependency bump looks good.fastapi → 0.119.0 keeps us on the latest patch without known incompatibilities for this template. ✅
3444-3450: Nice keeping langchain_core current.Updating to 0.3.79 aligns the starter with the latest langchain releases and should be safe here.
.secrets.baseline (1)
1403-1415: Confirm new baseline entry is a false positive.Please double-check that the value flagged at
src/lfx/src/lfx/inputs/input_mixin.pyLine 21 is truly non-sensitive before locking it into the baseline. If it’s intentional, consider adding an inline allowlist pragma (or similar) near the source so we don’t have to maintain it here.src/backend/base/langflow/initial_setup/starter_projects/Basic Prompt Chaining.json (1)
621-621: Version bump LGTM.fastapi 0.119.0 is already used elsewhere in this PR; keeping the starter project in sync makes sense.
src/backend/base/langflow/initial_setup/starter_projects/Search agent.json (3)
115-115: scrapegraph_py bump looks good.Aligning the template with 1.34.0 keeps us current with ScrapeGraph’s API fixes.
556-556: FastAPI version update approved.0.119.0 matches the rest of the templates, so this keeps dependencies consistent.
905-905: langchain_core patch bump works for me.Moving to 0.3.79 tracks the upstream fixes without breaking changes.
src/backend/base/langflow/initial_setup/starter_projects/Basic Prompting.json (1)
573-573: FastAPI patch upgrade acknowledged.Keeping this starter on 0.119.0 preserves parity with the other templates.
src/backend/base/langflow/initial_setup/starter_projects/Research Agent.json (1)
1630-1631: Version bumps look fine; please confirm runtime compatibility
- fastapi 0.118.0 → 0.119.0
- langchain_core 0.3.78 → 0.3.79
These are minor updates; LGTM. Please confirm starter flow still runs end-to-end with these versions in your environment.
Also applies to: 2538-2539
src/lfx/src/lfx/inputs/inputs.py (1)
285-285: Per-input telemetry flags align with privacy goalsSensitive types are opted out; safe numeric/boolean/UI types are opted in. LGTM.
Also applies to: 302-302, 357-357, 393-393, 431-431, 497-497, 509-509, 524-524, 570-570, 632-632, 647-647
src/backend/base/langflow/services/telemetry/schema.py (1)
82-100: Ensure encoding used for size calculation matches actual send logic_split_if_needed uses _calculate_url_size which JSON‑encodes componentInputs, but TelemetryService.send_telemetry_data appears to pass model_dump(...) directly as params. This mismatch can cause chunks to exceed the real URL size at runtime.
Please align behaviors by JSON‑encoding componentInputs at send time, or by adding a model_serializer/params builder on ComponentInputsPayload that ensures consistent encoding across both sizing and sending. Example change (in TelemetryService.send_telemetry_data):
params = payload.model_dump(by_alias=True, exclude_none=True, exclude_unset=True) if "componentInputs" in params and isinstance(params["componentInputs"], dict): import orjson params["componentInputs"] = orjson.dumps(params["componentInputs"]).decode("utf-8") await self.client.get(url, params=params)
Comment on lines
+210
to
234
| def test_component_inputs_payload_creation_and_serialization(self): | ||
| """Test ComponentInputsPayload creation and serialization.""" | ||
| from langflow.services.telemetry.schema import ComponentInputsPayload | ||
|
|
||
| payload = ComponentInputsPayload( | ||
| component_run_id="run-abc-123", | ||
| component_id="OpenAIModel-xyz789", | ||
| component_name="OpenAIModel", | ||
| component_inputs='{"temperature":0.7,"model":"gpt-4"}', | ||
| ) | ||
|
|
||
| assert payload.component_run_id == "run-abc-123" | ||
| assert payload.component_id == "OpenAIModel-xyz789" | ||
| assert payload.component_name == "OpenAIModel" | ||
| assert payload.component_inputs == '{"temperature":0.7,"model":"gpt-4"}' | ||
|
|
||
| serialized = payload.model_dump(by_alias=True) | ||
| expected = { | ||
| "componentRunId": "run-abc-123", | ||
| "componentId": "OpenAIModel-xyz789", | ||
| "componentName": "OpenAIModel", | ||
| "componentInputs": '{"temperature":0.7,"model":"gpt-4"}', | ||
| "clientType": None, | ||
| } | ||
| assert serialized == expected |
Contributor
There was a problem hiding this comment.
Fix type mismatch: component_inputs must be a dict, not JSON string
Schema defines component_inputs: dict[str, Any]. Passing a JSON string will fail validation and also diverges from splitting/encoding logic.
Apply this diff:
- payload = ComponentInputsPayload(
- component_run_id="run-abc-123",
- component_id="OpenAIModel-xyz789",
- component_name="OpenAIModel",
- component_inputs='{"temperature":0.7,"model":"gpt-4"}',
- )
+ payload = ComponentInputsPayload(
+ component_run_id="run-abc-123",
+ component_id="OpenAIModel-xyz789",
+ component_name="OpenAIModel",
+ component_inputs={"temperature": 0.7, "model": "gpt-4"},
+ )
@@
- expected = {
+ expected = {
"componentRunId": "run-abc-123",
"componentId": "OpenAIModel-xyz789",
"componentName": "OpenAIModel",
- "componentInputs": '{"temperature":0.7,"model":"gpt-4"}',
+ "componentInputs": {"temperature": 0.7, "model": "gpt-4"},
"clientType": None,
}Committable suggestion skipped: line range outside the PR's diff.
🤖 Prompt for AI Agents
In src/backend/tests/integration/test_exception_telemetry.py around lines 210 to
234, the test passes component_inputs as a JSON string but the schema defines
component_inputs as dict[str, Any]; change the payload creation to pass a Python
dict (e.g. {"temperature": 0.7, "model": "gpt-4"}) instead of the JSON string,
update the inline assertion that checks payload.component_inputs to expect the
dict, and update the expected serialized dict to have componentInputs set to
that dict (not a JSON string) so the model_dump(by_alias=True) comparison
matches the schema.
Comment on lines
+575
to
+591
| run_id = "run-xyz-789" | ||
|
|
||
| # First component | ||
| payload1 = ComponentInputsPayload( | ||
| component_run_id=run_id, | ||
| component_id="Component1-abc", | ||
| component_name="Component1", | ||
| component_inputs='{"input1":"value1"}', | ||
| ) | ||
|
|
||
| # Second component with same run_id | ||
| payload2 = ComponentInputsPayload( | ||
| component_run_id=run_id, | ||
| component_id="Component2-def", | ||
| component_name="Component2", | ||
| component_inputs='{"input2":"value2"}', | ||
| ) |
Contributor
There was a problem hiding this comment.
Fix type mismatch in multi‑payload run: use dicts for component_inputs
Both payloads should pass dicts to match schema and splitting behavior.
Apply this diff:
payload1 = ComponentInputsPayload(
component_run_id=run_id,
component_id="Component1-abc",
component_name="Component1",
- component_inputs='{"input1":"value1"}',
+ component_inputs={"input1": "value1"},
)
@@
payload2 = ComponentInputsPayload(
component_run_id=run_id,
component_id="Component2-def",
component_name="Component2",
- component_inputs='{"input2":"value2"}',
+ component_inputs={"input2": "value2"},
)📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
Suggested change
| run_id = "run-xyz-789" | |
| # First component | |
| payload1 = ComponentInputsPayload( | |
| component_run_id=run_id, | |
| component_id="Component1-abc", | |
| component_name="Component1", | |
| component_inputs='{"input1":"value1"}', | |
| ) | |
| # Second component with same run_id | |
| payload2 = ComponentInputsPayload( | |
| component_run_id=run_id, | |
| component_id="Component2-def", | |
| component_name="Component2", | |
| component_inputs='{"input2":"value2"}', | |
| ) | |
| run_id = "run-xyz-789" | |
| # First component | |
| payload1 = ComponentInputsPayload( | |
| component_run_id=run_id, | |
| component_id="Component1-abc", | |
| component_name="Component1", | |
| component_inputs={"input1": "value1"}, | |
| ) | |
| # Second component with same run_id | |
| payload2 = ComponentInputsPayload( | |
| component_run_id=run_id, | |
| component_id="Component2-def", | |
| component_name="Component2", | |
| component_inputs={"input2": "value2"}, | |
| ) |
🤖 Prompt for AI Agents
In src/backend/tests/integration/test_exception_telemetry.py around lines
575-591 the ComponentInputsPayload instances pass JSON strings for
component_inputs, causing a type mismatch with the expected schema and splitting
logic; change component_inputs from JSON strings to Python dicts for both
payload1 and payload2 (e.g. component_inputs={"input1": "value1"} and
component_inputs={"input2": "value2"}) so the payloads match the schema and
splitting behavior.
Comment on lines
+550
to
+559
| def _should_track_input(self, input_obj: InputTypes) -> bool: | ||
| """Check if input should be tracked in telemetry.""" | ||
| from lfx.inputs.input_mixin import SENSITIVE_FIELD_TYPES | ||
|
|
||
| # Respect opt-out flag | ||
| if not getattr(input_obj, "track_in_telemetry", True): | ||
| return False | ||
| # Auto-exclude sensitive field types | ||
| return not (hasattr(input_obj, "field_type") and input_obj.field_type in SENSITIVE_FIELD_TYPES) | ||
|
|
Contributor
There was a problem hiding this comment.
Fix opt‑in default to avoid unintended telemetry collection
_getattr(..., True) defaults to tracking when the attribute is absent, which contradicts the documented opt‑in default and can leak values from inputs that don’t declare track_in_telemetry (e.g., fallback Input). Default should be False.
Apply:
- # Respect opt-out flag
- if not getattr(input_obj, "track_in_telemetry", True):
+ # Respect opt-in flag; default to False when absent
+ if not getattr(input_obj, "track_in_telemetry", False):
return False📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
Suggested change
| def _should_track_input(self, input_obj: InputTypes) -> bool: | |
| """Check if input should be tracked in telemetry.""" | |
| from lfx.inputs.input_mixin import SENSITIVE_FIELD_TYPES | |
| # Respect opt-out flag | |
| if not getattr(input_obj, "track_in_telemetry", True): | |
| return False | |
| # Auto-exclude sensitive field types | |
| return not (hasattr(input_obj, "field_type") and input_obj.field_type in SENSITIVE_FIELD_TYPES) | |
| def _should_track_input(self, input_obj: InputTypes) -> bool: | |
| """Check if input should be tracked in telemetry.""" | |
| from lfx.inputs.input_mixin import SENSITIVE_FIELD_TYPES | |
| # Respect opt-in flag; default to False when absent | |
| if not getattr(input_obj, "track_in_telemetry", False): | |
| return False | |
| # Auto-exclude sensitive field types | |
| return not (hasattr(input_obj, "field_type") and input_obj.field_type in SENSITIVE_FIELD_TYPES) |
🤖 Prompt for AI Agents
In src/lfx/src/lfx/custom/custom_component/component.py around lines 550 to 559,
the getattr call currently defaults missing track_in_telemetry to True which
causes opt‑out behavior; change the default to False so inputs that don't
declare track_in_telemetry are not tracked by default. Update the check to use
getattr(input_obj, "track_in_telemetry", False) (preserving the subsequent
logic) and run related tests to ensure sensitive inputs remain excluded.
![codeflash-ai[bot]](https://avatars.githubusercontent.com/in/413177?s=60&v=4){kind=small}
Co-authored-by: codeflash-ai[bot] <148906541+codeflash-ai[bot]@users.noreply.github.com>
Contributor
|
This PR is now faster! 🚀 Gabriel Luiz Freitas Almeida accepted my code suggestion above. |
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This commit introduces a new function, _log_component_input_telemetry, to centralize the logic for logging component input telemetry. The function is called in two places within the generate_flow_events function, improving code readability and maintainability by reducing duplication. This change enhances the clarity of telemetry handling in the flow generation process.
This commit refines the truncation logic for input values in the ComponentInputsPayload class. The previous binary search method for string values has been simplified, allowing for direct truncation of both string and non-string values. This change enhances code clarity and maintains functionality while ensuring optimal handling of oversized inputs.
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removed this pull request from the merge queue due to a conflict with the base branch
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andifilhohub
pushed a commit
to andifilhohub/langflow
that referenced
this pull request
Nov 19, 2025
* feat: Introduce telemetry tracking for sensitive field types Added a new set of field types that should not be tracked in telemetry due to their sensitive nature, including PASSWORD, AUTH, FILE, CONNECTION, and MCP. Updated relevant input classes to ensure telemetry tracking is disabled for these sensitive fields, enhancing data privacy and security. * feat: Enhance telemetry payloads with additional fields and serialization support Added new fields to the ComponentPayload and ComponentInputsPayload classes, including component_id and component_run_id, to improve telemetry data tracking. Introduced a serialize_input_values function to handle JSON serialization of component input values, ensuring robust handling of input data for telemetry purposes. * feat: Implement telemetry input tracking and caching Added functionality to track and cache telemetry input values within the Component class. Introduced a method to determine if inputs should be tracked based on sensitivity and an accessor for retrieving cached telemetry data, enhancing the robustness of telemetry handling. * feat: Add logging for component input telemetry Introduced a new method, log_package_component_inputs, to the TelemetryService for logging telemetry data related to component inputs. This enhancement improves the tracking capabilities of the telemetry system, allowing for more detailed insights into component interactions. * feat: Enhance telemetry logging for component execution Added functionality to log component input telemetry both during successful execution and error cases. Introduced a unique component_run_id for each execution to improve tracking. This update ensures comprehensive telemetry data collection, enhancing the robustness of the telemetry system. * feat: Extend telemetry payload tests and enhance serialization Added tests for the new component_id and component_run_id fields in ComponentPayload and ComponentInputsPayload classes. Introduced a new test suite for ComponentInputTelemetry, covering serialization of various data types and handling of edge cases. This update improves the robustness and coverage of telemetry data handling in the system. * fix: Update default telemetry tracking behavior in BaseInputMixin Changed the default value of track_in_telemetry from True to False in the BaseInputMixin class. Updated documentation to clarify that telemetry tracking is now opt-in and can be explicitly enabled for individual input types, enhancing data privacy and control. * fix: Update telemetry tracking defaults for input types Modified the default value of `track_in_telemetry` for various input classes to enhance data privacy. Regular inputs now default to False, while safe inputs like `IntInput` and `BoolInput` default to True, ensuring explicit opt-in for telemetry tracking. Updated related tests to reflect these changes. * feat: add chunk_index and total_chunks fields to ComponentInputsPayload This commit adds two new optional fields to ComponentInputsPayload: - chunk_index: Index of this chunk in a split payload sequence - total_chunks: Total number of chunks in the split sequence Both fields default to None and use camelCase aliases for serialization. This is Task 1 of the telemetry query parameter splitting implementation. Tests included: - Verify fields exist and can be set - Verify camelCase serialization aliases work correctly - Verify fields default to None when not provided Generated with Claude Code (https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * refactor: update ComponentInputsPayload to support automatic splitting of oversized inputs This commit enhances the ComponentInputsPayload class by implementing functionality to automatically split input values into multiple chunks if they exceed the maximum URL size limit. Key changes include: - Added methods for calculating URL size, truncating oversized values, and splitting payloads. - Updated component_inputs field to accept a dictionary instead of a string for better handling of input values. - Improved documentation for the ComponentInputsPayload class to reflect the new splitting behavior and usage examples. These changes aim to improve telemetry data handling and ensure compliance with URL length restrictions. * refactor: enhance log_package_component_inputs to handle oversized payloads This commit updates the log_package_component_inputs method in the TelemetryService class to split component input payloads into multiple requests if they exceed the maximum URL size limit. Key changes include: - Added logic to split the payload using the new split_if_needed method. - Each chunk is queued separately for telemetry logging. These improvements ensure better handling of telemetry data while adhering to URL length restrictions. * refactor: centralize maximum telemetry URL size constant This commit introduces a centralized constant, MAX_TELEMETRY_URL_SIZE, to define the maximum URL length for telemetry GET requests. Key changes include: - Added MAX_TELEMETRY_URL_SIZE constant to schema.py for better maintainability. - Updated split_if_needed method in ComponentInputsPayload to use the new constant instead of a hardcoded value. - Adjusted the TelemetryService to reference the centralized constant for URL size limits. These changes enhance code clarity and ensure consistent handling of URL size limits across the telemetry service. * refactor: update ComponentInputsPayload tests to use dictionary inputs This commit modifies the tests for ComponentInputsPayload to utilize a dictionary for component inputs instead of a serialized JSON string. Key changes include: - Renamed the test method to reflect the new input type. - Removed unnecessary serialization steps and assertions related to JSON strings. - Added assertions to verify the correct handling of dictionary inputs. These changes streamline the testing process and improve clarity in how component inputs are represented. * test: add integration tests for telemetry service payload splitting This commit introduces integration tests for the TelemetryService to verify its handling of large and small payloads. Key changes include: - Added tests to ensure large payloads are split into multiple chunks and queued correctly. - Implemented a test to confirm that small payloads are not split and result in a single queued event. - Created a mock settings service for testing purposes. These tests enhance the reliability of the telemetry service by ensuring proper payload management. * test: enhance ComponentInputsPayload tests with additional scenarios This commit expands the test suite for ComponentInputsPayload by adding various scenarios to ensure robust handling of input payloads. Key changes include: - Introduced tests for calculating URL size, ensuring it returns a positive integer and accounts for encoding. - Added tests to verify the splitting logic for large payloads, including checks for chunk metadata and preservation of fixed fields. - Implemented property-based tests using Hypothesis to validate that all chunks respect the maximum URL size and preserve original data. These enhancements improve the reliability and coverage of the ComponentInputsPayload tests, ensuring proper functionality under various conditions. * [autofix.ci] apply automated fixes * optimize query param encoding Co-authored-by: codeflash-ai[bot] <148906541+codeflash-ai[bot]@users.noreply.github.com> * refactor: extract telemetry logging logic into a separate function This commit introduces a new function, _log_component_input_telemetry, to centralize the logic for logging component input telemetry. The function is called in two places within the generate_flow_events function, improving code readability and maintainability by reducing duplication. This change enhances the clarity of telemetry handling in the flow generation process. * refactor: optimize truncation logic in ComponentInputsPayload This commit refines the truncation logic for input values in the ComponentInputsPayload class. The previous binary search method for string values has been simplified, allowing for direct truncation of both string and non-string values. This change enhances code clarity and maintains functionality while ensuring optimal handling of oversized inputs. * refactor: update telemetry tracking logic to respect opt-in flag This commit modifies the telemetry tracking logic in the Component class to change the default behavior of the `track_in_telemetry` attribute from True to False. This adjustment enhances user privacy by requiring explicit consent for tracking input objects in telemetry. The change ensures that sensitive field types are still auto-excluded from tracking, maintaining the integrity of the telemetry data. * refactor: update tests to use dictionary format for component inputs This commit modifies the integration tests for telemetry payload validation and component input telemetry to utilize dictionaries for component inputs instead of serialized JSON strings. Key changes include: - Updated assertions to compare dictionary inputs directly. - Enhanced clarity and maintainability of the test cases by removing unnecessary serialization steps. These changes improve the representation of component inputs in tests, aligning with recent refactoring efforts. * [autofix.ci] apply automated fixes * refactor: specify type for current_chunk_inputs in ComponentInputsPayload This commit updates the type annotation for the current_chunk_inputs variable in the ComponentInputsPayload class to explicitly define it as a dictionary. This change enhances code clarity and maintainability by providing better type information for developers working with the code. * test: add component_id to ComponentPayload tests This commit enhances the test cases for the ComponentPayload class by adding a component_id parameter to various initialization tests. The updates ensure that the component_id is properly tested across different scenarios, including valid parameters, error messages, and edge cases. This change improves the robustness of the tests and aligns with recent updates to the ComponentPayload structure. * [autofix.ci] apply automated fixes * feat: add component_id to ComponentPayload in build_vertex function * fix: update MAX_TELEMETRY_URL_SIZE to 2048 and adjust related tests This commit increases the maximum URL size for telemetry GET requests from 2000 to 2048 bytes to align with Scarf's specifications. Corresponding test assertions have been updated to reference the new constant, ensuring consistency across the codebase. * [autofix.ci] apply automated fixes * feat(telemetry): add track_in_telemetry field to starter project configurations * refactor(telemetry): remove unused blank line in test imports * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * update starter templates * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) --------- Co-authored-by: Claude <noreply@anthropic.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: codeflash-ai[bot] <148906541+codeflash-ai[bot]@users.noreply.github.com>
andifilhohub
pushed a commit
to andifilhohub/langflow
that referenced
this pull request
Nov 19, 2025
* feat: Introduce telemetry tracking for sensitive field types Added a new set of field types that should not be tracked in telemetry due to their sensitive nature, including PASSWORD, AUTH, FILE, CONNECTION, and MCP. Updated relevant input classes to ensure telemetry tracking is disabled for these sensitive fields, enhancing data privacy and security. * feat: Enhance telemetry payloads with additional fields and serialization support Added new fields to the ComponentPayload and ComponentInputsPayload classes, including component_id and component_run_id, to improve telemetry data tracking. Introduced a serialize_input_values function to handle JSON serialization of component input values, ensuring robust handling of input data for telemetry purposes. * feat: Implement telemetry input tracking and caching Added functionality to track and cache telemetry input values within the Component class. Introduced a method to determine if inputs should be tracked based on sensitivity and an accessor for retrieving cached telemetry data, enhancing the robustness of telemetry handling. * feat: Add logging for component input telemetry Introduced a new method, log_package_component_inputs, to the TelemetryService for logging telemetry data related to component inputs. This enhancement improves the tracking capabilities of the telemetry system, allowing for more detailed insights into component interactions. * feat: Enhance telemetry logging for component execution Added functionality to log component input telemetry both during successful execution and error cases. Introduced a unique component_run_id for each execution to improve tracking. This update ensures comprehensive telemetry data collection, enhancing the robustness of the telemetry system. * feat: Extend telemetry payload tests and enhance serialization Added tests for the new component_id and component_run_id fields in ComponentPayload and ComponentInputsPayload classes. Introduced a new test suite for ComponentInputTelemetry, covering serialization of various data types and handling of edge cases. This update improves the robustness and coverage of telemetry data handling in the system. * fix: Update default telemetry tracking behavior in BaseInputMixin Changed the default value of track_in_telemetry from True to False in the BaseInputMixin class. Updated documentation to clarify that telemetry tracking is now opt-in and can be explicitly enabled for individual input types, enhancing data privacy and control. * fix: Update telemetry tracking defaults for input types Modified the default value of `track_in_telemetry` for various input classes to enhance data privacy. Regular inputs now default to False, while safe inputs like `IntInput` and `BoolInput` default to True, ensuring explicit opt-in for telemetry tracking. Updated related tests to reflect these changes. * feat: add chunk_index and total_chunks fields to ComponentInputsPayload This commit adds two new optional fields to ComponentInputsPayload: - chunk_index: Index of this chunk in a split payload sequence - total_chunks: Total number of chunks in the split sequence Both fields default to None and use camelCase aliases for serialization. This is Task 1 of the telemetry query parameter splitting implementation. Tests included: - Verify fields exist and can be set - Verify camelCase serialization aliases work correctly - Verify fields default to None when not provided Generated with Claude Code (https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * refactor: update ComponentInputsPayload to support automatic splitting of oversized inputs This commit enhances the ComponentInputsPayload class by implementing functionality to automatically split input values into multiple chunks if they exceed the maximum URL size limit. Key changes include: - Added methods for calculating URL size, truncating oversized values, and splitting payloads. - Updated component_inputs field to accept a dictionary instead of a string for better handling of input values. - Improved documentation for the ComponentInputsPayload class to reflect the new splitting behavior and usage examples. These changes aim to improve telemetry data handling and ensure compliance with URL length restrictions. * refactor: enhance log_package_component_inputs to handle oversized payloads This commit updates the log_package_component_inputs method in the TelemetryService class to split component input payloads into multiple requests if they exceed the maximum URL size limit. Key changes include: - Added logic to split the payload using the new split_if_needed method. - Each chunk is queued separately for telemetry logging. These improvements ensure better handling of telemetry data while adhering to URL length restrictions. * refactor: centralize maximum telemetry URL size constant This commit introduces a centralized constant, MAX_TELEMETRY_URL_SIZE, to define the maximum URL length for telemetry GET requests. Key changes include: - Added MAX_TELEMETRY_URL_SIZE constant to schema.py for better maintainability. - Updated split_if_needed method in ComponentInputsPayload to use the new constant instead of a hardcoded value. - Adjusted the TelemetryService to reference the centralized constant for URL size limits. These changes enhance code clarity and ensure consistent handling of URL size limits across the telemetry service. * refactor: update ComponentInputsPayload tests to use dictionary inputs This commit modifies the tests for ComponentInputsPayload to utilize a dictionary for component inputs instead of a serialized JSON string. Key changes include: - Renamed the test method to reflect the new input type. - Removed unnecessary serialization steps and assertions related to JSON strings. - Added assertions to verify the correct handling of dictionary inputs. These changes streamline the testing process and improve clarity in how component inputs are represented. * test: add integration tests for telemetry service payload splitting This commit introduces integration tests for the TelemetryService to verify its handling of large and small payloads. Key changes include: - Added tests to ensure large payloads are split into multiple chunks and queued correctly. - Implemented a test to confirm that small payloads are not split and result in a single queued event. - Created a mock settings service for testing purposes. These tests enhance the reliability of the telemetry service by ensuring proper payload management. * test: enhance ComponentInputsPayload tests with additional scenarios This commit expands the test suite for ComponentInputsPayload by adding various scenarios to ensure robust handling of input payloads. Key changes include: - Introduced tests for calculating URL size, ensuring it returns a positive integer and accounts for encoding. - Added tests to verify the splitting logic for large payloads, including checks for chunk metadata and preservation of fixed fields. - Implemented property-based tests using Hypothesis to validate that all chunks respect the maximum URL size and preserve original data. These enhancements improve the reliability and coverage of the ComponentInputsPayload tests, ensuring proper functionality under various conditions. * [autofix.ci] apply automated fixes * optimize query param encoding Co-authored-by: codeflash-ai[bot] <148906541+codeflash-ai[bot]@users.noreply.github.com> * refactor: extract telemetry logging logic into a separate function This commit introduces a new function, _log_component_input_telemetry, to centralize the logic for logging component input telemetry. The function is called in two places within the generate_flow_events function, improving code readability and maintainability by reducing duplication. This change enhances the clarity of telemetry handling in the flow generation process. * refactor: optimize truncation logic in ComponentInputsPayload This commit refines the truncation logic for input values in the ComponentInputsPayload class. The previous binary search method for string values has been simplified, allowing for direct truncation of both string and non-string values. This change enhances code clarity and maintains functionality while ensuring optimal handling of oversized inputs. * refactor: update telemetry tracking logic to respect opt-in flag This commit modifies the telemetry tracking logic in the Component class to change the default behavior of the `track_in_telemetry` attribute from True to False. This adjustment enhances user privacy by requiring explicit consent for tracking input objects in telemetry. The change ensures that sensitive field types are still auto-excluded from tracking, maintaining the integrity of the telemetry data. * refactor: update tests to use dictionary format for component inputs This commit modifies the integration tests for telemetry payload validation and component input telemetry to utilize dictionaries for component inputs instead of serialized JSON strings. Key changes include: - Updated assertions to compare dictionary inputs directly. - Enhanced clarity and maintainability of the test cases by removing unnecessary serialization steps. These changes improve the representation of component inputs in tests, aligning with recent refactoring efforts. * [autofix.ci] apply automated fixes * refactor: specify type for current_chunk_inputs in ComponentInputsPayload This commit updates the type annotation for the current_chunk_inputs variable in the ComponentInputsPayload class to explicitly define it as a dictionary. This change enhances code clarity and maintainability by providing better type information for developers working with the code. * test: add component_id to ComponentPayload tests This commit enhances the test cases for the ComponentPayload class by adding a component_id parameter to various initialization tests. The updates ensure that the component_id is properly tested across different scenarios, including valid parameters, error messages, and edge cases. This change improves the robustness of the tests and aligns with recent updates to the ComponentPayload structure. * [autofix.ci] apply automated fixes * feat: add component_id to ComponentPayload in build_vertex function * fix: update MAX_TELEMETRY_URL_SIZE to 2048 and adjust related tests This commit increases the maximum URL size for telemetry GET requests from 2000 to 2048 bytes to align with Scarf's specifications. Corresponding test assertions have been updated to reference the new constant, ensuring consistency across the codebase. * [autofix.ci] apply automated fixes * feat(telemetry): add track_in_telemetry field to starter project configurations * refactor(telemetry): remove unused blank line in test imports * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * update starter templates * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) --------- Co-authored-by: Claude <noreply@anthropic.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: codeflash-ai[bot] <148906541+codeflash-ai[bot]@users.noreply.github.com>
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…parse errors (#10508) * feat: Add ALTK Agent with tool validation and comprehensive tests (#10587) * Add ALTK Agent with tool validation and comprehensive tests - Added agent-lifecycle-toolkit~=0.4.1 dependency to pyproject.toml - Implemented ALTKBaseAgent with comprehensive error handling and tool validation - Added ALTKToolWrappers for SPARC integration and tool execution safety - Created ALTK Agent component with proper LangChain integration - Added comprehensive test suite covering tool validation, conversation context, and edge cases - Fixed docstring formatting to comply with ruff linting standards * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * minor fix to execute_tool that was left out. * Fixes following coderabbitai comments. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * Update component_index.json * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Add custom message to dict conversion in ValidatedTool * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Add Notion integration components to index Updated component_index.json to include new Notion integration components: AddContentToPage, NotionDatabaseProperties, NotionListPages, NotionPageContent, NotionPageCreator, NotionPageUpdate, and NotionSearch. These components provide functionality for interacting with Notion databases and pages, including querying, creating, updating, and retrieving content. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) --------- Co-authored-by: Koren Lazar <koren.lazar@ibm.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: Edwin Jose <edwin.jose@datastax.com> * feat: Implement dynamic model discovery system (#10523) * add dynamic model request * add description to groq * add cache folder to store cache models json * change git ignore description * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * add comprehensive tests for Groq dynamic model discovery - Add 101 unit tests covering success, error, and edge cases - Test model discovery, caching, tool calling detection - Test fallback models and backward compatibility - Add support for real GROQ_API_KEY from environment - Fix all lint errors and improve code quality * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * fix Python 3.10 compatibility - replace UTC with timezone.utc Python 3.10 doesn't have datetime.UTC, need to use timezone.utc instead * fix pytest hook signature - use config instead of _config * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * fix conftest config.py * fix timezone UTC on tests * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * feat: remove `code` from Transactions to reduce clutter in logs (#10400) * refactor: remove code from transaction model inputs * refactor: remove code from transaction model inputs * tests: add tests to make sure code is not added to transactions data * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * refactor: improve code removal from logs with explicit dict copying --------- Co-authored-by: Edwin Jose <edwin.jose@datastax.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * feat: new release for cuga component (#10591) * feat: new release of cuga * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * fix: address review * fix: fixed more bugs * fix: build component index * [autofix.ci] apply automated fixes * fix: update test * chore: update component index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * feat: adds Component Inputs telemetry (#10254) * feat: Introduce telemetry tracking for sensitive field types Added a new set of field types that should not be tracked in telemetry due to their sensitive nature, including PASSWORD, AUTH, FILE, CONNECTION, and MCP. Updated relevant input classes to ensure telemetry tracking is disabled for these sensitive fields, enhancing data privacy and security. * feat: Enhance telemetry payloads with additional fields and serialization support Added new fields to the ComponentPayload and ComponentInputsPayload classes, including component_id and component_run_id, to improve telemetry data tracking. Introduced a serialize_input_values function to handle JSON serialization of component input values, ensuring robust handling of input data for telemetry purposes. * feat: Implement telemetry input tracking and caching Added functionality to track and cache telemetry input values within the Component class. Introduced a method to determine if inputs should be tracked based on sensitivity and an accessor for retrieving cached telemetry data, enhancing the robustness of telemetry handling. * feat: Add logging for component input telemetry Introduced a new method, log_package_component_inputs, to the TelemetryService for logging telemetry data related to component inputs. This enhancement improves the tracking capabilities of the telemetry system, allowing for more detailed insights into component interactions. * feat: Enhance telemetry logging for component execution Added functionality to log component input telemetry both during successful execution and error cases. Introduced a unique component_run_id for each execution to improve tracking. This update ensures comprehensive telemetry data collection, enhancing the robustness of the telemetry system. * feat: Extend telemetry payload tests and enhance serialization Added tests for the new component_id and component_run_id fields in ComponentPayload and ComponentInputsPayload classes. Introduced a new test suite for ComponentInputTelemetry, covering serialization of various data types and handling of edge cases. This update improves the robustness and coverage of telemetry data handling in the system. * fix: Update default telemetry tracking behavior in BaseInputMixin Changed the default value of track_in_telemetry from True to False in the BaseInputMixin class. Updated documentation to clarify that telemetry tracking is now opt-in and can be explicitly enabled for individual input types, enhancing data privacy and control. * fix: Update telemetry tracking defaults for input types Modified the default value of `track_in_telemetry` for various input classes to enhance data privacy. Regular inputs now default to False, while safe inputs like `IntInput` and `BoolInput` default to True, ensuring explicit opt-in for telemetry tracking. Updated related tests to reflect these changes. * feat: add chunk_index and total_chunks fields to ComponentInputsPayload This commit adds two new optional fields to ComponentInputsPayload: - chunk_index: Index of this chunk in a split payload sequence - total_chunks: Total number of chunks in the split sequence Both fields default to None and use camelCase aliases for serialization. This is Task 1 of the telemetry query parameter splitting implementation. Tests included: - Verify fields exist and can be set - Verify camelCase serialization aliases work correctly - Verify fields default to None when not provided Generated with Claude Code (https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * refactor: update ComponentInputsPayload to support automatic splitting of oversized inputs This commit enhances the ComponentInputsPayload class by implementing functionality to automatically split input values into multiple chunks if they exceed the maximum URL size limit. Key changes include: - Added methods for calculating URL size, truncating oversized values, and splitting payloads. - Updated component_inputs field to accept a dictionary instead of a string for better handling of input values. - Improved documentation for the ComponentInputsPayload class to reflect the new splitting behavior and usage examples. These changes aim to improve telemetry data handling and ensure compliance with URL length restrictions. * refactor: enhance log_package_component_inputs to handle oversized payloads This commit updates the log_package_component_inputs method in the TelemetryService class to split component input payloads into multiple requests if they exceed the maximum URL size limit. Key changes include: - Added logic to split the payload using the new split_if_needed method. - Each chunk is queued separately for telemetry logging. These improvements ensure better handling of telemetry data while adhering to URL length restrictions. * refactor: centralize maximum telemetry URL size constant This commit introduces a centralized constant, MAX_TELEMETRY_URL_SIZE, to define the maximum URL length for telemetry GET requests. Key changes include: - Added MAX_TELEMETRY_URL_SIZE constant to schema.py for better maintainability. - Updated split_if_needed method in ComponentInputsPayload to use the new constant instead of a hardcoded value. - Adjusted the TelemetryService to reference the centralized constant for URL size limits. These changes enhance code clarity and ensure consistent handling of URL size limits across the telemetry service. * refactor: update ComponentInputsPayload tests to use dictionary inputs This commit modifies the tests for ComponentInputsPayload to utilize a dictionary for component inputs instead of a serialized JSON string. Key changes include: - Renamed the test method to reflect the new input type. - Removed unnecessary serialization steps and assertions related to JSON strings. - Added assertions to verify the correct handling of dictionary inputs. These changes streamline the testing process and improve clarity in how component inputs are represented. * test: add integration tests for telemetry service payload splitting This commit introduces integration tests for the TelemetryService to verify its handling of large and small payloads. Key changes include: - Added tests to ensure large payloads are split into multiple chunks and queued correctly. - Implemented a test to confirm that small payloads are not split and result in a single queued event. - Created a mock settings service for testing purposes. These tests enhance the reliability of the telemetry service by ensuring proper payload management. * test: enhance ComponentInputsPayload tests with additional scenarios This commit expands the test suite for ComponentInputsPayload by adding various scenarios to ensure robust handling of input payloads. Key changes include: - Introduced tests for calculating URL size, ensuring it returns a positive integer and accounts for encoding. - Added tests to verify the splitting logic for large payloads, including checks for chunk metadata and preservation of fixed fields. - Implemented property-based tests using Hypothesis to validate that all chunks respect the maximum URL size and preserve original data. These enhancements improve the reliability and coverage of the ComponentInputsPayload tests, ensuring proper functionality under various conditions. * [autofix.ci] apply automated fixes * optimize query param encoding Co-authored-by: codeflash-ai[bot] <148906541+codeflash-ai[bot]@users.noreply.github.com> * refactor: extract telemetry logging logic into a separate function This commit introduces a new function, _log_component_input_telemetry, to centralize the logic for logging component input telemetry. The function is called in two places within the generate_flow_events function, improving code readability and maintainability by reducing duplication. This change enhances the clarity of telemetry handling in the flow generation process. * refactor: optimize truncation logic in ComponentInputsPayload This commit refines the truncation logic for input values in the ComponentInputsPayload class. The previous binary search method for string values has been simplified, allowing for direct truncation of both string and non-string values. This change enhances code clarity and maintains functionality while ensuring optimal handling of oversized inputs. * refactor: update telemetry tracking logic to respect opt-in flag This commit modifies the telemetry tracking logic in the Component class to change the default behavior of the `track_in_telemetry` attribute from True to False. This adjustment enhances user privacy by requiring explicit consent for tracking input objects in telemetry. The change ensures that sensitive field types are still auto-excluded from tracking, maintaining the integrity of the telemetry data. * refactor: update tests to use dictionary format for component inputs This commit modifies the integration tests for telemetry payload validation and component input telemetry to utilize dictionaries for component inputs instead of serialized JSON strings. Key changes include: - Updated assertions to compare dictionary inputs directly. - Enhanced clarity and maintainability of the test cases by removing unnecessary serialization steps. These changes improve the representation of component inputs in tests, aligning with recent refactoring efforts. * [autofix.ci] apply automated fixes * refactor: specify type for current_chunk_inputs in ComponentInputsPayload This commit updates the type annotation for the current_chunk_inputs variable in the ComponentInputsPayload class to explicitly define it as a dictionary. This change enhances code clarity and maintainability by providing better type information for developers working with the code. * test: add component_id to ComponentPayload tests This commit enhances the test cases for the ComponentPayload class by adding a component_id parameter to various initialization tests. The updates ensure that the component_id is properly tested across different scenarios, including valid parameters, error messages, and edge cases. This change improves the robustness of the tests and aligns with recent updates to the ComponentPayload structure. * [autofix.ci] apply automated fixes * feat: add component_id to ComponentPayload in build_vertex function * fix: update MAX_TELEMETRY_URL_SIZE to 2048 and adjust related tests This commit increases the maximum URL size for telemetry GET requests from 2000 to 2048 bytes to align with Scarf's specifications. Corresponding test assertions have been updated to reference the new constant, ensuring consistency across the codebase. * [autofix.ci] apply automated fixes * feat(telemetry): add track_in_telemetry field to starter project configurations * refactor(telemetry): remove unused blank line in test imports * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * update starter templates * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) --------- Co-authored-by: Claude <noreply@anthropic.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: codeflash-ai[bot] <148906541+codeflash-ai[bot]@users.noreply.github.com> * feat: Add gpt-5.1 model to Language models (#10590) * Add gpt-5.1 model to starter projects Added 'gpt-5.1' to the list of available models in all starter project JSON files to support the new model version. This update ensures users can select gpt-5.1 in agent configurations. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Update component_index.json * [autofix.ci] apply automated fixes * Update component_index.json * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * fix: Use the proper Embeddings import for Qdrant vector store (#10613) * Use the proper Embeddings import for Qdrant vector store * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: Madhavan <cxo@ibm.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * fix: Ensure split text test is more robust (#10622) * fix: Ensure split text test is more robust * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * fix: use issubclass in the pool creation (#10232) * use issubclass in the pool creation * [autofix.ci] apply automated fixes * add poolclass pytests * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: Hamza Rashid <74062092+HzaRashid@users.noreply.github.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: cristhianzl <cristhian.lousa@gmail.com> * feat: make it possible to load graphs using `get_graph` function in scripts (#9913) * feat: Enhance graph loading functionality to support async retrieval - Updated `load_graph_from_script` to be an async function, allowing for the retrieval of the graph via an async `get_graph` function if available. - Implemented fallback to the existing `graph` variable for backward compatibility. - Enhanced `find_graph_variable` to identify both `get_graph` function definitions and `graph` variable assignments, improving flexibility in script handling. * feat: Update load_graph_from_script to support async graph retrieval - Refactored `load_graph_from_script` to be an async function, enabling the use of an async `get_graph` function for graph retrieval. - Implemented a fallback mechanism to access the `graph` variable for backward compatibility. - Enhanced error handling to provide clearer messages when neither `graph` nor `get_graph()` is found in the script. * feat: Refactor simple_agent.py to support async graph creation - Introduced an async `get_graph` function to handle the initialization of components and graph creation without blocking. - Updated the logging configuration and component setup to be part of the async function, improving the overall flow and responsiveness. - Enhanced documentation for the `get_graph` function to clarify its purpose and return type. * feat: Update serve_command and run functions to support async graph loading - Refactored `serve_command` to be an async function using `syncify`, allowing for non-blocking execution. - Updated calls to `load_graph_from_path` and `load_graph_from_script` within `serve_command` and `run` to await their results, enhancing performance and responsiveness. - Improved overall async handling in the CLI commands for better integration with async workflows. * feat: Refactor load_graph_from_path to support async execution - Changed `load_graph_from_path` to an async function, enabling non-blocking graph loading. - Updated the call to `load_graph_from_script` to use await, improving performance during graph retrieval. - Enhanced the overall async handling in the CLI for better integration with async workflows. * feat: Enhance async handling in simple_agent and related tests - Updated `get_graph` function in `simple_agent.py` to utilize async component initialization for improved responsiveness. - Modified test cases in `test_simple_agent_in_lfx_run.py` to validate the async behavior of `get_graph`. - Refactored various test functions across multiple files to support async execution, ensuring compatibility with the new async workflows. - Improved documentation for async functions to clarify their purpose and usage. * docs: Implement async get_graph function for improved component initialization - Introduced an async `get_graph` function in `README.md` to facilitate non-blocking component initialization. - Enhanced the logging configuration and component setup within the async function, ensuring a smoother flow. - Updated documentation to clarify the purpose and return type of the `get_graph` function, aligning with the async handling improvements. * refactor: reorder imports in simple_agent test file * style: reorder imports in simple_agent test file * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * update component index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * feat: Add ALTK Agent with tool validation and comprehensive tests (#10587) * Add ALTK Agent with tool validation and comprehensive tests - Added agent-lifecycle-toolkit~=0.4.1 dependency to pyproject.toml - Implemented ALTKBaseAgent with comprehensive error handling and tool validation - Added ALTKToolWrappers for SPARC integration and tool execution safety - Created ALTK Agent component with proper LangChain integration - Added comprehensive test suite covering tool validation, conversation context, and edge cases - Fixed docstring formatting to comply with ruff linting standards * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * minor fix to execute_tool that was left out. * Fixes following coderabbitai comments. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * Update component_index.json * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Add custom message to dict conversion in ValidatedTool * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Add Notion integration components to index Updated component_index.json to include new Notion integration components: AddContentToPage, NotionDatabaseProperties, NotionListPages, NotionPageContent, NotionPageCreator, NotionPageUpdate, and NotionSearch. These components provide functionality for interacting with Notion databases and pages, including querying, creating, updating, and retrieving content. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) --------- Co-authored-by: Koren Lazar <koren.lazar@ibm.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: Edwin Jose <edwin.jose@datastax.com> * feat: Implement dynamic model discovery system (#10523) * add dynamic model request * add description to groq * add cache folder to store cache models json * change git ignore description * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * add comprehensive tests for Groq dynamic model discovery - Add 101 unit tests covering success, error, and edge cases - Test model discovery, caching, tool calling detection - Test fallback models and backward compatibility - Add support for real GROQ_API_KEY from environment - Fix all lint errors and improve code quality * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * fix Python 3.10 compatibility - replace UTC with timezone.utc Python 3.10 doesn't have datetime.UTC, need to use timezone.utc instead * fix pytest hook signature - use config instead of _config * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * fix conftest config.py * fix timezone UTC on tests * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * feat: remove `code` from Transactions to reduce clutter in logs (#10400) * refactor: remove code from transaction model inputs * refactor: remove code from transaction model inputs * tests: add tests to make sure code is not added to transactions data * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * refactor: improve code removal from logs with explicit dict copying --------- Co-authored-by: Edwin Jose <edwin.jose@datastax.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * feat: new release for cuga component (#10591) * feat: new release of cuga * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * fix: address review * fix: fixed more bugs * fix: build component index * [autofix.ci] apply automated fixes * fix: update test * chore: update component index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * feat: adds Component Inputs telemetry (#10254) * feat: Introduce telemetry tracking for sensitive field types Added a new set of field types that should not be tracked in telemetry due to their sensitive nature, including PASSWORD, AUTH, FILE, CONNECTION, and MCP. Updated relevant input classes to ensure telemetry tracking is disabled for these sensitive fields, enhancing data privacy and security. * feat: Enhance telemetry payloads with additional fields and serialization support Added new fields to the ComponentPayload and ComponentInputsPayload classes, including component_id and component_run_id, to improve telemetry data tracking. Introduced a serialize_input_values function to handle JSON serialization of component input values, ensuring robust handling of input data for telemetry purposes. * feat: Implement telemetry input tracking and caching Added functionality to track and cache telemetry input values within the Component class. Introduced a method to determine if inputs should be tracked based on sensitivity and an accessor for retrieving cached telemetry data, enhancing the robustness of telemetry handling. * feat: Add logging for component input telemetry Introduced a new method, log_package_component_inputs, to the TelemetryService for logging telemetry data related to component inputs. This enhancement improves the tracking capabilities of the telemetry system, allowing for more detailed insights into component interactions. * feat: Enhance telemetry logging for component execution Added functionality to log component input telemetry both during successful execution and error cases. Introduced a unique component_run_id for each execution to improve tracking. This update ensures comprehensive telemetry data collection, enhancing the robustness of the telemetry system. * feat: Extend telemetry payload tests and enhance serialization Added tests for the new component_id and component_run_id fields in ComponentPayload and ComponentInputsPayload classes. Introduced a new test suite for ComponentInputTelemetry, covering serialization of various data types and handling of edge cases. This update improves the robustness and coverage of telemetry data handling in the system. * fix: Update default telemetry tracking behavior in BaseInputMixin Changed the default value of track_in_telemetry from True to False in the BaseInputMixin class. Updated documentation to clarify that telemetry tracking is now opt-in and can be explicitly enabled for individual input types, enhancing data privacy and control. * fix: Update telemetry tracking defaults for input types Modified the default value of `track_in_telemetry` for various input classes to enhance data privacy. Regular inputs now default to False, while safe inputs like `IntInput` and `BoolInput` default to True, ensuring explicit opt-in for telemetry tracking. Updated related tests to reflect these changes. * feat: add chunk_index and total_chunks fields to ComponentInputsPayload This commit adds two new optional fields to ComponentInputsPayload: - chunk_index: Index of this chunk in a split payload sequence - total_chunks: Total number of chunks in the split sequence Both fields default to None and use camelCase aliases for serialization. This is Task 1 of the telemetry query parameter splitting implementation. Tests included: - Verify fields exist and can be set - Verify camelCase serialization aliases work correctly - Verify fields default to None when not provided Generated with Claude Code (https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * refactor: update ComponentInputsPayload to support automatic splitting of oversized inputs This commit enhances the ComponentInputsPayload class by implementing functionality to automatically split input values into multiple chunks if they exceed the maximum URL size limit. Key changes include: - Added methods for calculating URL size, truncating oversized values, and splitting payloads. - Updated component_inputs field to accept a dictionary instead of a string for better handling of input values. - Improved documentation for the ComponentInputsPayload class to reflect the new splitting behavior and usage examples. These changes aim to improve telemetry data handling and ensure compliance with URL length restrictions. * refactor: enhance log_package_component_inputs to handle oversized payloads This commit updates the log_package_component_inputs method in the TelemetryService class to split component input payloads into multiple requests if they exceed the maximum URL size limit. Key changes include: - Added logic to split the payload using the new split_if_needed method. - Each chunk is queued separately for telemetry logging. These improvements ensure better handling of telemetry data while adhering to URL length restrictions. * refactor: centralize maximum telemetry URL size constant This commit introduces a centralized constant, MAX_TELEMETRY_URL_SIZE, to define the maximum URL length for telemetry GET requests. Key changes include: - Added MAX_TELEMETRY_URL_SIZE constant to schema.py for better maintainability. - Updated split_if_needed method in ComponentInputsPayload to use the new constant instead of a hardcoded value. - Adjusted the TelemetryService to reference the centralized constant for URL size limits. These changes enhance code clarity and ensure consistent handling of URL size limits across the telemetry service. * refactor: update ComponentInputsPayload tests to use dictionary inputs This commit modifies the tests for ComponentInputsPayload to utilize a dictionary for component inputs instead of a serialized JSON string. Key changes include: - Renamed the test method to reflect the new input type. - Removed unnecessary serialization steps and assertions related to JSON strings. - Added assertions to verify the correct handling of dictionary inputs. These changes streamline the testing process and improve clarity in how component inputs are represented. * test: add integration tests for telemetry service payload splitting This commit introduces integration tests for the TelemetryService to verify its handling of large and small payloads. Key changes include: - Added tests to ensure large payloads are split into multiple chunks and queued correctly. - Implemented a test to confirm that small payloads are not split and result in a single queued event. - Created a mock settings service for testing purposes. These tests enhance the reliability of the telemetry service by ensuring proper payload management. * test: enhance ComponentInputsPayload tests with additional scenarios This commit expands the test suite for ComponentInputsPayload by adding various scenarios to ensure robust handling of input payloads. Key changes include: - Introduced tests for calculating URL size, ensuring it returns a positive integer and accounts for encoding. - Added tests to verify the splitting logic for large payloads, including checks for chunk metadata and preservation of fixed fields. - Implemented property-based tests using Hypothesis to validate that all chunks respect the maximum URL size and preserve original data. These enhancements improve the reliability and coverage of the ComponentInputsPayload tests, ensuring proper functionality under various conditions. * [autofix.ci] apply automated fixes * optimize query param encoding Co-authored-by: codeflash-ai[bot] <148906541+codeflash-ai[bot]@users.noreply.github.com> * refactor: extract telemetry logging logic into a separate function This commit introduces a new function, _log_component_input_telemetry, to centralize the logic for logging component input telemetry. The function is called in two places within the generate_flow_events function, improving code readability and maintainability by reducing duplication. This change enhances the clarity of telemetry handling in the flow generation process. * refactor: optimize truncation logic in ComponentInputsPayload This commit refines the truncation logic for input values in the ComponentInputsPayload class. The previous binary search method for string values has been simplified, allowing for direct truncation of both string and non-string values. This change enhances code clarity and maintains functionality while ensuring optimal handling of oversized inputs. * refactor: update telemetry tracking logic to respect opt-in flag This commit modifies the telemetry tracking logic in the Component class to change the default behavior of the `track_in_telemetry` attribute from True to False. This adjustment enhances user privacy by requiring explicit consent for tracking input objects in telemetry. The change ensures that sensitive field types are still auto-excluded from tracking, maintaining the integrity of the telemetry data. * refactor: update tests to use dictionary format for component inputs This commit modifies the integration tests for telemetry payload validation and component input telemetry to utilize dictionaries for component inputs instead of serialized JSON strings. Key changes include: - Updated assertions to compare dictionary inputs directly. - Enhanced clarity and maintainability of the test cases by removing unnecessary serialization steps. These changes improve the representation of component inputs in tests, aligning with recent refactoring efforts. * [autofix.ci] apply automated fixes * refactor: specify type for current_chunk_inputs in ComponentInputsPayload This commit updates the type annotation for the current_chunk_inputs variable in the ComponentInputsPayload class to explicitly define it as a dictionary. This change enhances code clarity and maintainability by providing better type information for developers working with the code. * test: add component_id to ComponentPayload tests This commit enhances the test cases for the ComponentPayload class by adding a component_id parameter to various initialization tests. The updates ensure that the component_id is properly tested across different scenarios, including valid parameters, error messages, and edge cases. This change improves the robustness of the tests and aligns with recent updates to the ComponentPayload structure. * [autofix.ci] apply automated fixes * feat: add component_id to ComponentPayload in build_vertex function * fix: update MAX_TELEMETRY_URL_SIZE to 2048 and adjust related tests This commit increases the maximum URL size for telemetry GET requests from 2000 to 2048 bytes to align with Scarf's specifications. Corresponding test assertions have been updated to reference the new constant, ensuring consistency across the codebase. * [autofix.ci] apply automated fixes * feat(telemetry): add track_in_telemetry field to starter project configurations * refactor(telemetry): remove unused blank line in test imports * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * update starter templates * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) --------- Co-authored-by: Claude <noreply@anthropic.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: codeflash-ai[bot] <148906541+codeflash-ai[bot]@users.noreply.github.com> * feat: Add gpt-5.1 model to Language models (#10590) * Add gpt-5.1 model to starter projects Added 'gpt-5.1' to the list of available models in all starter project JSON files to support the new model version. This update ensures users can select gpt-5.1 in agent configurations. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Update component_index.json * [autofix.ci] apply automated fixes * Update component_index.json * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * fix: Use the proper Embeddings import for Qdrant vector store (#10613) * Use the proper Embeddings import for Qdrant vector store * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: Madhavan <cxo@ibm.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * fix: Ensure split text test is more robust (#10622) * fix: Ensure split text test is more robust * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * fix: use issubclass in the pool creation (#10232) * use issubclass in the pool creation * [autofix.ci] apply automated fixes * add poolclass pytests * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: Hamza Rashid <74062092+HzaRashid@users.noreply.github.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: cristhianzl <cristhian.lousa@gmail.com> * feat: make it possible to load graphs using `get_graph` function in scripts (#9913) * feat: Enhance graph loading functionality to support async retrieval - Updated `load_graph_from_script` to be an async function, allowing for the retrieval of the graph via an async `get_graph` function if available. - Implemented fallback to the existing `graph` variable for backward compatibility. - Enhanced `find_graph_variable` to identify both `get_graph` function definitions and `graph` variable assignments, improving flexibility in script handling. * feat: Update load_graph_from_script to support async graph retrieval - Refactored `load_graph_from_script` to be an async function, enabling the use of an async `get_graph` function for graph retrieval. - Implemented a fallback mechanism to access the `graph` variable for backward compatibility. - Enhanced error handling to provide clearer messages when neither `graph` nor `get_graph()` is found in the script. * feat: Refactor simple_agent.py to support async graph creation - Introduced an async `get_graph` function to handle the initialization of components and graph creation without blocking. - Updated the logging configuration and component setup to be part of the async function, improving the overall flow and responsiveness. - Enhanced documentation for the `get_graph` function to clarify its purpose and return type. * feat: Update serve_command and run functions to support async graph loading - Refactored `serve_command` to be an async function using `syncify`, allowing for non-blocking execution. - Updated calls to `load_graph_from_path` and `load_graph_from_script` within `serve_command` and `run` to await their results, enhancing performance and responsiveness. - Improved overall async handling in the CLI commands for better integration with async workflows. * feat: Refactor load_graph_from_path to support async execution - Changed `load_graph_from_path` to an async function, enabling non-blocking graph loading. - Updated the call to `load_graph_from_script` to use await, improving performance during graph retrieval. - Enhanced the overall async handling in the CLI for better integration with async workflows. * feat: Enhance async handling in simple_agent and related tests - Updated `get_graph` function in `simple_agent.py` to utilize async component initialization for improved responsiveness. - Modified test cases in `test_simple_agent_in_lfx_run.py` to validate the async behavior of `get_graph`. - Refactored various test functions across multiple files to support async execution, ensuring compatibility with the new async workflows. - Improved documentation for async functions to clarify their purpose and usage. * docs: Implement async get_graph function for improved component initialization - Introduced an async `get_graph` function in `README.md` to facilitate non-blocking component initialization. - Enhanced the logging configuration and component setup within the async function, ensuring a smoother flow. - Updated documentation to clarify the purpose and return type of the `get_graph` function, aligning with the async handling improvements. * refactor: reorder imports in simple_agent test file * style: reorder imports in simple_agent test file * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * update component index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * fix: prevent UI from getting stuck when switching to cURL mode after parse errors * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes --------- Co-authored-by: Koren Lazar <44236526+korenLazar@users.noreply.github.com> Co-authored-by: Koren Lazar <koren.lazar@ibm.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: Edwin Jose <edwin.jose@datastax.com> Co-authored-by: Cristhian Zanforlin Lousa <cristhian.lousa@gmail.com> Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org> Co-authored-by: Sami Marreed <sami.marreed@ibm.com> Co-authored-by: Claude <noreply@anthropic.com> Co-authored-by: codeflash-ai[bot] <148906541+codeflash-ai[bot]@users.noreply.github.com> Co-authored-by: Madhavan <msmygit@users.noreply.github.com> Co-authored-by: Madhavan <cxo@ibm.com> Co-authored-by: Eric Hare <ericrhare@gmail.com> Co-authored-by: ming <itestmycode@gmail.com> Co-authored-by: Hamza Rashid <74062092+HzaRashid@users.noreply.github.com>
Kabilan-16
added a commit
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Jan 21, 2026
* docs: Improve README Quickstart section and add dark mode logo (#10358) * Improve README Quickstart section and reorganize installation options - Add prominent Desktop download section before Quickstart - Remove $ symbols from shell commands to fix copy button functionality - Add clear 'Run from source' option with make run_cli for developers - Improve Docker installation instructions with usage details - Move security warnings to after installation options for better flow - Remove redundant star/issues badges These changes address common user confusion when trying to run Langflow, especially for developers who clone the repo first and then struggle with the package installation instructions. 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com> * Add dark mode logo support - Added picture element for automatic dark/light mode logo switching - Dark mode shows blue background logo, light mode shows black logo 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com> * Final README improvements - Made 'Other install options' a proper section with emoji - Updated deployment section with rocket emoji - Fixed single-line formatting for subsections - Added new star animation gif - Changed 'tool' to 'platform' in description * Improve Desktop download section messaging - Made text more concise and action-oriented - Changed download emoji from arrow to inbox - Removed redundant 'built-in' and bold formatting - Cleaner parenthetical for OS availability * Revise README for Langflow Desktop and deployment info Updated sections for clarity and added details about Langflow Desktop and deployment options. * Revert star gif to GitHub attachment URL Testing if local file path issue or markdown previewer issue * Apply suggestion from @mendonk * Apply suggestion from @mendonk * Apply suggestion from @mendonk * Apply suggestion from @mendonk * readme-changes * Apply suggestion from @mendonk --------- Co-authored-by: Claude <noreply@anthropic.com> Co-authored-by: Mendon Kissling <59585235+mendonk@users.noreply.github.com> Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org> * fix: require active user for monitor endpoints (#10568) Require active user for monitor endpoints * refactor: Reorganize sidebar categories (#10180) * Reorganize sidebar categories * finishing touches * templates * ruff check fix * merge fix * filter out knowledge when ff'd off * BE tests * [autofix.ci] apply automated fixes * more test fixes * integration test fix * Unit tests * more test fixes * reorg tests * [autofix.ci] apply automated fixes * update ui tests * [autofix.ci] apply automated fixes * mcp and playwright tests * [autofix.ci] apply automated fixes * BE test fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * test fix --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: Edwin Jose <edwin.jose@datastax.com> * fix(agent): handle missing message id for disconnected agents (#10560) * fix(agent): handle missing message id for disconnected agents * [autofix.ci] apply automated fixes * will this update comp index * comp index --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: Jordan Frazier <jordan.frazier@datastax.com> * fix: Langflow logo on home page when s3 is enabled (#10352) * fixed and added tests * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * fix(playground): preserve timer start time when playground is reopened (#10516) * Fix playground timer * add jest unit tests --------- Co-authored-by: cristhianzl <cristhian.lousa@gmail.com> * fix: MCP component auto reset issue in non Tool Mode (#10440) * Optimize tool dropdown handling and output processing Improves logic for updating tool dropdown options by checking if the server has changed and whether tool mode is active, reducing unnecessary updates. Adds a process_output_item method to parse tool output as JSON when appropriate, enhancing output handling. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * Update component_index.json * Update Nvidia Remix.json * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Update component_index.json * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * use cache enabled even for the no tool mode * Update component_index.json * [autofix.ci] apply automated fixes * Update Nvidia Remix.json * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * Add Notion integration components to index Updated component_index.json to include new Notion integration components: AddContentToPage, NotionDatabaseProperties, NotionListPages, NotionPageContent, NotionPageCreator, NotionPageUpdate, and NotionSearch. These components provide functionality for interacting with Notion databases and pages, including querying, creating, updating, and retrieving content. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * fix: add selector to let dropdown load add Select a tool selector to let dropdown load before interacting * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Update MCPToolsComponent code and metadata Updated the code and code_hash for MCPToolsComponent in Nvidia Remix starter project and synchronized the component_index.json to reflect the latest code and metadata. This ensures consistency and includes recent improvements or fixes to the MCPToolsComponent implementation. --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: Adam Aghili <Adam.Aghili@ibm.com> * fix: Switch to browser-compatible MathJax import (#10563) add browser support to rehype package build * feat: patch icons to support dark theme and Composio Slack component fix. (#10577) * feat: add Composio Components & logos tweak * Display name consistency * update init * fix: format * fix: suggested changes by Mike * feat: add Composio Components & logos tweak * Display name consistency * update init * fix: format * fix: suggested changes by Mike * updates components JSON * fix: format * updates components JSON * Remove unnecessary blank lines in __init__.py Cleaned up formatting by deleting extra blank lines in the _dynamic_imports dictionary for improved readability. * Update component_index.json * Update component_index.json * Update component_index.json * Update component_index.json * fix: Slack component issue * fix: icons update to support dark theme * fix: Klaviyo imports * Update component_index.json --------- Co-authored-by: Edwin Jose <edwin.jose@datastax.com> * feat: add toolkit_versions and updated composio and composio_langchain versions. (#10578) * feat: added toolkit versions and updated composio and composio_langchain packages * fix: format --------- Co-authored-by: Edwin Jose <edwin.jose@datastax.com> * fix: marked required fields for fields with MultilineInput input types. (#10579) fix: marked required fields with MultilineInputs Co-authored-by: Edwin Jose <edwin.jose@datastax.com> * feat: replaced initiate method with link method. (#10580) feat: replaced .initiate() with .link() Co-authored-by: Edwin Jose <edwin.jose@datastax.com> * feat: Add ALTK Agent with tool validation and comprehensive tests (#10587) * Add ALTK Agent with tool validation and comprehensive tests - Added agent-lifecycle-toolkit~=0.4.1 dependency to pyproject.toml - Implemented ALTKBaseAgent with comprehensive error handling and tool validation - Added ALTKToolWrappers for SPARC integration and tool execution safety - Created ALTK Agent component with proper LangChain integration - Added comprehensive test suite covering tool validation, conversation context, and edge cases - Fixed docstring formatting to comply with ruff linting standards * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * minor fix to execute_tool that was left out. * Fixes following coderabbitai comments. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * Update component_index.json * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Add custom message to dict conversion in ValidatedTool * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Add Notion integration components to index Updated component_index.json to include new Notion integration components: AddContentToPage, NotionDatabaseProperties, NotionListPages, NotionPageContent, NotionPageCreator, NotionPageUpdate, and NotionSearch. These components provide functionality for interacting with Notion databases and pages, including querying, creating, updating, and retrieving content. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) --------- Co-authored-by: Koren Lazar <koren.lazar@ibm.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: Edwin Jose <edwin.jose@datastax.com> * feat: Add MCP server config sanitization for sensitive data (#10552) add clean mcp config function * feat: Implement dynamic model discovery system (#10523) * add dynamic model request * add description to groq * add cache folder to store cache models json * change git ignore description * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * add comprehensive tests for Groq dynamic model discovery - Add 101 unit tests covering success, error, and edge cases - Test model discovery, caching, tool calling detection - Test fallback models and backward compatibility - Add support for real GROQ_API_KEY from environment - Fix all lint errors and improve code quality * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * fix Python 3.10 compatibility - replace UTC with timezone.utc Python 3.10 doesn't have datetime.UTC, need to use timezone.utc instead * fix pytest hook signature - use config instead of _config * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * fix conftest config.py * fix timezone UTC on tests * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * feat: remove `code` from Transactions to reduce clutter in logs (#10400) * refactor: remove code from transaction model inputs * refactor: remove code from transaction model inputs * tests: add tests to make sure code is not added to transactions data * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * refactor: improve code removal from logs with explicit dict copying --------- Co-authored-by: Edwin Jose <edwin.jose@datastax.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * refactor(service_manager): implement lazy initalization of service manager (#8828) * refactor: implement lazy initialization for ServiceManager with thread safety - Replaced direct instantiation of ServiceManager with a lazy initialization approach using a global variable and threading lock. - Updated the public API to expose `get_service_manager` for retrieving the singleton instance. - Ensured thread-safe access to the ServiceManager instance to prevent issues during module import. * refactor: update service manager imports to use get_service_manager - Replaced direct imports of service_manager with get_service_manager in multiple files to ensure consistent access to the singleton instance. - This change enhances code clarity and maintains the lazy initialization approach for the ServiceManager. * refactor: remove deprecated Enhanced ServiceManager implementation * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * refactor: implement thread-safe lazy initialization for ServiceManager * feat: add filelock dependency in lfx * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * update component index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * feat: new release for cuga component (#10591) * feat: new release of cuga * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * fix: address review * fix: fixed more bugs * fix: build component index * [autofix.ci] apply automated fixes * fix: update test * chore: update component index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * ci: upgrade playwright to 1.56 and fix second time imports (#10284) * chore: update Playwright and related dependencies to version 1.56.0 in package.json and package-lock.json * refactor: update addLegacyComponents function to improve selector checks - Replaced the expect assertion with a waitForSelector call to ensure the sidebar legacy switch is checked, enhancing reliability in tests. - Updated import statement for Page from "@playwright/test" for consistency with current practices. * fix playwright imports * chore: update Playwright version in CI workflow to 1.56.0 for consistency with project dependencies * refactor: enhance lockFlow and unlockFlow functions for improved visibility checks - Replaced isVisible calls with waitFor to ensure elements are visible before proceeding, enhancing test reliability. - Removed unnecessary waitForTimeout calls to streamline the flow execution process. * test(playwright): add validation for settings menu header text * refactor(playwright): improve lock flow test with expect assertions * refactor(playwright): simplify legacy component toggle validation * feat: adds Component Inputs telemetry (#10254) * feat: Introduce telemetry tracking for sensitive field types Added a new set of field types that should not be tracked in telemetry due to their sensitive nature, including PASSWORD, AUTH, FILE, CONNECTION, and MCP. Updated relevant input classes to ensure telemetry tracking is disabled for these sensitive fields, enhancing data privacy and security. * feat: Enhance telemetry payloads with additional fields and serialization support Added new fields to the ComponentPayload and ComponentInputsPayload classes, including component_id and component_run_id, to improve telemetry data tracking. Introduced a serialize_input_values function to handle JSON serialization of component input values, ensuring robust handling of input data for telemetry purposes. * feat: Implement telemetry input tracking and caching Added functionality to track and cache telemetry input values within the Component class. Introduced a method to determine if inputs should be tracked based on sensitivity and an accessor for retrieving cached telemetry data, enhancing the robustness of telemetry handling. * feat: Add logging for component input telemetry Introduced a new method, log_package_component_inputs, to the TelemetryService for logging telemetry data related to component inputs. This enhancement improves the tracking capabilities of the telemetry system, allowing for more detailed insights into component interactions. * feat: Enhance telemetry logging for component execution Added functionality to log component input telemetry both during successful execution and error cases. Introduced a unique component_run_id for each execution to improve tracking. This update ensures comprehensive telemetry data collection, enhancing the robustness of the telemetry system. * feat: Extend telemetry payload tests and enhance serialization Added tests for the new component_id and component_run_id fields in ComponentPayload and ComponentInputsPayload classes. Introduced a new test suite for ComponentInputTelemetry, covering serialization of various data types and handling of edge cases. This update improves the robustness and coverage of telemetry data handling in the system. * fix: Update default telemetry tracking behavior in BaseInputMixin Changed the default value of track_in_telemetry from True to False in the BaseInputMixin class. Updated documentation to clarify that telemetry tracking is now opt-in and can be explicitly enabled for individual input types, enhancing data privacy and control. * fix: Update telemetry tracking defaults for input types Modified the default value of `track_in_telemetry` for various input classes to enhance data privacy. Regular inputs now default to False, while safe inputs like `IntInput` and `BoolInput` default to True, ensuring explicit opt-in for telemetry tracking. Updated related tests to reflect these changes. * feat: add chunk_index and total_chunks fields to ComponentInputsPayload This commit adds two new optional fields to ComponentInputsPayload: - chunk_index: Index of this chunk in a split payload sequence - total_chunks: Total number of chunks in the split sequence Both fields default to None and use camelCase aliases for serialization. This is Task 1 of the telemetry query parameter splitting implementation. Tests included: - Verify fields exist and can be set - Verify camelCase serialization aliases work correctly - Verify fields default to None when not provided Generated with Claude Code (https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * refactor: update ComponentInputsPayload to support automatic splitting of oversized inputs This commit enhances the ComponentInputsPayload class by implementing functionality to automatically split input values into multiple chunks if they exceed the maximum URL size limit. Key changes include: - Added methods for calculating URL size, truncating oversized values, and splitting payloads. - Updated component_inputs field to accept a dictionary instead of a string for better handling of input values. - Improved documentation for the ComponentInputsPayload class to reflect the new splitting behavior and usage examples. These changes aim to improve telemetry data handling and ensure compliance with URL length restrictions. * refactor: enhance log_package_component_inputs to handle oversized payloads This commit updates the log_package_component_inputs method in the TelemetryService class to split component input payloads into multiple requests if they exceed the maximum URL size limit. Key changes include: - Added logic to split the payload using the new split_if_needed method. - Each chunk is queued separately for telemetry logging. These improvements ensure better handling of telemetry data while adhering to URL length restrictions. * refactor: centralize maximum telemetry URL size constant This commit introduces a centralized constant, MAX_TELEMETRY_URL_SIZE, to define the maximum URL length for telemetry GET requests. Key changes include: - Added MAX_TELEMETRY_URL_SIZE constant to schema.py for better maintainability. - Updated split_if_needed method in ComponentInputsPayload to use the new constant instead of a hardcoded value. - Adjusted the TelemetryService to reference the centralized constant for URL size limits. These changes enhance code clarity and ensure consistent handling of URL size limits across the telemetry service. * refactor: update ComponentInputsPayload tests to use dictionary inputs This commit modifies the tests for ComponentInputsPayload to utilize a dictionary for component inputs instead of a serialized JSON string. Key changes include: - Renamed the test method to reflect the new input type. - Removed unnecessary serialization steps and assertions related to JSON strings. - Added assertions to verify the correct handling of dictionary inputs. These changes streamline the testing process and improve clarity in how component inputs are represented. * test: add integration tests for telemetry service payload splitting This commit introduces integration tests for the TelemetryService to verify its handling of large and small payloads. Key changes include: - Added tests to ensure large payloads are split into multiple chunks and queued correctly. - Implemented a test to confirm that small payloads are not split and result in a single queued event. - Created a mock settings service for testing purposes. These tests enhance the reliability of the telemetry service by ensuring proper payload management. * test: enhance ComponentInputsPayload tests with additional scenarios This commit expands the test suite for ComponentInputsPayload by adding various scenarios to ensure robust handling of input payloads. Key changes include: - Introduced tests for calculating URL size, ensuring it returns a positive integer and accounts for encoding. - Added tests to verify the splitting logic for large payloads, including checks for chunk metadata and preservation of fixed fields. - Implemented property-based tests using Hypothesis to validate that all chunks respect the maximum URL size and preserve original data. These enhancements improve the reliability and coverage of the ComponentInputsPayload tests, ensuring proper functionality under various conditions. * [autofix.ci] apply automated fixes * optimize query param encoding Co-authored-by: codeflash-ai[bot] <148906541+codeflash-ai[bot]@users.noreply.github.com> * refactor: extract telemetry logging logic into a separate function This commit introduces a new function, _log_component_input_telemetry, to centralize the logic for logging component input telemetry. The function is called in two places within the generate_flow_events function, improving code readability and maintainability by reducing duplication. This change enhances the clarity of telemetry handling in the flow generation process. * refactor: optimize truncation logic in ComponentInputsPayload This commit refines the truncation logic for input values in the ComponentInputsPayload class. The previous binary search method for string values has been simplified, allowing for direct truncation of both string and non-string values. This change enhances code clarity and maintains functionality while ensuring optimal handling of oversized inputs. * refactor: update telemetry tracking logic to respect opt-in flag This commit modifies the telemetry tracking logic in the Component class to change the default behavior of the `track_in_telemetry` attribute from True to False. This adjustment enhances user privacy by requiring explicit consent for tracking input objects in telemetry. The change ensures that sensitive field types are still auto-excluded from tracking, maintaining the integrity of the telemetry data. * refactor: update tests to use dictionary format for component inputs This commit modifies the integration tests for telemetry payload validation and component input telemetry to utilize dictionaries for component inputs instead of serialized JSON strings. Key changes include: - Updated assertions to compare dictionary inputs directly. - Enhanced clarity and maintainability of the test cases by removing unnecessary serialization steps. These changes improve the representation of component inputs in tests, aligning with recent refactoring efforts. * [autofix.ci] apply automated fixes * refactor: specify type for current_chunk_inputs in ComponentInputsPayload This commit updates the type annotation for the current_chunk_inputs variable in the ComponentInputsPayload class to explicitly define it as a dictionary. This change enhances code clarity and maintainability by providing better type information for developers working with the code. * test: add component_id to ComponentPayload tests This commit enhances the test cases for the ComponentPayload class by adding a component_id parameter to various initialization tests. The updates ensure that the component_id is properly tested across different scenarios, including valid parameters, error messages, and edge cases. This change improves the robustness of the tests and aligns with recent updates to the ComponentPayload structure. * [autofix.ci] apply automated fixes * feat: add component_id to ComponentPayload in build_vertex function * fix: update MAX_TELEMETRY_URL_SIZE to 2048 and adjust related tests This commit increases the maximum URL size for telemetry GET requests from 2000 to 2048 bytes to align with Scarf's specifications. Corresponding test assertions have been updated to reference the new constant, ensuring consistency across the codebase. * [autofix.ci] apply automated fixes * feat(telemetry): add track_in_telemetry field to starter project configurations * refactor(telemetry): remove unused blank line in test imports * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * update starter templates * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) --------- Co-authored-by: Claude <noreply@anthropic.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: codeflash-ai[bot] <148906541+codeflash-ai[bot]@users.noreply.github.com> * fix(telemetry): resolve cyclic import in telemetry service (#10598) * fix(telemetry): resolve cyclic import by moving get_email_model * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * feat: Add gpt-5.1 model to Language models (#10590) * Add gpt-5.1 model to starter projects Added 'gpt-5.1' to the list of available models in all starter project JSON files to support the new model version. This update ensures users can select gpt-5.1 in agent configurations. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Update component_index.json * [autofix.ci] apply automated fixes * Update component_index.json * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * fix: Use the proper Embeddings import for Qdrant vector store (#10613) * Use the proper Embeddings import for Qdrant vector store * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: Madhavan <cxo@ibm.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * fix: Ensure split text test is more robust (#10622) * fix: Ensure split text test is more robust * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * docs: security notice (#10555) * docs-security-notice * Apply suggestions from code review Co-authored-by: April I. Murphy <36110273+aimurphy@users.noreply.github.com> * code-review * link-to-security-bulletin * Apply suggestions from code review Co-authored-by: April I. Murphy <36110273+aimurphy@users.noreply.github.com> --------- Co-authored-by: April I. Murphy <36110273+aimurphy@users.noreply.github.com> * fix: use issubclass in the pool creation (#10232) * use issubclass in the pool creation * [autofix.ci] apply automated fixes * add poolclass pytests * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: Hamza Rashid <74062092+HzaRashid@users.noreply.github.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: cristhianzl <cristhian.lousa@gmail.com> * docs: OpenAPI spec version upgraded from 1.6.5 to 1.6.8 (#10627) Co-authored-by: github-merge-queue <118344674+github-merge-queue@users.noreply.github.com> Co-authored-by: Mendon Kissling <59585235+mendonk@users.noreply.github.com> * chore: Fix indentation on bundles-docling.mdx (#10640) * feat: make it possible to load graphs using `get_graph` function in scripts (#9913) * feat: Enhance graph loading functionality to support async retrieval - Updated `load_graph_from_script` to be an async function, allowing for the retrieval of the graph via an async `get_graph` function if available. - Implemented fallback to the existing `graph` variable for backward compatibility. - Enhanced `find_graph_variable` to identify both `get_graph` function definitions and `graph` variable assignments, improving flexibility in script handling. * feat: Update load_graph_from_script to support async graph retrieval - Refactored `load_graph_from_script` to be an async function, enabling the use of an async `get_graph` function for graph retrieval. - Implemented a fallback mechanism to access the `graph` variable for backward compatibility. - Enhanced error handling to provide clearer messages when neither `graph` nor `get_graph()` is found in the script. * feat: Refactor simple_agent.py to support async graph creation - Introduced an async `get_graph` function to handle the initialization of components and graph creation without blocking. - Updated the logging configuration and component setup to be part of the async function, improving the overall flow and responsiveness. - Enhanced documentation for the `get_graph` function to clarify its purpose and return type. * feat: Update serve_command and run functions to support async graph loading - Refactored `serve_command` to be an async function using `syncify`, allowing for non-blocking execution. - Updated calls to `load_graph_from_path` and `load_graph_from_script` within `serve_command` and `run` to await their results, enhancing performance and responsiveness. - Improved overall async handling in the CLI commands for better integration with async workflows. * feat: Refactor load_graph_from_path to support async execution - Changed `load_graph_from_path` to an async function, enabling non-blocking graph loading. - Updated the call to `load_graph_from_script` to use await, improving performance during graph retrieval. - Enhanced the overall async handling in the CLI for better integration with async workflows. * feat: Enhance async handling in simple_agent and related tests - Updated `get_graph` function in `simple_agent.py` to utilize async component initialization for improved responsiveness. - Modified test cases in `test_simple_agent_in_lfx_run.py` to validate the async behavior of `get_graph`. - Refactored various test functions across multiple files to support async execution, ensuring compatibility with the new async workflows. - Improved documentation for async functions to clarify their purpose and usage. * docs: Implement async get_graph function for improved component initialization - Introduced an async `get_graph` function in `README.md` to facilitate non-blocking component initialization. - Enhanced the logging configuration and component setup within the async function, ensuring a smoother flow. - Updated documentation to clarify the purpose and return type of the `get_graph` function, aligning with the async handling improvements. * refactor: reorder imports in simple_agent test file * style: reorder imports in simple_agent test file * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * update component index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * feat: Add custom download node function (#10659) * add custom download node * use download node * feat: Add type check before issubclass in service discovery (#10636) * Add type check before issubclass in service discovery Added an isinstance(obj, type) check before issubclass to prevent errors when inspecting module members for Service and ServiceFactory subclasses. This improves robustness when dynamically importing services and factories. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * docs: readme update (#10657) * dep-management * are * fix: minor redesign of guardrails for disabling components in LF Astra cloud (#10662) * create cloud validation util file disable local_db if in astra cloud disable split_video if in astra cloud disable video_file component if in astra cloud ruff (video_file.py) correct the error message in video_file.py disable mem0 and composio in astra cloud update astra disable component util fn name to be more descriptive add tests for disabling components minor docs patch remove component disable check in places that interact with building the component index replace init test with execution in composio unit test suite remove dotenv from validate_cloud * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * fix: prevent autofix workflow loop from bot commits (#10673) fix(ci): prevent autofix workflow loop from bot commits * fix(lfx-dev): reload specific modules while preserving index cache (#10629) * fix(lfx-dev): reload specific modules while preserving index cache * refactor: restructure component loading with strategy pattern for dev mode * fix: improve cache loading error handling in component index loading * refactor: reorganize CUGA and ALTK components into single-element bundles (#10671) * moved cuga and altk * reverted starter templates * [autofix.ci] apply automated fixes * updated import * [autofix.ci] apply automated fixes * revert starter templates * fixed some python tests * fix: update import assertions for backward compatibility in dynamic import tests * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * fix: update import paths for set_advanced_true and get_parent_agent_inputs in test_helper_functions --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * feat: fix cuga component with new release (#10646) * bufix(cuga_agent): fixed no output chat bug * fix: remove structured output feature * fix: stablize component * fix: chat output component not working * fix: add strategy flag * fix: update cuga version * feat: add component index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * update some imports to use lfx * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * fix: update review * chore: build component index * chore: build component * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * fix(cuga): ensure message id exists when not connected to output * fix: component result id on chat output * chore: fix component index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Revert test_agent_component.py back to origin/main * fix: remove unwanted tests * chore: new build index * [autofix.ci] apply automated fixes * fix: update test * chore: build index * [autofix.ci] apply automated fixes * fix: update package of cuga * chore: build component index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * update comp index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * trying comp index again? * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes --------- Co-authored-by: Offer Akrabi <offer.akrabi@il.ibm.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: Jordan Frazier <jordan.frazier@datastax.com> * fix: Add IBM watsonx.ai support to EmbeddingModel (#10677) * Add IBM watsonx.ai support to EmbeddingModel Added IBM watsonx.ai as a supported provider in EmbeddingModelComponent, updated dependencies and code to integrate ibm_watsonx_ai and pydantic. Updated starter project and component index metadata to reflect new dependencies and code changes. * update watsonx default models * update index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Update test_embedding_model_component.py * Update component_index.json * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * fix: rename LLM router to LLM selector (#10650) * fix: rename LLM router to LLM selector * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * fix: rename LLMRouter component to LLMSelector * fix: resolved merge conflicts * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * fix: resolved merge conflicts * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * fix: refactor file name * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * fix: resolve merge conflict * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * fix: resolve merge conflict * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * Fix: add environment variable flag to log alembic to stdout (#10620) * fix: add flag to log alembic to stdout fix indentation refine docs mypy (db service.py) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * fix: move sql database to data source category (#10651) * fix: move sql database to data source category * [autofix.ci] apply automated fixes * fix: resolve merge conflict --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * fix: fixes YouTube Icon name in lazyloadingMapping (#10628) * fix lazyloadingMapping component name * fix: merge conflicts * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes * fix: resolve merge conflict --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * Fix: rename sidebar category flow controls to flow control (#10649) * rename sidebar category flow controls to flow control * fix: addressed PR comments * fix: expose logger functions at module level for backwards comp (#10670) * Expose logger functions at module level for backwards comp * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * feat: agentic UX (#10567) * Add empty __init__.py files for agentic modules Created empty __init__.py files in agentic, core, tools, and utils directories to initialize them as Python packages. * Add agentic template search utilities and tests Introduces a new agentic utilities module for Langflow, including template search, tag extraction, and template count functions. Adds a README, demo script, and comprehensive unit tests for template search functionality. * Add Langflow Agentic MCP server with FastMCP tools Introduces a new MCP (Model Context Protocol) server for Langflow agentic tools using FastMCP. Adds server, CLI, example usage, tests, and comprehensive documentation. Exposes four MCP tools: search_templates, get_template, list_all_tags, and count_templates, enabling AI assistants to query and filter Langflow templates programmatically. * Handle unparameterized list types in schema inputs Adds support for unparameterized list annotations by treating them as lists of strings when converting schemas to Langflow inputs. This ensures nullable array schemas without explicit item types are handled gracefully. * Refactor search_templates to simplify parameters Removed the 'tags' parameter from the search_templates function and set a default value for 'fields'. Updated the call to list_templates to match the new signature, streamlining template search functionality. * Add output item processing for tool results Introduced process_output_item to handle tool output items, attempting to parse text-type items as JSON. This improves downstream handling of tool outputs by converting JSON strings to dictionaries when possible. * Refactor knowledge base path initialization Replaces direct settings access with a lazy-loading function for the knowledge bases root path in Knowledge Ingestion and Knowledge Retrieval starter projects. This improves reliability and consistency when accessing the knowledge base directory, and updates all usages to the new helper function. * Update component_index.json * Add IBM watsonx.ai support to starter projects Introduces IBM watsonx.ai as a selectable model provider in multiple starter project JSONs. Adds new input fields for 'base_url', 'project_id', and 'max_output_tokens' to support IBM watsonx.ai integration. Updates agent component code to handle new provider and its required parameters. * Add Ollama to supported LLM providers in starter projects Ollama has been added as a supported provider alongside Anthropic, Google Generative AI, OpenAI, and IBM watsonx.ai in all starter project JSON files. This expands the available options for LLM integration in initial setup templates. * Update Ollama model input constants and logic Refactored model_input_constants.py to update the OLLAMA_MODEL_INPUTS and OLLAMA_MODEL_INPUTS_MAP. Modified ollama.py to use the new input mapping and improved input handling for Ollama components. * Add flow creation from template MCP tool Introduces a new MCP tool for creating flows from starter templates in Langflow Agentic. Adds the utility function `create_flow_from_template_and_get_link` and exposes it via the FastMCP server, allowing users to create flows by template id and receive a UI link. Updates imports and documentation accordingly. * Add component search utilities and MCP tools to server Introduces new component search and retrieval tools to the MCP server, including endpoints for searching, listing, and counting components. Adds support functions in support.py for data normalization and a new component_search.py utility module. Updates the Nvidia Remix starter project to use the latest MCPToolsComponent code. * Add flow graph visualization utilities Introduces async utility functions for generating ASCII and text representations of flow graphs, as well as metadata summaries. These utilities support fetching flows by ID or name, error handling, and integration with Langflow's graph and logging modules. * Add flow component operations utilities and MCP tools Introduces flow component management utilities in `flow_component.py` for retrieving, updating, and listing component field values. Exposes new MCP tools in `server.py` for accessing component details, field values, updating fields, and listing all fields within a flow component. * Add SystemMessageGen flow and update MCPTools Introduces SystemMessageGen.json flow for agentic system message generation and updates MCPTools component logic in flow_component.py to support new flow structure and tool handling. * feat: init aiButton create an aiButton that opens the prompt modal for demoing add multiinput mixin * Update component_index.json * Refactor SystemMessageGen flow and remove unused init files Updated SystemMessageGen.json to support custom instructions, OpenAI model configuration, and improved agent settings. Removed unused __init__.py files from agentic, core, tools, and utils directories to clean up the codebase. * update to the mcp component * Add verify_ssl option to MCPToolsComponent Introduces a 'verify_ssl' boolean input to MCPToolsComponent for controlling SSL certificate verification in HTTPS connections. The option is added to the server config if not present, allowing users to disable verification for development or testing with self-signed certificates. * Optimize tool dropdown handling and output processing Improves logic for updating tool dropdown options by checking if the server has changed and whether tool mode is active, reducing unnecessary updates. Adds a process_output_item method to parse tool output as JSON when appropriate, enhancing output handling. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * feat: init onclick assistant prompt generation first pass at on button click generate input and auto fill a field * Replace MCPTools with Prompt Template in SystemMessageGen flow Updated the SystemMessageGen.json flow to use the Prompt Template and Parser components instead of MCPTools. Adjusted edges, nodes, and component configurations to reflect the new prompt-based workflow, removing tool selection and execution logic in favor of prompt generation and parsing. * Update SystemMessageGen flow and frontend dependencies Refactored edge connections and metadata in SystemMessageGen.json to improve flow logic and updated endpoint name. Added new optional and peer dependencies to package-lock.json, including @mapbox/node-pre-gyp and related packages, to support canvas and other modules. * Update user authentication in simplified_run_flow endpoint Replaces the dependency on api_key_security with CurrentActiveUser for the api_key_user parameter in the simplified_run_flow endpoint. This change is part of a TODO to create a new endpoint and may affect how user authentication is handled. * feat: hook everything up and have onclick prompt hook up commit * Add auto-configuration for Agentic MCP server Introduces utilities and startup logic to automatically configure the Langflow Agentic MCP server for all users when the agentic experience is enabled. Adds a new settings flag `agentic_experience` to control this feature, and updates the main server startup to trigger configuration. This enables agentic tools for flow/component operations, template search, and graph visualization in MCP clients. * Enable agentic MCP server and improve initialization Set agentic_experience to True by default in settings. Refactor agentic MCP server initialization in main.py to run in the background with a delay and retry logic, improving startup reliability. Update function calls to use 'current_user' instead of 'user' in agentic_mcp.py for consistency. * Update user authentication in simplified_run_flow Modified the api_key_user parameter to accept either CurrentActiveUser or UserRead from api_key_security, supporting both Bearer and session authentication methods. * revert the apikeu_user changes * test new api endpoint * Refactor agent flow and update component inputs Updated SystemMessageGen.json to refactor edge connections and node IDs for agentic flow. Added 'base_url' as a required input, enabled 'ai_enabled' for agent description, and replaced static memory input handling with dynamic retrieval via get_base_inputs(). Also improved tool callback setup and updated code hash and last_updated metadata. * Improve agentic flow creation and updating logic Enhances the agentic flow setup to extract flow_id and endpoint_name from JSON, update existing flows by ID or endpoint_name, and create new flows if they don't exist. Adds detailed logging and ensures flows are up-to-date in the user's Langflow Assistant folder. * chore: aibutton clean up * chore: add assistant store * Update SystemMessageGen.json * Update agentic_mcp.py * Update component_index.json * Fix agent input extraction from Message objects Agents now correctly extract and use the text content from Message objects, rather than passing the entire object or its string representation. This resolves issues where agents received verbose message representations instead of just the intended string input, and includes improved handling for multimodal content. Corresponding unit and integration tests have been added to verify this behavior for both OpenAI and Anthropic agents. * Add TemplateAssistant Langflow flow definition Introduces TemplateAssistant.json, a comprehensive Langflow flow configuration for agentic workflows. This flow integrates AstraDB, MCP Tools, and user input/output nodes, enabling document ingestion, search, and tool orchestration within the Langflow backend. * Improve MCPToolsComponent server/tool config refresh Refactored MCPToolsComponent to better handle tool and server config refreshes, especially when the MCP server changes. Added logic to avoid unnecessary clearing of tool inputs and options, and improved caching and UI update behavior for tool selection. Also updated related flow and starter project JSON files to reflect these changes. * auto add Global Variables for Agentic Experience * chore: clean up and get button working again * cleanup .md * fix:ruff, Refactor agentic utils and improve error handling Introduces shared default field lists for template/component search, refactors exception handling to use logger and add finally/else blocks, and improves type hinting with TYPE_CHECKING. Updates file opening to use Path objects, enhances error logging in template search, and removes the unused test_template_search.py file. * fix:ruff Expand exception handling in agentic MCP utilities Broadened exception handling in agentic MCP server and variable management functions to catch specific errors such as HTTPException, SQLAlchemyError, and common system exceptions. This improves robustness and error logging during server configuration, removal, and variable initialization. * aka-clean-up-1 * Remove duplicate process_output_item method Deleted two redundant definitions of the process_output_item method from MCPToolsComponent to clean up the code and prevent confusion. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes * Refactor service usage and improve project deletion logging Refactored login API to reuse a single settings service instance. Enhanced logging and error messaging when attempting to delete the Langflow Assistant folder. Minor variable usage cleanup in agentic flows setup and agent component test. * [autofix.ci] apply automated fixes (attempt 2/3) * Update test_template_search.py * Handle specific exceptions in agentic flow loading Updated the exception handling in load_agentic_flows to catch only OSError and orjson.JSONDecodeError instead of all exceptions, improving error specificity and logging. * Update component_index.json * [autofix.ci] apply automated fixes * revert loading setting service * Update login.py * Update SystemMessageGen.json * Update TemplateAssistant.json * [autofix.ci] apply automated fixes * Update constants.py * chore: seperate templateassistant and sysmessgen seperate templateassistant and sysmessgen frontend queries * chore: add header feature flag * use feature flag for all ui * [autofix.ci] apply automated fixes * package-lcok update * [autofix.ci] apply automated fixes * chore: LANGFLOW_AGENTIC_EXPERIENCE fe ff name * Update login.py * lint fix * [autofix.ci] apply automated fixes * Update component_index.json * chore: fix adjust-screan-view click * chore: same force issue as adjust-screen-view * chore: playwright pass 2 * revert package-lock * add type to langflow_modules * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * Handle TypeError in class-based serialization Adds a try-except block to catch TypeError when checking issubclass for objects that are types but not proper classes, such as typing special forms. This prevents serialization errors for generic aliases and similar constructs. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * Refactor type handling in field update and serialization Changed 'new_value' parameter type to str in update_flow_component_field for stricter typing. Simplified exception handling in serialize by removing unnecessary try/except around issubclass checks for class-based Pydantic types. --------- Co-authored-by: Adam Aghili <Adam.Aghili@ibm.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * ci: bump actions/checkout to v6 (#10697) * feat: Improve OAuth error handling and frontend sync behavior (#10626) * updates for version comp * migrate mcp composer fix to main * migrate mcp composer fix to main * version constraints * go back to pydantic 2.11 * remove logging * directly pin to new version * add instant feedback on error * improve callback function behavior ux * fix tests and mypy issues * bump mcp composer version * fixed latest version mcp * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * revert pydantic changes * computed models pydantic fix * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: Jordan Frazier <jordan.frazier@datastax.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: Hamza Rashid <hzarashid@gmail.com> * fix: Fix TypeError when LANGFLOW_ENABLE_LOG_RETRIEVAL is enabled (#10681) * fix serialize issue when LANGFLOW_ENABLE_LOG_RETRIEVAL is true * add logger tests * [autofix.ci] apply automated fixes * add multiple buffer checker * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * use serialize instead * [autofix.ci] apply automated fixes --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: Edwin Jose <edwin.jose@datastax.com> * docs: update component documentation links to individual pages * Revert "docs: update component documentation links to individual pages" This reverts commit 1da51d4ccba9458506da6ff5b1ab7af23f09c2b6. * test: catch import errors upfront (#10632) * Convert to async and ruff-friendly print * Implement the checking into existing test file itself * Remove the newly introduced lfx test which is now incorporated into existing tests * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Run make build_component_index after merging latest from main * [autofix.ci] apply automated fixes * Revert "docs: update component documentation links to individual pages" This reverts commit 1da51d4ccba9458506da6ff5b1ab7af23f09c2b6. * build component index after origin/main merge into feature branch * [autofix.ci] apply automated fixes --------- Co-authored-by: Madhavan <cxo@ibm.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: Mendon Kissling <59585235+mendonk@users.noreply.github.com> * feat: Support appending files when saving (#10631) * feat: Support appending files when saving * Update save_file.py * Update News Aggregator.json * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Update save_file.py * Update save_file.py * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes * Overwrite existing file if append mode is true * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Update test_mcp_servers_file.py * [autofix.ci] apply automated fixes * Update save_file.py * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> * chore: Update pip and setuptools version constraints (#10708) * update setuptools and pip * remove from lfx pypoetry * feat: Display node name in download error message (#10707) add component name on download error * feat: Add Message Support for Input of Loop Component (#10160) * feat: Add support for messages in Loop Component * feat: Add Message support for input of Loop Component * [autofix.ci] apply automated fixes * Update src/frontend/src/utils/reactflowUtils.ts Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com> * [autofix.ci] apply automated fixes * More cleanup of looping * Fix ruff errors * [autofix.ci] apply automated fixes * Update loop-component.spec.ts * Make loop types generic * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Fixes from gabriel review * [autofix.ci] apply automated fixes --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com> Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org> * fix: Support tool mode in File Component properly (#10520) * Support tool mode in dynamic outputs * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Tool mode and ruff fixes * Template updates * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Update test_mcp_servers_file.py * Revert "Update test_mcp_servers_file.py" This reverts commit 25f24d0d8aa5a7c95c913f862d86513749195ad1. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * add possibility for the agent to access the processed output file * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: cristhianzl <cristhian.lousa@gmail.com> Co-authored-by: Carlos Coelho <80289056+carlosrcoelho@users.noreply.github.com> * docs: include regex for sanitized input types (#10712) include-regex-for-sanitized-input * feat: Version 1.2 - comprehensive database migration guidelines using… (#10519) * feat: Version 1.2 - comprehensive database migration guidelines using the Expand-Contract pattern * Update src/backend/base/langflow/alembic/DB-MIGRATION-GUIDE.MD Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * fix: Cleanup text and typos * feat: Implement migration validation workflow and add migration validator scripts * Update src/backend/base/langflow/alembic/migration_validator.py Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update src/backend/base/langflow/alembic/migration_validator.py Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update src/backend/base/langflow/alembic/migration_validator.py Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * fix: moved the test_migrations directory to under tests * feat: Added migration validator to pre-commit check. * fix: improved test performance. * fix: optimized attribute resolution in migration validator * feat: add comprehensive tests for migration validator and guidelines * fix: Lint is complaining about shebang declared but not being used. * fix: Shebang reinstated. * Update src/backend/base/langflow/alembic/DB-MIGRATION-GUIDE.MD Co-authored-by: Copilot <175728472+Copilot@users.…
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Jan 22, 2026
* docs: Improve README Quickstart section and add dark mode logo (#10358) * Improve README Quickstart section and reorganize installation options - Add prominent Desktop download section before Quickstart - Remove $ symbols from shell commands to fix copy button functionality - Add clear 'Run from source' option with make run_cli for developers - Improve Docker installation instructions with usage details - Move security warnings to after installation options for better flow - Remove redundant star/issues badges These changes address common user confusion when trying to run Langflow, especially for developers who clone the repo first and then struggle with the package installation instructions. 🤖 Generated with [Claude Code](https://claude.ai/code) * Add dark mode logo support - Added picture element for automatic dark/light mode logo switching - Dark mode shows blue background logo, light mode shows black logo 🤖 Generated with [Claude Code](https://claude.ai/code) * Final README improvements - Made 'Other install options' a proper section with emoji - Updated deployment section with rocket emoji - Fixed single-line formatting for subsections - Added new star animation gif - Changed 'tool' to 'platform' in description * Improve Desktop download section messaging - Made text more concise and action-oriented - Changed download emoji from arrow to inbox - Removed redundant 'built-in' and bold formatting - Cleaner parenthetical for OS availability * Revise README for Langflow Desktop and deployment info Updated sections for clarity and added details about Langflow Desktop and deployment options. * Revert star gif to GitHub attachment URL Testing if local file path issue or markdown previewer issue * Apply suggestion from @mendonk * Apply suggestion from @mendonk * Apply suggestion from @mendonk * Apply suggestion from @mendonk * readme-changes * Apply suggestion from @mendonk --------- * fix: require active user for monitor endpoints (#10568) Require active user for monitor endpoints * refactor: Reorganize sidebar categories (#10180) * Reorganize sidebar categories * finishing touches * templates * ruff check fix * merge fix * filter out knowledge when ff'd off * BE tests * [autofix.ci] apply automated fixes * more test fixes * integration test fix * Unit tests * more test fixes * reorg tests * [autofix.ci] apply automated fixes * update ui tests * [autofix.ci] apply automated fixes * mcp and playwright tests * [autofix.ci] apply automated fixes * BE test fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * test fix --------- * fix(agent): handle missing message id for disconnected agents (#10560) * fix(agent): handle missing message id for disconnected agents * [autofix.ci] apply automated fixes * will this update comp index * comp index --------- * fix: Langflow logo on home page when s3 is enabled (#10352) * fixed and added tests * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- * fix(playground): preserve timer start time when playground is reopened (#10516) * Fix playground timer * add jest unit tests --------- * fix: MCP component auto reset issue in non Tool Mode (#10440) * Optimize tool dropdown handling and output processing Improves logic for updating tool dropdown options by checking if the server has changed and whether tool mode is active, reducing unnecessary updates. Adds a process_output_item method to parse tool output as JSON when appropriate, enhancing output handling. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * Update component_index.json * Update Nvidia Remix.json * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Update component_index.json * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * use cache enabled even for the no tool mode * Update component_index.json * [autofix.ci] apply automated fixes * Update Nvidia Remix.json * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * Add Notion integration components to index Updated component_index.json to include new Notion integration components: AddContentToPage, NotionDatabaseProperties, NotionListPages, NotionPageContent, NotionPageCreator, NotionPageUpdate, and NotionSearch. These components provide functionality for interacting with Notion databases and pages, including querying, creating, updating, and retrieving content. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * fix: add selector to let dropdown load add Select a tool selector to let dropdown load before interacting * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Update MCPToolsComponent code and metadata Updated the code and code_hash for MCPToolsComponent in Nvidia Remix starter project and synchronized the component_index.json to reflect the latest code and metadata. This ensures consistency and includes recent improvements or fixes to the MCPToolsComponent implementation. --------- * fix: Switch to browser-compatible MathJax import (#10563) add browser support to rehype package build * feat: patch icons to support dark theme and Composio Slack component fix. (#10577) * feat: add Composio Components & logos tweak * Display name consistency * update init * fix: format * fix: suggested changes by Mike * feat: add Composio Components & logos tweak * Display name consistency * update init * fix: format * fix: suggested changes by Mike * updates components JSON * fix: format * updates components JSON * Remove unnecessary blank lines in __init__.py Cleaned up formatting by deleting extra blank lines in the _dynamic_imports dictionary for improved readability. * Update component_index.json * Update component_index.json * Update component_index.json * Update component_index.json * fix: Slack component issue * fix: icons update to support dark theme * fix: Klaviyo imports * Update component_index.json --------- * feat: add toolkit_versions and updated composio and composio_langchain versions. (#10578) * feat: added toolkit versions and updated composio and composio_langchain packages * fix: format --------- * fix: marked required fields for fields with MultilineInput input types. (#10579) fix: marked required fields with MultilineInputs * feat: replaced initiate method with link method. (#10580) feat: replaced .initiate() with .link() * feat: Add ALTK Agent with tool validation and comprehensive tests (#10587) * Add ALTK Agent with tool validation and comprehensive tests - Added agent-lifecycle-toolkit~=0.4.1 dependency to pyproject.toml - Implemented ALTKBaseAgent with comprehensive error handling and tool validation - Added ALTKToolWrappers for SPARC integration and tool execution safety - Created ALTK Agent component with proper LangChain integration - Added comprehensive test suite covering tool validation, conversation context, and edge cases - Fixed docstring formatting to comply with ruff linting standards * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * minor fix to execute_tool that was left out. * Fixes following coderabbitai comments. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * Update component_index.json * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Add custom message to dict conversion in ValidatedTool * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Add Notion integration components to index Updated component_index.json to include new Notion integration components: AddContentToPage, NotionDatabaseProperties, NotionListPages, NotionPageContent, NotionPageCreator, NotionPageUpdate, and NotionSearch. These components provide functionality for interacting with Notion databases and pages, including querying, creating, updating, and retrieving content. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) --------- * feat: Add MCP server config sanitization for sensitive data (#10552) add clean mcp config function * feat: Implement dynamic model discovery system (#10523) * add dynamic model request * add description to groq * add cache folder to store cache models json * change git ignore description * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * add comprehensive tests for Groq dynamic model discovery - Add 101 unit tests covering success, error, and edge cases - Test model discovery, caching, tool calling detection - Test fallback models and backward compatibility - Add support for real GROQ_API_KEY from environment - Fix all lint errors and improve code quality * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * fix Python 3.10 compatibility - replace UTC with timezone.utc Python 3.10 doesn't have datetime.UTC, need to use timezone.utc instead * fix pytest hook signature - use config instead of _config * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * fix conftest config.py * fix timezone UTC on tests * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) --------- * feat: remove `code` from Transactions to reduce clutter in logs (#10400) * refactor: remove code from transaction model inputs * refactor: remove code from transaction model inputs * tests: add tests to make sure code is not added to transactions data * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * refactor: improve code removal from logs with explicit dict copying --------- * refactor(service_manager): implement lazy initalization of service manager (#8828) * refactor: implement lazy initialization for ServiceManager with thread safety - Replaced direct instantiation of ServiceManager with a lazy initialization approach using a global variable and threading lock. - Updated the public API to expose `get_service_manager` for retrieving the singleton instance. - Ensured thread-safe access to the ServiceManager instance to prevent issues during module import. * refactor: update service manager imports to use get_service_manager - Replaced direct imports of service_manager with get_service_manager in multiple files to ensure consistent access to the singleton instance. - This change enhances code clarity and maintains the lazy initialization approach for the ServiceManager. * refactor: remove deprecated Enhanced ServiceManager implementation * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * refactor: implement thread-safe lazy initialization for ServiceManager * feat: add filelock dependency in lfx * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * update component index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- * feat: new release for cuga component (#10591) * feat: new release of cuga * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * fix: address review * fix: fixed more bugs * fix: build component index * [autofix.ci] apply automated fixes * fix: update test * chore: update component index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- * ci: upgrade playwright to 1.56 and fix second time imports (#10284) * chore: update Playwright and related dependencies to version 1.56.0 in package.json and package-lock.json * refactor: update addLegacyComponents function to improve selector checks - Replaced the expect assertion with a waitForSelector call to ensure the sidebar legacy switch is checked, enhancing reliability in tests. - Updated import statement for Page from "@playwright/test" for consistency with current practices. * fix playwright imports * chore: update Playwright version in CI workflow to 1.56.0 for consistency with project dependencies * refactor: enhance lockFlow and unlockFlow functions for improved visibility checks - Replaced isVisible calls with waitFor to ensure elements are visible before proceeding, enhancing test reliability. - Removed unnecessary waitForTimeout calls to streamline the flow execution process. * test(playwright): add validation for settings menu header text * refactor(playwright): improve lock flow test with expect assertions * refactor(playwright): simplify legacy component toggle validation * feat: adds Component Inputs telemetry (#10254) * feat: Introduce telemetry tracking for sensitive field types Added a new set of field types that should not be tracked in telemetry due to their sensitive nature, including PASSWORD, AUTH, FILE, CONNECTION, and MCP. Updated relevant input classes to ensure telemetry tracking is disabled for these sensitive fields, enhancing data privacy and security. * feat: Enhance telemetry payloads with additional fields and serialization support Added new fields to the ComponentPayload and ComponentInputsPayload classes, including component_id and component_run_id, to improve telemetry data tracking. Introduced a serialize_input_values function to handle JSON serialization of component input values, ensuring robust handling of input data for telemetry purposes. * feat: Implement telemetry input tracking and caching Added functionality to track and cache telemetry input values within the Component class. Introduced a method to determine if inputs should be tracked based on sensitivity and an accessor for retrieving cached telemetry data, enhancing the robustness of telemetry handling. * feat: Add logging for component input telemetry Introduced a new method, log_package_component_inputs, to the TelemetryService for logging telemetry data related to component inputs. This enhancement improves the tracking capabilities of the telemetry system, allowing for more detailed insights into component interactions. * feat: Enhance telemetry logging for component execution Added functionality to log component input telemetry both during successful execution and error cases. Introduced a unique component_run_id for each execution to improve tracking. This update ensures comprehensive telemetry data collection, enhancing the robustness of the telemetry system. * feat: Extend telemetry payload tests and enhance serialization Added tests for the new component_id and component_run_id fields in ComponentPayload and ComponentInputsPayload classes. Introduced a new test suite for ComponentInputTelemetry, covering serialization of various data types and handling of edge cases. This update improves the robustness and coverage of telemetry data handling in the system. * fix: Update default telemetry tracking behavior in BaseInputMixin Changed the default value of track_in_telemetry from True to False in the BaseInputMixin class. Updated documentation to clarify that telemetry tracking is now opt-in and can be explicitly enabled for individual input types, enhancing data privacy and control. * fix: Update telemetry tracking defaults for input types Modified the default value of `track_in_telemetry` for various input classes to enhance data privacy. Regular inputs now default to False, while safe inputs like `IntInput` and `BoolInput` default to True, ensuring explicit opt-in for telemetry tracking. Updated related tests to reflect these changes. * feat: add chunk_index and total_chunks fields to ComponentInputsPayload This commit adds two new optional fields to ComponentInputsPayload: - chunk_index: Index of this chunk in a split payload sequence - total_chunks: Total number of chunks in the split sequence Both fields default to None and use camelCase aliases for serialization. This is Task 1 of the telemetry query parameter splitting implementation. Tests included: - Verify fields exist and can be set - Verify camelCase serialization aliases work correctly - Verify fields default to None when not provided Generated with Claude Code (https://claude.com/claude-code) * refactor: update ComponentInputsPayload to support automatic splitting of oversized inputs This commit enhances the ComponentInputsPayload class by implementing functionality to automatically split input values into multiple chunks if they exceed the maximum URL size limit. Key changes include: - Added methods for calculating URL size, truncating oversized values, and splitting payloads. - Updated component_inputs field to accept a dictionary instead of a string for better handling of input values. - Improved documentation for the ComponentInputsPayload class to reflect the new splitting behavior and usage examples. These changes aim to improve telemetry data handling and ensure compliance with URL length restrictions. * refactor: enhance log_package_component_inputs to handle oversized payloads This commit updates the log_package_component_inputs method in the TelemetryService class to split component input payloads into multiple requests if they exceed the maximum URL size limit. Key changes include: - Added logic to split the payload using the new split_if_needed method. - Each chunk is queued separately for telemetry logging. These improvements ensure better handling of telemetry data while adhering to URL length restrictions. * refactor: centralize maximum telemetry URL size constant This commit introduces a centralized constant, MAX_TELEMETRY_URL_SIZE, to define the maximum URL length for telemetry GET requests. Key changes include: - Added MAX_TELEMETRY_URL_SIZE constant to schema.py for better maintainability. - Updated split_if_needed method in ComponentInputsPayload to use the new constant instead of a hardcoded value. - Adjusted the TelemetryService to reference the centralized constant for URL size limits. These changes enhance code clarity and ensure consistent handling of URL size limits across the telemetry service. * refactor: update ComponentInputsPayload tests to use dictionary inputs This commit modifies the tests for ComponentInputsPayload to utilize a dictionary for component inputs instead of a serialized JSON string. Key changes include: - Renamed the test method to reflect the new input type. - Removed unnecessary serialization steps and assertions related to JSON strings. - Added assertions to verify the correct handling of dictionary inputs. These changes streamline the testing process and improve clarity in how component inputs are represented. * test: add integration tests for telemetry service payload splitting This commit introduces integration tests for the TelemetryService to verify its handling of large and small payloads. Key changes include: - Added tests to ensure large payloads are split into multiple chunks and queued correctly. - Implemented a test to confirm that small payloads are not split and result in a single queued event. - Created a mock settings service for testing purposes. These tests enhance the reliability of the telemetry service by ensuring proper payload management. * test: enhance ComponentInputsPayload tests with additional scenarios This commit expands the test suite for ComponentInputsPayload by adding various scenarios to ensure robust handling of input payloads. Key changes include: - Introduced tests for calculating URL size, ensuring it returns a positive integer and accounts for encoding. - Added tests to verify the splitting logic for large payloads, including checks for chunk metadata and preservation of fixed fields. - Implemented property-based tests using Hypothesis to validate that all chunks respect the maximum URL size and preserve original data. These enhancements improve the reliability and coverage of the ComponentInputsPayload tests, ensuring proper functionality under various conditions. * [autofix.ci] apply automated fixes * optimize query param encoding * refactor: extract telemetry logging logic into a separate function This commit introduces a new function, _log_component_input_telemetry, to centralize the logic for logging component input telemetry. The function is called in two places within the generate_flow_events function, improving code readability and maintainability by reducing duplication. This change enhances the clarity of telemetry handling in the flow generation process. * refactor: optimize truncation logic in ComponentInputsPayload This commit refines the truncation logic for input values in the ComponentInputsPayload class. The previous binary search method for string values has been simplified, allowing for direct truncation of both string and non-string values. This change enhances code clarity and maintains functionality while ensuring optimal handling of oversized inputs. * refactor: update telemetry tracking logic to respect opt-in flag This commit modifies the telemetry tracking logic in the Component class to change the default behavior of the `track_in_telemetry` attribute from True to False. This adjustment enhances user privacy by requiring explicit consent for tracking input objects in telemetry. The change ensures that sensitive field types are still auto-excluded from tracking, maintaining the integrity of the telemetry data. * refactor: update tests to use dictionary format for component inputs This commit modifies the integration tests for telemetry payload validation and component input telemetry to utilize dictionaries for component inputs instead of serialized JSON strings. Key changes include: - Updated assertions to compare dictionary inputs directly. - Enhanced clarity and maintainability of the test cases by removing unnecessary serialization steps. These changes improve the representation of component inputs in tests, aligning with recent refactoring efforts. * [autofix.ci] apply automated fixes * refactor: specify type for current_chunk_inputs in ComponentInputsPayload This commit updates the type annotation for the current_chunk_inputs variable in the ComponentInputsPayload class to explicitly define it as a dictionary. This change enhances code clarity and maintainability by providing better type information for developers working with the code. * test: add component_id to ComponentPayload tests This commit enhances the test cases for the ComponentPayload class by adding a component_id parameter to various initialization tests. The updates ensure that the component_id is properly tested across different scenarios, including valid parameters, error messages, and edge cases. This change improves the robustness of the tests and aligns with recent updates to the ComponentPayload structure. * [autofix.ci] apply automated fixes * feat: add component_id to ComponentPayload in build_vertex function * fix: update MAX_TELEMETRY_URL_SIZE to 2048 and adjust related tests This commit increases the maximum URL size for telemetry GET requests from 2000 to 2048 bytes to align with Scarf's specifications. Corresponding test assertions have been updated to reference the new constant, ensuring consistency across the codebase. * [autofix.ci] apply automated fixes * feat(telemetry): add track_in_telemetry field to starter project configurations * refactor(telemetry): remove unused blank line in test imports * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * update starter templates * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) --------- * fix(telemetry): resolve cyclic import in telemetry service (#10598) * fix(telemetry): resolve cyclic import by moving get_email_model * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) --------- * feat: Add gpt-5.1 model to Language models (#10590) * Add gpt-5.1 model to starter projects Added 'gpt-5.1' to the list of available models in all starter project JSON files to support the new model version. This update ensures users can select gpt-5.1 in agent configurations. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Update component_index.json * [autofix.ci] apply automated fixes * Update component_index.json * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- * fix: Use the proper Embeddings import for Qdrant vector store (#10613) * Use the proper Embeddings import for Qdrant vector store * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- * fix: Ensure split text test is more robust (#10622) * fix: Ensure split text test is more robust * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- * docs: security notice (#10555) * docs-security-notice * Apply suggestions from code review * code-review * link-to-security-bulletin * Apply suggestions from code review --------- * fix: use issubclass in the pool creation (#10232) * use issubclass in the pool creation * [autofix.ci] apply automated fixes * add poolclass pytests * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- * docs: OpenAPI spec version upgraded from 1.6.5 to 1.6.8 (#10627) * chore: Fix indentation on bundles-docling.mdx (#10640) * feat: make it possible to load graphs using `get_graph` function in scripts (#9913) * feat: Enhance graph loading functionality to support async retrieval - Updated `load_graph_from_script` to be an async function, allowing for the retrieval of the graph via an async `get_graph` function if available. - Implemented fallback to the existing `graph` variable for backward compatibility. - Enhanced `find_graph_variable` to identify both `get_graph` function definitions and `graph` variable assignments, improving flexibility in script handling. * feat: Update load_graph_from_script to support async graph retrieval - Refactored `load_graph_from_script` to be an async function, enabling the use of an async `get_graph` function for graph retrieval. - Implemented a fallback mechanism to access the `graph` variable for backward compatibility. - Enhanced error handling to provide clearer messages when neither `graph` nor `get_graph()` is found in the script. * feat: Refactor simple_agent.py to support async graph creation - Introduced an async `get_graph` function to handle the initialization of components and graph creation without blocking. - Updated the logging configuration and component setup to be part of the async function, improving the overall flow and responsiveness. - Enhanced documentation for the `get_graph` function to clarify its purpose and return type. * feat: Update serve_command and run functions to support async graph loading - Refactored `serve_command` to be an async function using `syncify`, allowing for non-blocking execution. - Updated calls to `load_graph_from_path` and `load_graph_from_script` within `serve_command` and `run` to await their results, enhancing performance and responsiveness. - Improved overall async handling in the CLI commands for better integration with async workflows. * feat: Refactor load_graph_from_path to support async execution - Changed `load_graph_from_path` to an async function, enabling non-blocking graph loading. - Updated the call to `load_graph_from_script` to use await, improving performance during graph retrieval. - Enhanced the overall async handling in the CLI for better integration with async workflows. * feat: Enhance async handling in simple_agent and related tests - Updated `get_graph` function in `simple_agent.py` to utilize async component initialization for improved responsiveness. - Modified test cases in `test_simple_agent_in_lfx_run.py` to validate the async behavior of `get_graph`. - Refactored various test functions across multiple files to support async execution, ensuring compatibility with the new async workflows. - Improved documentation for async functions to clarify their purpose and usage. * docs: Implement async get_graph function for improved component initialization - Introduced an async `get_graph` function in `README.md` to facilitate non-blocking component initialization. - Enhanced the logging configuration and component setup within the async function, ensuring a smoother flow. - Updated documentation to clarify the purpose and return type of the `get_graph` function, aligning with the async handling improvements. * refactor: reorder imports in simple_agent test file * style: reorder imports in simple_agent test file * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * update component index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- * feat: Add custom download node function (#10659) * add custom download node * use download node * feat: Add type check before issubclass in service discovery (#10636) * Add type check before issubclass in service discovery Added an isinstance(obj, type) check before issubclass to prevent errors when inspecting module members for Service and ServiceFactory subclasses. This improves robustness when dynamically importing services and factories. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes --------- * docs: readme update (#10657) * dep-management * are * fix: minor redesign of guardrails for disabling components in LF Astra cloud (#10662) * create cloud validation util file disable local_db if in astra cloud disable split_video if in astra cloud disable video_file component if in astra cloud ruff (video_file.py) correct the error message in video_file.py disable mem0 and composio in astra cloud update astra disable component util fn name to be more descriptive add tests for disabling components minor docs patch remove component disable check in places that interact with building the component index replace init test with execution in composio unit test suite remove dotenv from validate_cloud * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- * fix: prevent autofix workflow loop from bot commits (#10673) fix(ci): prevent autofix workflow loop from bot commits * fix(lfx-dev): reload specific modules while preserving index cache (#10629) * fix(lfx-dev): reload specific modules while preserving index cache * refactor: restructure component loading with strategy pattern for dev mode * fix: improve cache loading error handling in component index loading * refactor: reorganize CUGA and ALTK components into single-element bundles (#10671) * moved cuga and altk * reverted starter templates * [autofix.ci] apply automated fixes * updated import * [autofix.ci] apply automated fixes * revert starter templates * fixed some python tests * fix: update import assertions for backward compatibility in dynamic import tests * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * fix: update import paths for set_advanced_true and get_parent_agent_inputs in test_helper_functions --------- * feat: fix cuga component with new release (#10646) * bufix(cuga_agent): fixed no output chat bug * fix: remove structured output feature * fix: stablize component * fix: chat output component not working * fix: add strategy flag * fix: update cuga version * feat: add component index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * update some imports to use lfx * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * fix: update review * chore: build component index * chore: build component * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * fix(cuga): ensure message id exists when not connected to output * fix: component result id on chat output * chore: fix component index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Revert test_agent_component.py back to origin/main * fix: remove unwanted tests * chore: new build index * [autofix.ci] apply automated fixes * fix: update test * chore: build index * [autofix.ci] apply automated fixes * fix: update package of cuga * chore: build component index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * update comp index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * trying comp index again? * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes --------- * fix: Add IBM watsonx.ai support to EmbeddingModel (#10677) * Add IBM watsonx.ai support to EmbeddingModel Added IBM watsonx.ai as a supported provider in EmbeddingModelComponent, updated dependencies and code to integrate ibm_watsonx_ai and pydantic. Updated starter project and component index metadata to reflect new dependencies and code changes. * update watsonx default models * update index * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Update test_embedding_model_component.py * Update component_index.json * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- * fix: rename LLM router to LLM selector (#10650) * fix: rename LLM router to LLM selector * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * fix: rename LLMRouter component to LLMSelector * fix: resolved merge conflicts * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * fix: resolved merge conflicts * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * fix: refactor file name * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * fix: resolve merge conflict * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * fix: resolve merge conflict * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) --------- * Fix: add environment variable flag to log alembic to stdout (#10620) * fix: add flag to log alembic to stdout fix indentation refine docs mypy (db service.py) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- * fix: move sql database to data source category (#10651) * fix: move sql database to data source category * [autofix.ci] apply automated fixes * fix: resolve merge conflict --------- * fix: fixes YouTube Icon name in lazyloadingMapping (#10628) * fix lazyloadingMapping component name * fix: merge conflicts * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes * fix: resolve merge conflict --------- * Fix: rename sidebar category flow controls to flow control (#10649) * rename sidebar category flow controls to flow control * fix: addressed PR comments * fix: expose logger functions at module level for backwards comp (#10670) * Expose logger functions at module level for backwards comp * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes --------- * feat: agentic UX (#10567) * Add empty __init__.py files for agentic modules Created empty __init__.py files in agentic, core, tools, and utils directories to initialize them as Python packages. * Add agentic template search utilities and tests Introduces a new agentic utilities module for Langflow, including template search, tag extraction, and template count functions. Adds a README, demo script, and comprehensive unit tests for template search functionality. * Add Langflow Agentic MCP server with FastMCP tools Introduces a new MCP (Model Context Protocol) server for Langflow agentic tools using FastMCP. Adds server, CLI, example usage, tests, and comprehensive documentation. Exposes four MCP tools: search_templates, get_template, list_all_tags, and count_templates, enabling AI assistants to query and filter Langflow templates programmatically. * Handle unparameterized list types in schema inputs Adds support for unparameterized list annotations by treating them as lists of strings when converting schemas to Langflow inputs. This ensures nullable array schemas without explicit item types are handled gracefully. * Refactor search_templates to simplify parameters Removed the 'tags' parameter from the search_templates function and set a default value for 'fields'. Updated the call to list_templates to match the new signature, streamlining template search functionality. * Add output item processing for tool results Introduced process_output_item to handle tool output items, attempting to parse text-type items as JSON. This improves downstream handling of tool outputs by converting JSON strings to dictionaries when possible. * Refactor knowledge base path initialization Replaces direct settings access with a lazy-loading function for the knowledge bases root path in Knowledge Ingestion and Knowledge Retrieval starter projects. This improves reliability and consistency when accessing the knowledge base directory, and updates all usages to the new helper function. * Update component_index.json * Add IBM watsonx.ai support to starter projects Introduces IBM watsonx.ai as a selectable model provider in multiple starter project JSONs. Adds new input fields for 'base_url', 'project_id', and 'max_output_tokens' to support IBM watsonx.ai integration. Updates agent component code to handle new provider and its required parameters. * Add Ollama to supported LLM providers in starter projects Ollama has been added as a supported provider alongside Anthropic, Google Generative AI, OpenAI, and IBM watsonx.ai in all starter project JSON files. This expands the available options for LLM integration in initial setup templates. * Update Ollama model input constants and logic Refactored model_input_constants.py to update the OLLAMA_MODEL_INPUTS and OLLAMA_MODEL_INPUTS_MAP. Modified ollama.py to use the new input mapping and improved input handling for Ollama components. * Add flow creation from template MCP tool Introduces a new MCP tool for creating flows from starter templates in Langflow Agentic. Adds the utility function `create_flow_from_template_and_get_link` and exposes it via the FastMCP server, allowing users to create flows by template id and receive a UI link. Updates imports and documentation accordingly. * Add component search utilities and MCP tools to server Introduces new component search and retrieval tools to the MCP server, including endpoints for searching, listing, and counting components. Adds support functions in support.py for data normalization and a new component_search.py utility module. Updates the Nvidia Remix starter project to use the latest MCPToolsComponent code. * Add flow graph visualization utilities Introduces async utility functions for generating ASCII and text representations of flow graphs, as well as metadata summaries. These utilities support fetching flows by ID or name, error handling, and integration with Langflow's graph and logging modules. * Add flow component operations utilities and MCP tools Introduces flow component management utilities in `flow_component.py` for retrieving, updating, and listing component field values. Exposes new MCP tools in `server.py` for accessing component details, field values, updating fields, and listing all fields within a flow component. * Add SystemMessageGen flow and update MCPTools Introduces SystemMessageGen.json flow for agentic system message generation and updates MCPTools component logic in flow_component.py to support new flow structure and tool handling. * feat: init aiButton create an aiButton that opens the prompt modal for demoing add multiinput mixin * Update component_index.json * Refactor SystemMessageGen flow and remove unused init files Updated SystemMessageGen.json to support custom instructions, OpenAI model configuration, and improved agent settings. Removed unused __init__.py files from agentic, core, tools, and utils directories to clean up the codebase. * update to the mcp component * Add verify_ssl option to MCPToolsComponent Introduces a 'verify_ssl' boolean input to MCPToolsComponent for controlling SSL certificate verification in HTTPS connections. The option is added to the server config if not present, allowing users to disable verification for development or testing with self-signed certificates. * Optimize tool dropdown handling and output processing Improves logic for updating tool dropdown options by checking if the server has changed and whether tool mode is active, reducing unnecessary updates. Adds a process_output_item method to parse tool output as JSON when appropriate, enhancing output handling. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * feat: init onclick assistant prompt generation first pass at on button click generate input and auto fill a field * Replace MCPTools with Prompt Template in SystemMessageGen flow Updated the SystemMessageGen.json flow to use the Prompt Template and Parser components instead of MCPTools. Adjusted edges, nodes, and component configurations to reflect the new prompt-based workflow, removing tool selection and execution logic in favor of prompt generation and parsing. * Update SystemMessageGen flow and frontend dependencies Refactored edge connections and metadata in SystemMessageGen.json to improve flow logic and updated endpoint name. Added new optional and peer dependencies to package-lock.json, including @mapbox/node-pre-gyp and related packages, to support canvas and other modules. * Update user authentication in simplified_run_flow endpoint Replaces the dependency on api_key_security with CurrentActiveUser for the api_key_user parameter in the simplified_run_flow endpoint. This change is part of a TODO to create a new endpoint and may affect how user authentication is handled. * feat: hook everything up and have onclick prompt hook up commit * Add auto-configuration for Agentic MCP server Introduces utilities and startup logic to automatically configure the Langflow Agentic MCP server for all users when the agentic experience is enabled. Adds a new settings flag `agentic_experience` to control this feature, and updates the main server startup to trigger configuration. This enables agentic tools for flow/component operations, template search, and graph visualization in MCP clients. * Enable agentic MCP server and improve initialization Set agentic_experience to True by default in settings. Refactor agentic MCP server initialization in main.py to run in the background with a delay and retry logic, improving startup reliability. Update function calls to use 'current_user' instead of 'user' in agentic_mcp.py for consistency. * Update user authentication in simplified_run_flow Modified the api_key_user parameter to accept either CurrentActiveUser or UserRead from api_key_security, supporting both Bearer and session authentication methods. * revert the apikeu_user changes * test new api endpoint * Refactor agent flow and update component inputs Updated SystemMessageGen.json to refactor edge connections and node IDs for agentic flow. Added 'base_url' as a required input, enabled 'ai_enabled' for agent description, and replaced static memory input handling with dynamic retrieval via get_base_inputs(). Also improved tool callback setup and updated code hash and last_updated metadata. * Improve agentic flow creation and updating logic Enhances the agentic flow setup to extract flow_id and endpoint_name from JSON, update existing flows by ID or endpoint_name, and create new flows if they don't exist. Adds detailed logging and ensures flows are up-to-date in the user's Langflow Assistant folder. * chore: aibutton clean up * chore: add assistant store * Update SystemMessageGen.json * Update agentic_mcp.py * Update component_index.json * Fix agent input extraction from Message objects Agents now correctly extract and use the text content from Message objects, rather than passing the entire object or its string representation. This resolves issues where agents received verbose message representations instead of just the intended string input, and includes improved handling for multimodal content. Corresponding unit and integration tests have been added to verify this behavior for both OpenAI and Anthropic agents. * Add TemplateAssistant Langflow flow definition Introduces TemplateAssistant.json, a comprehensive Langflow flow configuration for agentic workflows. This flow integrates AstraDB, MCP Tools, and user input/output nodes, enabling document ingestion, search, and tool orchestration within the Langflow backend. * Improve MCPToolsComponent server/tool config refresh Refactored MCPToolsComponent to better handle tool and server config refreshes, especially when the MCP server changes. Added logic to avoid unnecessary clearing of tool inputs and options, and improved caching and UI update behavior for tool selection. Also updated related flow and starter project JSON files to reflect these changes. * auto add Global Variables for Agentic Experience * chore: clean up and get button working again * cleanup .md * fix:ruff, Refactor agentic utils and improve error handling Introduces shared default field lists for template/component search, refactors exception handling to use logger and add finally/else blocks, and improves type hinting with TYPE_CHECKING. Updates file opening to use Path objects, enhances error logging in template search, and removes the unused test_template_search.py file. * fix:ruff Expand exception handling in agentic MCP utilities Broadened exception handling in agentic MCP server and variable management functions to catch specific errors such as HTTPException, SQLAlchemyError, and common system exceptions. This improves robustness and error logging during server configuration, removal, and variable initialization. * aka-clean-up-1 * Remove duplicate process_output_item method Deleted two redundant definitions of the process_output_item method from MCPToolsComponent to clean up the code and prevent confusion. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes * Refactor service usage and improve project deletion logging Refactored login API to reuse a single settings service instance. Enhanced logging and error messaging when attempting to delete the Langflow Assistant folder. Minor variable usage cleanup in agentic flows setup and agent component test. * [autofix.ci] apply automated fixes (attempt 2/3) * Update test_template_search.py * Handle specific exceptions in agentic flow loading Updated the exception handling in load_agentic_flows to catch only OSError and orjson.JSONDecodeError instead of all exceptions, improving error specificity and logging. * Update component_index.json * [autofix.ci] apply automated fixes * revert loading setting service * Update login.py * Update SystemMessageGen.json * Update TemplateAssistant.json * [autofix.ci] apply automated fixes * Update constants.py * chore: seperate templateassistant and sysmessgen seperate templateassistant and sysmessgen frontend queries * chore: add header feature flag * use feature flag for all ui * [autofix.ci] apply automated fixes * package-lcok update * [autofix.ci] apply automated fixes * chore: LANGFLOW_AGENTIC_EXPERIENCE fe ff name * Update login.py * lint fix * [autofix.ci] apply automated fixes * Update component_index.json * chore: fix adjust-screan-view click * chore: same force issue as adjust-screen-view * chore: playwright pass 2 * revert package-lock * add type to langflow_modules * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * Handle TypeError in class-based serialization Adds a try-except block to catch TypeError when checking issubclass for objects that are types but not proper classes, such as typing special forms. This prevents serialization errors for generic aliases and similar constructs. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * Refactor type handling in field update and serialization Changed 'new_value' parameter type to str in update_flow_component_field for stricter typing. Simplified exception handling in serialize by removing unnecessary try/except around issubclass checks for class-based Pydantic types. --------- * ci: bump actions/checkout to v6 (#10697) * feat: Improve OAuth error handling and frontend sync behavior (#10626) * updates for version comp * migrate mcp composer fix to main * migrate mcp composer fix to main * version constraints * go back to pydantic 2.11 * remove logging * directly pin to new version * add instant feedback on error * improve callback function behavior ux * fix tests and mypy issues * bump mcp composer version * fixed latest version mcp * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * revert pydantic changes * computed models pydantic fix * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- * fix: Fix TypeError when LANGFLOW_ENABLE_LOG_RETRIEVAL is enabled (#10681) * fix serialize issue when LANGFLOW_ENABLE_LOG_RETRIEVAL is true * add logger tests * [autofix.ci] apply automated fixes * add multiple buffer checker * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * use serialize instead * [autofix.ci] apply automated fixes --------- * docs: update component documentation links to individual pages * Revert "docs: update component documentation links to individual pages" This reverts commit 1da51d4ccba9458506da6ff5b1ab7af23f09c2b6. * test: catch import errors upfront (#10632) * Convert to async and ruff-friendly print * Implement the checking into existing test file itself * Remove the newly introduced lfx test which is now incorporated into existing tests * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Run make build_component_index after merging latest from main * [autofix.ci] apply automated fixes * Revert "docs: update component documentation links to individual pages" This reverts commit 1da51d4ccba9458506da6ff5b1ab7af23f09c2b6. * build component index after origin/main merge into feature branch * [autofix.ci] apply automated fixes --------- * feat: Support appending files when saving (#10631) * feat: Support appending files when saving * Update save_file.py * Update News Aggregator.json * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Update save_file.py * Update save_file.py * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes * Overwrite existing file if append mode is true * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Update test_mcp_servers_file.py * [autofix.ci] apply automated fixes * Update save_file.py * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- * chore: Update pip and setuptools version constraints (#10708) * update setuptools and pip * remove from lfx pypoetry * feat: Display node name in download error message (#10707) add component name on download error * feat: Add Message Support for Input of Loop Component (#10160) * feat: Add support for messages in Loop Component * feat: Add Message support for input of Loop Component * [autofix.ci] apply automated fixes * Update src/frontend/src/utils/reactflowUtils.ts * [autofix.ci] apply automated fixes * More cleanup of looping * Fix ruff errors * [autofix.ci] apply automated fixes * Update loop-component.spec.ts * Make loop types generic * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Fixes from gabriel review * [autofix.ci] apply automated fixes --------- * fix: Support tool mode in File Component properly (#10520) * Support tool mode in dynamic outputs * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Tool mode and ruff fixes * Template updates * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * Update test_mcp_servers_file.py * Revert "Update test_mcp_servers_file.py" This reverts commit 25f24d0d8aa5a7c95c913f862d86513749195ad1. * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * add possibility for the agent to access the processed output file * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) * [autofix.ci] apply automated fixes * [autofix.ci] apply automated fixes (attempt 2/3) * [autofix.ci] apply automated fixes (attempt 3/3) --------- * docs: include regex for sanitized input types (#10712) include-regex-for-sanitized-input * feat: Version 1.2 - comprehensive database migration guidelines using… (#10519) * feat: Version 1.2 - comprehensive database migration guidelines using the Expand-Contract pattern * Update src/backend/base/langflow/alembic/DB-MIGRATION-GUIDE.MD * fix: Cleanup text and typos * feat: Implement migration validation workflow and add migration validator scripts * Update src/backend/base/langflow/alembic/migration_validator.py * Update src/backend/base/langflow/alembic/migration_validator.py * Update src/backend/base/langflow/alembic/migration_validator.py * fix: moved the test_migrations directory to under tests * feat: Added migration validator to pre-commit check. * fix: improved test performance. * fix: optimized attribute resolution in migration validator * feat: add comprehensive tests for migration validator and guidelines * fix: Lint is complaining about shebang declared but not being used. * fix: Shebang reinstated. * Update src/backend/base/langflow/alembic/DB-MIGRATION-GUIDE.MD Co-authored-by: Copilot <175728472+Copilot@users.… Co-authored-by: Rodrigo Nader <rodrigosilvanader@gmail.com> Co-authored-by: Claude <noreply@anthropic.com> Co-authored-by: Mendon Kissling <59585235+mendonk@users.noreply.github.com> Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org> Co-authored-by: Jordan Frazier <122494242+jordanrfrazier@users.noreply.github.com> Co-authored-by: Mike Fortman <michael.fortman@datastax.com> Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: Edwin Jose <edwin.jose@datastax.com> Co-authored-by: Jordan Frazier <jordan.frazier@datastax.com> Co-authored-by: Deon Sanchez <69873175+deon-sanchez@users.noreply.github.com> 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