Mem0 example #25
Mem0 example #25
Conversation
WalkthroughThis change introduces a new demo project for an AI agent that provides personalized electronics recommendations using persistent memory. It adds agent implementation code, configuration files, documentation, development environment settings, and coding guidelines for Agentuity Python agents. The project integrates memory-based context, product knowledge, and OpenAI API calls. Changes
Sequence Diagram(s)sequenceDiagram
participant User
participant AgentServer (server.py)
participant Agent (agent.py)
participant MemoryClient
participant OpenAI API
User->>AgentServer: Sends query
AgentServer->>Agent: Forwards request
Agent->>MemoryClient: Retrieve past interactions
MemoryClient-->>Agent: Returns memory context
Agent->>OpenAI API: Sends prompt with context, product info
OpenAI API-->>Agent: Returns AI-generated response
Agent->>MemoryClient: Store new interaction (async)
Agent->>AgentServer: Returns response
AgentServer->>User: Delivers answer
Possibly related PRs
Suggested reviewers
Poem
📜 Recent review detailsConfiguration used: CodeRabbit UI 📒 Files selected for processing (1)
🚧 Files skipped from review as they are similar to previous changes (1)
✨ Finishing Touches🧪 Generate Unit Tests
🪧 TipsChatThere are 3 ways to chat with CodeRabbit:
SupportNeed help? Create a ticket on our support page for assistance with any issues or questions. Note: Be mindful of the bot's finite context window. It's strongly recommended to break down tasks such as reading entire modules into smaller chunks. For a focused discussion, use review comments to chat about specific files and their changes, instead of using the PR comments. CodeRabbit Commands (Invoked using PR comments)
Other keywords and placeholders
CodeRabbit Configuration File (
|
![coderabbitai[bot]](https://avatars.githubusercontent.com/in/347564?s=60&v=4){kind=small}
There was a problem hiding this comment.
Actionable comments posted: 3
🔭 Outside diff range comments (1)
frameworks/miscellaneous/mem0/mem0demo/main.py (1)
1-7: Use tabs for indentation to match.editorconfig.Your
main.pyuses 4-space indentation, but.editorconfigspecifiesindent_style = tab. Please convert the leading spaces to tabs throughout this file.Proposed diff:
def main(): - print("Hello from mem0demo!") + print("Hello from mem0demo!") -if __name__ == "__main__": - main() +if __name__ == "__main__": + main()
🧹 Nitpick comments (6)
frameworks/miscellaneous/mem0/mem0demo/server.py (1)
20-27: Uselogging.warninginstead of red-printed WARNsColour-coded red implies an error. Use the logger so downstream collectors (Datadog, CloudWatch, etc.) receive proper warning levels.
- print( - "\033[31m[WARN] You are running this agent outside of the Agentuity " - "environment. Any automatic Agentuity features will be disabled.\033[0m" - ) - print( - "\033[31m[WARN] Recommend running `agentuity dev` to run your project " - "locally instead of `python script`.\033[0m" - ) + logging.warning( + "Running outside Agentuity environment – automatic features disabled." + ) + logging.warning( + "Recommended: `agentuity dev` instead of invoking server.py directly." + )frameworks/miscellaneous/mem0/mem0demo/README.md (2)
56-70: Add language identifiers to fenced code blocksMarkdown-lint flags these blocks (and the examples further down) because they miss a language tag.
Addingpython/bashafter the triple-backticks enables syntax highlighting and keeps docs linters quiet.
Example:```python # Creates a memory instance memory_client = MemoryClient() ...
165-174: Same here – specify the language for the conversation snippets```text User: "I need a laptop for college under $800" Agent: ...frameworks/miscellaneous/mem0/mem0demo/agentuity-agents/mem0DemoAgent/agent.py (3)
4-6: Remove unusedosimport
osisn’t referenced in this file; drop it to satisfy linters like Ruff:-from mem0 import MemoryClient -import os +from mem0 import MemoryClient
230-231: Uselogger.warninginstead of deprecatedlogger.warnThe
.warn()alias is deprecated and may disappear in future Python versions.- context.logger.warn("Memory search failed: %s", str(mem_error)) + context.logger.warning("Memory search failed: %s", str(mem_error)) ... - context.logger.warn("Failed to store memory: %s", str(mem_error)) + context.logger.warning("Failed to store memory: %s", str(mem_error))Also applies to: 288-289
219-221: Indentation bump hurts readabilityThe comment block is indented one level too deep, making it look nested inside the previous line. Out-dent to match surrounding code.
📜 Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
Plan: Pro
⛔ Files ignored due to path filters (1)
frameworks/miscellaneous/mem0/mem0demo/uv.lockis excluded by!**/*.lock
📒 Files selected for processing (14)
frameworks/miscellaneous/mem0/mem0demo/.cursor/rules/agent.mdc(1 hunks)frameworks/miscellaneous/mem0/mem0demo/.cursor/rules/agentuity.mdc(1 hunks)frameworks/miscellaneous/mem0/mem0demo/.cursor/rules/sdk.mdc(1 hunks)frameworks/miscellaneous/mem0/mem0demo/.editorconfig(1 hunks)frameworks/miscellaneous/mem0/mem0demo/.gitignore(1 hunks)frameworks/miscellaneous/mem0/mem0demo/.python-version(1 hunks)frameworks/miscellaneous/mem0/mem0demo/README.md(1 hunks)frameworks/miscellaneous/mem0/mem0demo/agentuity-agents/__init__.py(1 hunks)frameworks/miscellaneous/mem0/mem0demo/agentuity-agents/mem0DemoAgent/__init__.py(1 hunks)frameworks/miscellaneous/mem0/mem0demo/agentuity-agents/mem0DemoAgent/agent.py(1 hunks)frameworks/miscellaneous/mem0/mem0demo/agentuity.yaml(1 hunks)frameworks/miscellaneous/mem0/mem0demo/main.py(1 hunks)frameworks/miscellaneous/mem0/mem0demo/pyproject.toml(1 hunks)frameworks/miscellaneous/mem0/mem0demo/server.py(1 hunks)
🧰 Additional context used
🪛 LanguageTool
frameworks/miscellaneous/mem0/mem0demo/README.md
[uncategorized] ~16-~16: The preposition “on” seems more likely in this position.
Context: ...p: - You will need to create an account at their website: [Mem0](https://app.mem0....
(AI_EN_LECTOR_REPLACEMENT_PREPOSITION)
[misspelling] ~48-~48: Use “an” instead of ‘a’ if the following word starts with a vowel sound, e.g. ‘an article’, ‘an hour’.
Context: ...mentioned you're a college student with a $800 budget" - "Based on our previous c...
(EN_A_VS_AN)
[uncategorized] ~128-~128: You might be missing the article “a” here.
Context: ... for gaming?" - "Recommend a phone with great camera under $700" ### 5. Creating Add...
(AI_EN_LECTOR_MISSING_DETERMINER_A)
[uncategorized] ~128-~128: Possible missing preposition found.
Context: ... - "Recommend a phone with great camera under $700" ### 5. Creating Additional Agent...
(AI_EN_LECTOR_MISSING_PREPOSITION)
🪛 markdownlint-cli2 (0.17.2)
frameworks/miscellaneous/mem0/mem0demo/README.md
6-6: Images should have alternate text (alt text)
null
(MD045, no-alt-text)
11-11: Multiple spaces after hash on atx style heading
null
(MD019, no-multiple-space-atx)
15-15: Heading levels should only increment by one level at a time
Expected: h2; Actual: h3
(MD001, heading-increment)
15-15: Trailing punctuation in heading
Punctuation: ':'
(MD026, no-trailing-punctuation)
20-20: Multiple spaces after hash on atx style heading
null
(MD019, no-multiple-space-atx)
31-31: Trailing punctuation in heading
Punctuation: ':'
(MD026, no-trailing-punctuation)
38-38: Multiple spaces after hash on atx style heading
null
(MD019, no-multiple-space-atx)
56-56: Fenced code blocks should have a language specified
null
(MD040, fenced-code-language)
65-65: Hard tabs
Column: 1
(MD010, no-hard-tabs)
66-66: Hard tabs
Column: 1
(MD010, no-hard-tabs)
165-165: Fenced code blocks should have a language specified
null
(MD040, fenced-code-language)
171-171: Fenced code blocks should have a language specified
null
(MD040, fenced-code-language)
192-192: Multiple spaces after hash on atx style heading
null
(MD019, no-multiple-space-atx)
194-194: Fenced code blocks should have a language specified
null
(MD040, fenced-code-language)
🪛 Ruff (0.11.9)
frameworks/miscellaneous/mem0/mem0demo/agentuity-agents/mem0DemoAgent/agent.py
4-4: os imported but unused
Remove unused import: os
(F401)
🔇 Additional comments (9)
frameworks/miscellaneous/mem0/mem0demo/agentuity-agents/__init__.py (1)
1-2: Approve: blank init.py for package recognition.Including an empty
__init__.pyensures this directory is treated as a Python package by the interpreter.frameworks/miscellaneous/mem0/mem0demo/.editorconfig (1)
1-12: Add consistent EditorConfig for the demo project.The file correctly defines
indent_style = tab,indent_size = 2, LF line endings, and UTF-8 charset to enforce a uniform code style across all files in this demo.frameworks/miscellaneous/mem0/mem0demo/.python-version (1)
1-1: Set Python version to 3.11.The
.python-versionfile now pins the demo to Python 3.11, aligning withpyproject.tomlrequirements.frameworks/miscellaneous/mem0/mem0demo/agentuity-agents/mem0DemoAgent/__init__.py (1)
1-1: Add package marker.The empty
__init__.pyfile ensuresmem0DemoAgentis recognized as a package.frameworks/miscellaneous/mem0/mem0demo/.cursor/rules/agentuity.mdc (1)
1-10: Guidelines file looks solidThe meta-data, scope (globs), and “do-not-edit” notice are clear and unambiguous. No issues spotted.
frameworks/miscellaneous/mem0/mem0demo/.cursor/rules/agent.mdc (1)
1-35: Documentation is clear and actionableThe rule file concisely enforces best practices (typed async
run, structured logging). Good addition.frameworks/miscellaneous/mem0/mem0demo/agentuity.yaml (1)
1-65: No review comments – file is auto-generated and edits are discouraged.frameworks/miscellaneous/mem0/mem0demo/.gitignore (1)
1-180: Looks good – comprehensive ignore listThe template covers all typical Python artefacts and project-specific folders. No issues spotted.
frameworks/miscellaneous/mem0/mem0demo/agentuity-agents/mem0DemoAgent/agent.py (1)
145-172:find_products_by_criteriais currently unusedDead code increases maintenance overhead. Either wire it into the recommendation flow or drop it until needed.
…into mem0-example # Please enter a commit message to explain why this merge is necessary, # especially if it merges an updated upstream into a topic branch. # # Lines starting with '#' will be ignored, and an empty message aborts # the commit.
mem0 example
Summary by CodeRabbit
New Features
Documentation
Chores