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- Add missing language tags to 121 untagged code blocks across 60 files - Replace invalid `env` language tags with `text` in graphiti-mcp-server.md - Remove stray closing fence in algorithms/wcc.md - Languages assigned: cypher, bash, json, text based on content analysis Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
- Fix 3 missing .md extensions in cypher/indexing/index.md - Fix configuration link path in cypher/load-csv.md - Fix missing .md extension in design/client-spec.md - Fix 2 missing .md extensions in operations/falkordblite/index.md Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
- Fix H1→H3 heading jump in commands/graph.query.md (### → ##) - Fix H1→H3 heading jump in genai-tools/graphrag-sdk.md (### → ##) - Fix H1→H3 heading jumps in index.md for subtitle and sections - Fix H2→H4 heading jump in integration/kafka-connect.md (#### → ###) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
- Disambiguate duplicate 'Configuration' title in MCP Server docs - Replace invalid 'env' code block language tags with 'text' Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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✅ Files skipped from review due to trivial changes (5)
🚧 Files skipped from review as they are similar to previous changes (2)
📝 WalkthroughWalkthroughDocumentation-only edits: standardized Markdown code-fence language tags, added language-specific fences, adjusted several heading levels, and corrected internal links and a title; one stray closing fence was removed. No functional code or exported/public entities were changed. Changes
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This file was an untracked local file that was not part of the docs repo. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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⚠️ Outside diff range comments (1)
cypher/indexing/vector-index.md (1)
22-30:⚠️ Potential issue | 🟡 MinorChange the code fence from
jsontotextto accurately reflect the block content.The block uses unquoted keys and inline comments, which are not valid JSON. Since this is a schema documentation showing pseudo-code format, retag it as
textto avoid syntax mismatch with thejsonlabel.Suggested minimal fix
-```json +```text { dimension: INT, // Required, length of the vector to be indexed similarityFunction: STRING, // Required, currently only euclidean or cosine are allowed M: INT, // Optional, maximum number of outgoing edges per node. default 16 efConstruction: INT, // Optional, number of candidates during construction. default 200 efRuntime: INT // Optional, number of candidates during search. default 10 }</details> <details> <summary>🤖 Prompt for AI Agents</summary>Verify each finding against the current code and only fix it if needed.
In
@cypher/indexing/vector-index.mdaround lines 22 - 30, The fenced block in
cypher/indexing/vector-index.md is labeled as json but contains unquoted keys
and inline comments (pseudo-code), so change the code fence language tag from
jsontotext(i.e., replace the openingjson withtext) to avoid
invalid JSON highlighting and better reflect the content; leave the block
contents unchanged.</details> </blockquote></details> </blockquote></details>🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed. Outside diff comments: In `@cypher/indexing/vector-index.md`: - Around line 22-30: The fenced block in cypher/indexing/vector-index.md is labeled as json but contains unquoted keys and inline comments (pseudo-code), so change the code fence language tag from `json` to `text` (i.e., replace the opening ```json with ```text) to avoid invalid JSON highlighting and better reflect the content; leave the block contents unchanged.
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⚙️ Run configuration
Configuration used: defaults
Review profile: CHILL
Plan: Pro
Run ID:
7f72e55d-fda7-48f8-8cd4-554b75313bcd📒 Files selected for processing (69)
README.mdagentic-memory/graphiti-mcp-server.mdalgorithms/bfs.mdalgorithms/cdlp.mdalgorithms/wcc.mdcommands/acl.mdcommands/graph.delete.mdcommands/graph.info.mdcommands/graph.query.mdcypher/indexing/index.mdcypher/indexing/vector-index.mdcypher/load-csv.mdcypher/unwind.mddesign/bulk-spec.mddesign/client-spec.mdgenai-tools/graphrag-sdk.mdgenai-tools/mcpserver/configuration.mdindex.mdintegration/kafka-connect.mdintegration/rest.mdoperations/building-docker.mdoperations/docker.mdoperations/falkordblite/index.mdoperations/k8s-support.mdoperations/kubeblocks.mdoperations/migration/kuzu-to-falkordb.mdoperations/migration/neo4j-to-falkordb.mdoperations/migration/rdf-to-falkordb.mdudfs/flex/bitwise/and.mdudfs/flex/bitwise/not.mdudfs/flex/bitwise/or.mdudfs/flex/bitwise/shiftLeft.mdudfs/flex/bitwise/shiftRight.mdudfs/flex/bitwise/xor.mdudfs/flex/collections/frequencies.mdudfs/flex/collections/intersection.mdudfs/flex/collections/shuffle.mdudfs/flex/collections/union.mdudfs/flex/collections/zip.mdudfs/flex/date/format.mdudfs/flex/date/parse.mdudfs/flex/date/toTimeZone.mdudfs/flex/date/truncate.mdudfs/flex/json/fromJsonList.mdudfs/flex/json/fromJsonMap.mdudfs/flex/json/toJson.mdudfs/flex/map/fromPairs.mdudfs/flex/map/merge.mdudfs/flex/map/removeKey.mdudfs/flex/map/removeKeys.mdudfs/flex/map/submap.mdudfs/flex/similarity/jaccard.mdudfs/flex/text/camelCase.mdudfs/flex/text/capitalize.mdudfs/flex/text/decapitalize.mdudfs/flex/text/format.mdudfs/flex/text/indexOf.mdudfs/flex/text/indexesOf.mdudfs/flex/text/jaroWinkler.mdudfs/flex/text/join.mdudfs/flex/text/levenshtein.mdudfs/flex/text/lpad.mdudfs/flex/text/regexGroups.mdudfs/flex/text/repeat.mdudfs/flex/text/replace.mdudfs/flex/text/rpad.mdudfs/flex/text/snakeCase.mdudfs/flex/text/swapCase.mdudfs/flex/text/upperCamelCase.md💤 Files with no reviewable changes (1)
- algorithms/wcc.md
The env language tag is valid for .env-style KEY=VALUE content and provides better semantic highlighting than plain text. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Convert 7 internal links from absolute https://docs.falkordb.com/... to relative paths for better portability and faster navigation. Files: graphrag-sdk.md, ag2.md, mcpserver/index.md, graphiti-mcp-server.md, sql-to-falkordb.md, neo4j-to-falkordb.md, kubeblocks.md Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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Summary
Automated documentation review and fix pass across all 130+ markdown files in the FalkorDB docs — covering both structural and content quality issues.
Changes Made
Code Block Language Tags (61 files, 121+ blocks fixed)
cypher,bash,json,textalgorithms/wcc.mdBroken Internal Links (4 files, 7 links fixed)
cypher/indexing/index.md: Added.mdextension to 3 index sub-page linkscypher/load-csv.md: Fixed configuration link path (../configuration→../getting-started/configuration.md)design/client-spec.md: Added.mdextension to result-structure linkoperations/falkordblite/index.md: Added.mdextension to 2 SDK linksHeading Hierarchy (4 files fixed)
commands/graph.query.md: Promoted H3→H2 and H4→H3 for proper hierarchygenai-tools/graphrag-sdk.md: Promoted subtitle H3→H2index.md: Promoted 3 top-level sections from H3→H2integration/kafka-connect.md: Promoted 2 subsections from H4→H3Front Matter
Self-Referencing URLs (7 files fixed)
https://docs.falkordb.com/...links to relative paths for portabilityTerminology
Repo vs Live Site
Not Fixed (Manual Action Required)
Stub Pages Needing Content (16 files)
udfs/flex/{bitwise,collections,date,json,map,similarity,text}/index.md— contain only a title sentencecypher/limit.md,cypher/skip.md,cypher/union.md— minimal documentationcommands/index.md— landing page with no command listingbrowser/ui/metadata-view.md,browser/ui/chat-panel.md— sparse UI docsMissing Multi-Language Code Tabs
commands/graph.memory.md— only Shell + JS (missing Python, Java, Rust)commands/graph.info.md,commands/acl.md— no multi-language tabsAlgorithm Page Structural Inconsistency
algorithms/bfs.mdhas Performance Considerations and Error Handling sectionsOutdated External References
design/client-spec.mdlines 293-295: Links to archivedRedisGraph/redisgraph-pyrepository with commit hashes — consider updating to FalkorDB Python client examplesgetting-started/clients.md: Lists old RedisGraph client libraries (has compatibility disclaimer, which is good)References/index.md: 15+ RedisGraph blog posts and videos from 2018-2020 — historical but content is outdatedTerminology Notes
operations/k8s-support.md: Uses "master" terminology from Bitnami Redis Helm chart YAML keys and Kubernetes service names — cannot change without breaking documentation accuracySummary by CodeRabbit