diff --git a/docs/diff_hku/wave_0.csv b/docs/diff_hku/wave_0.csv
new file mode 100644
index 00000000..94cd8c35
--- /dev/null
+++ b/docs/diff_hku/wave_0.csv
@@ -0,0 +1,104 @@
+commit,auth_date,author,subject,category
+72db0426,2025-11-04,yangdx,Update .env loading and add API authentication to RAG evaluator,security
+dd18eb5b,2025-11-24,palanisd,Merge pull request #3 from netbrah/copilot/fix-overlap-tokens-validation,security
+fc44f113,2025-12-02,yangdx,Remove future dependency and replace passlib with direct bcrypt,security
+108cdbe1,2025-10-05,kevinnkansah,feat: add options for PostGres connection,postgres
+457d5195,2025-10-05,yangdx,Add doc_name field to full docs storage,postgres
+119d2fa1,2025-10-06,Tomek,"Cyran Adding support for imagePullSecrets, envFrom, and deployment strategy in Helm chart",postgres
+22a7b482,2025-10-06,kevinnkansah,fix: renamed PostGreSQL options env variable and allowed LRU cache to be an optional env variable,postgres
+dd8f44e6,2025-10-07,Aleks,Vujić Fixed typo in log message when creating new graph file,postgres
+f2c0b41e,2025-10-07,yangdx,Make PostgreSQL statement_cache_size configuration optional,postgres
+577b9e68,2025-10-09,yangdx,Add project intelligence files for AI agent collaboration,postgres
+1bf802ee,2025-10-10,yangdx,Add AGENTS.md documentation section for AI coding agent guidance,postgres
+6e39c0c0,2025-10-10,yangdx,Rename Agments.md to AGENTS.md and standardize formatting,postgres
+8d3b53ce,2025-10-10,yangdx,Condensed AGENTS.md to focus on essential development guidelines,postgres
+b3ed2647,2025-10-10,yangdx,Refactor PostgreSQL retry config to use centralized configuration,postgres
+b4d61eb8,2025-10-10,Daniel.y,Merge pull request #2192 from danielaskdd/postgres-network-retry,postgres
+bd535e3e,2025-10-10,yangdx,Add PostgreSQL connection retry configuration options,postgres
+e758204a,2025-10-10,yangdx,Add PostgreSQL connection retry mechanism with comprehensive error handling,postgres
+82397834,2025-10-11,Daniel.y,Merge pull request #2195 from danielaskdd/hotfix-postgres,postgres
+9be22dd6,2025-10-11,yangdx,Preserve ordering in get_by_ids methods across all storage implementations,postgres
+a5c05f1b,2025-10-11,yangdx,Add offline deployment support with cache management and layered deps,postgres
+bc1a70ba,2025-10-11,yangdx,Remove explicit protobuf dependency from offline storage requirements,postgres
+fbcc35bb,2025-10-11,yangdx,Merge branch 'hotfix-postgres',postgres
+e5cbc593,2025-10-14,yangdx,Optimize Docker build with multi-stage frontend compilation,postgres
+19c05f9e,2025-10-15,yangdx,Add static 'offline' tag to Docker image metadata,postgres
+1fd02b18,2025-10-15,Daniel.y,Merge pull request #2222 from danielaskdd/offline-docker-image,postgres
+388dce2e,2025-10-16,yangdx,docs: clarify docling exclusion in offline Docker image,postgres
+466de207,2025-10-16,yangdx,Migrate from pip to uv package manager for faster builds,postgres
+65c2eb9f,2025-10-16,yangdx,Migrate Dockerfile from pip to uv package manager for faster builds,postgres
+daeca17f,2025-10-16,yangdx,Change default docker image to offline version,postgres
+ef79821f,2025-10-16,yangdx,Add build script for multi-platform images,postgres
+f2b6a068,2025-10-16,yangdx,Remove docling dependency and related packages from project,postgres
+53240041,2025-10-17,Won-Kyu,Park remove deprecated dotenv package.,postgres
+917e41aa,2025-10-17,Lucky,Verma Refactor SQL queries and improve input handling in PGKVStorage and PGDocStatusStorage,postgres
+c0f69395,2025-10-18,yangdx,Merge branch 'security/fix-sql-injection-postgres',postgres
+e0fd31a6,2025-10-20,yangdx,Fix logging message formatting,postgres
+019dff52,2025-10-21,yangdx,Update truncation message format in properties tooltip,postgres
+2f22336a,2025-10-21,Yasiru,Rangana Optimize PostgreSQL initialization performance,postgres
+90720471,2025-10-21,Daniel.y,Merge pull request #2237 from yrangana/feat/optimize-postgres-initialization,postgres
+00aa5e53,2025-10-22,yangdx,Improve entity identifier truncation warning message format,postgres
+2476d6b7,2025-10-25,yangdx,Simplify pipeline status dialog by consolidating message sections,postgres
+a97e5dad,2025-10-25,yangdx,Optimize PostgreSQL graph queries to avoid Cypher overhead and complexity,postgres
+a9ec15e6,2025-10-25,yangdx,Resolve lock leakage issue during user cancellation handling,postgres
+8584980e,2025-10-26,Anush008,refactor: Qdrant Multi-tenancy (Include staged),postgres
+0692175c,2025-10-29,yangdx,Remove enable_logging parameter from get_data_init_lock call in MilvusVectorDBStorage,postgres
+ec797276,2025-10-29,Daniel.y,Merge pull request #2279 from danielaskdd/fix-edge-merge-stage,postgres
+ee7c683f,2025-10-29,yangdx,Fix swagger docs page problem in dev mode,postgres
+16d3d82a,2025-10-30,yangdx,Include static files in package distribution,postgres
+9a8742da,2025-10-31,yangdx,Improve entity merge logging by removing redundant message and fixing typo,postgres
+6d4a5510,2025-11-01,yangdx,Remove redundant shutdown message from gunicorn,postgres
+98f0464a,2025-11-02,ben,moussa anouar Update lightrag/evaluation/eval_rag_quality.py for launguage,postgres
+83715a3a,2025-11-05,yangdx,Implement two-stage pipeline for RAG evaluation with separate semaphores,postgres
+e5abe9dd,2025-11-05,yangdx,Restructure semaphore control to manage entire evaluation pipeline,postgres
+36501b82,2025-11-06,yangdx,Initialize shared storage for all graph storage types in graph unit test,postgres
+f3b2ba81,2025-11-06,yangdx,Translate graph storage test from Chinese to English,postgres
+f6a0ea3a,2025-11-06,Daniel.y,Merge pull request #2320 from danielaskdd/fix-postgres,postgres
+5c0ced6e,2025-11-07,domices,"Fix spelling errors in the ""使用PostgreSQL存储"" section of README-zh.md",postgres
+1a91bcdb,2025-11-08,yangdx,Improve storage config validation and add config.ini fallback support,postgres
+5be04263,2025-11-08,yangdx,Fix deadlock in JSON cache migration and prevent same storage selection,postgres
+b72632e4,2025-11-08,yangdx,Add async generator lock management rule to cline extension,postgres
+e95b02fb,2025-11-08,yangdx,Refactor storage selection UI with dynamic numbering and inline prompts,postgres
+7bc6ccea,2025-11-09,yangdx,Add uv package manager support to installation docs,postgres
+913fa1e4,2025-11-09,yangdx,Add concurrency warning for JsonKVStorage in cleanup tool,postgres
+777c9873,2025-11-12,yangdx,Optimize JSON write with fast/slow path to reduce memory usage,postgres
+f289cf62,2025-11-12,yangdx,Optimize JSON write with fast/slow path to reduce memory usage,postgres
+4401f86f,2025-11-14,yangdx,Refactor exception handling in MemgraphStorage label methods,postgres
+8283c86b,2025-11-14,yangdx,Refactor exception handling in MemgraphStorage label methods,postgres
+393f8803,2025-11-17,yangdx,Improve LightRAG initialization checker tool with better usage docs,postgres
+436e4143,2025-11-17,BukeLy,test: Enhance workspace isolation test suite to 100% coverage,postgres
+6d6716e9,2025-11-17,yangdx,Add _default_workspace to shared storage finalization,postgres
+7deb9a64,2025-11-17,yangdx,Refactor namespace lock to support reusable async context manager,postgres
+d54d0d55,2025-11-17,yangdx,"Standardize empty workspace handling from ""_"" to """" across storage",postgres
+e22ac52e,2025-11-17,yangdx,Auto-initialize pipeline status in LightRAG.initialize_storages(),postgres
+fd486bc9,2025-11-17,yangdx,Refactor storage classes to use namespace instead of final_namespace,postgres
+3096f844,2025-11-18,yangdx,fix(postgres): allow vchordrq.epsilon config when probes is empty,postgres
+6cef8df1,2025-11-18,yangdx,Reduce log level and improve workspace mismatch message clarity,postgres
+9109509b,2025-11-18,yangdx,Merge branch 'dev-postgres-vchordrq',postgres
+b583b8a5,2025-11-18,yangdx,Merge branch 'feature/postgres-vchordrq-indexes' into dev-postgres-vchordrq,postgres
+d07023c9,2025-11-18,wmsnp,feat(postgres_impl): add vchordrq vector index support and unify vector index creation logic,postgres
+dbae327a,2025-11-18,yangdx,Merge branch 'main' into dev-postgres-vchordrq,postgres
+f4bf5d27,2025-11-18,wmsnp,fix: add logger to configure_vchordrq() and format code,postgres
+5cc91686,2025-11-19,yangdx,Expand AGENTS.md with testing controls and automation guidelines,postgres
+1e415cff,2025-11-20,yangdx,Update postgreSQL docker image link,postgres
+8835fc24,2025-11-24,copilot-swe-agent[bot],Improve edge case handling for max_tokens=1,postgres
+e136da96,2025-11-24,copilot-swe-agent[bot],Initial plan,postgres
+8c4d7a00,2025-11-25,yangdx,Refactor: Extract retry decorator to reduce code duplication in Neo4J storage,postgres
+aeaa0b32,2025-12-01,yangdx,Add mhchem extension support for chemistry formulas in ChatMessage,postgres
+48b6a6df,2025-12-02,Daniel.y,Merge pull request #2446 from danielaskdd/fix-postgres,postgres
+d6019c82,2025-12-02,yangdx,Add CASCADE to AGE extension creation in PostgreSQL implementation,postgres
+49197fbf,2025-10-11,yangdx,Update pymilvus to >=2.6.2 and add protobuf compatibility constraint,storage
+baab9924,2025-10-11,yangdx,Update pymilvus dependency from 2.5.2 to >=2.6.2,storage
+e5e16b7b,2025-10-21,yangdx,Fix Redis data migration error,storage
+0fa9a2ee,2025-10-22,yangdx,Fix dimension type comparison in Milvus vector field validation,storage
+042cbad0,2025-10-30,yangdx,Merge branch 'qdrant-multi-tenancy',storage
+0498e80a,2025-10-30,yangdx,Merge branch 'main' into qdrant-multi-tenancy,storage
+e8f5f57e,2025-11-10,yangdx,Update qdrant-client minimum version from 1.7.0 to 1.11.0,storage
+8bb54833,2025-11-17,Daniel.y,Merge pull request #2368 from danielaskdd/milvus-vector-batching,storage
+7aaa51cd,2025-11-24,yangdx,Add retry decorators to Neo4j read operations for resilience,storage
+2832a2ca,2025-11-25,Daniel.y,Merge pull request #2417 from danielaskdd/neo4j-retry,storage
+0e0b4a94,2025-10-16,yangdx,Improve Docker build workflow with automated multi-arch script and docs,ci
+e6332ce5,2025-10-16,yangdx,Add reminder note to manual Docker build workflow,ci
+656025b7,2025-11-18,yangdx,"Rename GitHub workflow from ""Tests"" to ""Offline Unit Tests""",ci
+a11912ff,2025-11-18,yangdx,Add testing workflow guidelines to basic development rules,ci
+445adfc9,2025-12-02,yangdx,Add name to lint-and-format job in GitHub workflow,ci
diff --git a/docs/diff_hku/wave_1.csv b/docs/diff_hku/wave_1.csv
new file mode 100644
index 00000000..f8aa8496
--- /dev/null
+++ b/docs/diff_hku/wave_1.csv
@@ -0,0 +1,117 @@
+commit,auth_date,author,subject,category
+6a8de2ed,2025-09-29,zl7261,web_ui: check node source and target,tests
+91387628,2025-10-06,yangdx,Add test script for aquery_data endpoint validation,tests
+dab1c358,2025-10-17,yangdx,Optimize chat performance by reducing animations in inactive tabs,tests
+9e5004e2,2025-10-22,xiaojunxiang,"fix(docs): correct typo ""acivate"" → ""activate""",tests
+e2ec1cdc,2025-10-25,Daniel.y,Merge pull request #2258 from danielaskdd/pipeline-cancelllation,tests
+626b42bc,2025-11-01,anouarbm,feat: add optional Langfuse observability integration,tests
+5cdb4b0e,2025-11-02,anouarbm,fix: Apply ruff formatting and rename test_dataset to sample_dataset,tests
+b12b693a,2025-11-02,anouarbm,fixed ruff format of csv path,tests
+10f6e695,2025-11-03,yangdx,Improve Langfuse integration and stream response cleanup handling,tests
+2fdb5f5e,2025-11-03,anouarbm,chore: trigger CI re-run 2,tests
+36bffe22,2025-11-03,anouarbm,chore: trigger CI re-run,tests
+a172cf89,2025-11-03,anouarbm,feat(evaluation): Add sample documents for reproducible RAGAS testing,tests
+a790f081,2025-11-06,yangdx,Refine gitignore to only exclude root-level test files,tests
+b0d44d28,2025-11-06,yangdx,Add Langfuse observability integration documentation,tests
+2f160652,2025-11-09,yangdx,Refactor keyword_extraction from kwargs to explicit parameter,tests
+5885637e,2025-11-12,yangdx,Add specialized JSON string sanitizer to prevent UTF-8 encoding errors,tests
+6918a88f,2025-11-12,yangdx,Add specialized JSON string sanitizer to prevent UTF-8 encoding errors,tests
+7d394fb0,2025-11-13,yangdx,Replace asyncio.iscoroutine with inspect.isawaitable for better detection,tests
+a24d8181,2025-11-13,yangdx,Improve docling integration with macOS compatibility and CLI flag,tests
+c230d1a2,2025-11-13,yangdx,Replace asyncio.iscoroutine with inspect.isawaitable for better detection,tests
+c246eff7,2025-11-13,yangdx,Improve docling integration with macOS compatibility and CLI flag,tests
+1a183702,2025-11-17,BukeLy,docs: Update test file docstring to reflect all 11 test scenarios,tests
+288498cc,2025-11-17,BukeLy,test: Convert test_workspace_isolation.py to pytest style,tests
+3806892a,2025-11-17,Daniel.y,Merge pull request #2371 from BukeLy/pytest-style-conversion,tests
+3e759f46,2025-11-17,BukeLy,test: Add real integration and E2E tests for workspace isolation,tests
+3ec73693,2025-11-17,BukeLy,test: Enhance E2E workspace isolation detection with content verification,tests
+4742fc8e,2025-11-17,BukeLy,test: Add comprehensive workspace isolation test suite for PR #2366,tests
+b7b8d156,2025-11-17,yangdx,Refactor pytest dependencies into separate optional group,tests
+cf73cb4d,2025-11-17,yangdx,Remove unused variables from workspace isolation test,tests
+1fe05df2,2025-11-18,yangdx,Refactor test configuration to use pytest fixtures and CLI options,tests
+41bf6d02,2025-11-18,yangdx,Fix test to use default workspace parameter behavior,tests
+472b498a,2025-11-18,yangdx,Replace pytest group reference with explicit dependencies in evaluation,tests
+4ea21240,2025-11-18,yangdx,Add GitHub CI workflow and test markers for offline/integration tests,tests
+4fef731f,2025-11-18,yangdx,Standardize test directory creation and remove tempfile dependency,tests
+5da82bb0,2025-11-18,yangdx,Add pre-commit to pytest dependencies and format test code,tests
+6ae0c144,2025-11-18,yangdx,test: add concurrent execution to workspace isolation test,tests
+7e9c8ed1,2025-11-18,yangdx,Rename test classes to prevent warning from pytest,tests
+99262ada,2025-11-18,yangdx,Enhance workspace isolation test with distinct mock data and persistence,tests
+0fb2925c,2025-11-19,yangdx,Remove ascii_colors dependency and fix stream handling errors,tests
+d52adb64,2025-11-19,Daniel.y,Merge pull request #2390 from danielaskdd/fix-pytest-logging-error,tests
+5f91063c,2025-11-25,yangdx,Add ruff as dependency to pytest and evaluation extras,tests
+90e38c20,2025-11-28,Christian,Clauss Keep GitHub Actions up to date with GitHub's Dependabot,tests
+88357675,2025-12-01,dependabot[bot],Bump the github-actions group with 7 updates,tests
+0f19f80f,2025-12-02,yangdx,Configure comprehensive Dependabot for Python and frontend dependencies,tests
+1f875122,2025-12-02,yangdx,Drop Python 3.10 and 3.11 from CI test matrix,tests
+268e4ff6,2025-12-02,yangdx,Refactor dependencies and add test extra in pyproject.toml,tests
+64760216,2025-12-02,yangdx,Configure Dependabot schedule with specific times and timezone,tests
+d0509d6f,2025-12-02,Daniel.y,Merge pull request #2448 from HKUDS/dependabot/github_actions/github-actions-b6ffb444c9,tests
+ecef842c,2025-12-02,yangdx,Update GitHub Actions to use latest versions (v6),tests
+561ba4e4,2025-12-03,yangdx,Fix trailing whitespace and update test mocking for rerank module,tests
+a31192dd,2025-10-05,yangdx,Update i18n file for pipeline UI text across locales,workspace
+a5253244,2025-10-21,yangdx,Simplify skip logging and reduce pipeline status updates,workspace
+743aefc6,2025-10-24,yangdx,Add pipeline cancellation feature for graceful processing termination,workspace
+77336e50,2025-10-24,yangdx,Improve error handling and add cancellation checks in pipeline,workspace
+f89b5ab1,2025-10-24,yangdx,Add pipeline cancellation feature with UI and i18n support,workspace
+81e3496a,2025-10-25,yangdx,Add confirmation dialog for pipeline cancellation,workspace
+5f4a2804,2025-10-30,yangdx,Add Qdrant legacy collection migration with workspace support,workspace
+c36afecb,2025-10-30,yangdx,Remove redundant await call in file extraction pipeline,workspace
+58c83f9d,2025-10-31,yangdx,Add auto-refresh of popular labels when pipeline completes,workspace
+eb52ec94,2025-11-13,BukeLy,feat: Add workspace isolation support for pipeline status,workspace
+18a48702,2025-11-15,BukeLy,fix: Add default workspace support for backward compatibility,workspace
+52c812b9,2025-11-17,yangdx,Fix workspace isolation for pipeline status across all operations,workspace
+78689e88,2025-11-17,yangdx,Fix pipeline status namespace check to handle root case,workspace
+7ed0eac4,2025-11-17,yangdx,Fix workspace filtering logic in get_all_update_flags_status,workspace
+926960e9,2025-11-17,yangdx,Refactor workspace handling to use default workspace and namespace locks,workspace
+9d7b7981,2025-11-17,yangdx,Add pipeline status validation before document deletion,workspace
+b6a5a90e,2025-11-17,yangdx,Fix NamespaceLock concurrent coroutine safety with ContextVar,workspace
+cdd53ee8,2025-11-17,yangdx,Remove manual initialize_pipeline_status() calls across codebase,workspace
+ddc76f0c,2025-11-17,yangdx,Merge branch 'main' into workspace-isolation,workspace
+e8383df3,2025-11-17,yangdx,Fix NamespaceLock context variable timing to prevent lock bricking,workspace
+f1d8f18c,2025-11-17,yangdx,Merge branch 'main' into workspace-isolation,workspace
+1745b30a,2025-11-18,yangdx,Fix missing workspace parameter in update flags status call,workspace
+21ad990e,2025-11-18,yangdx,Improve workspace isolation tests with better parallelism checks and cleanup,workspace
+4048fc4b,2025-11-18,yangdx,Fix: auto-acquire pipeline when idle in document deletion,workspace
+dfbc9736,2025-11-18,Daniel.y,Merge pull request #2369 from HKUDS/workspace-isolation,workspace
+f8dd2e07,2025-11-18,yangdx,Fix namespace parsing when workspace contains colons,workspace
+93d445df,2025-11-25,yangdx,Add pipeline status lock function for legacy compatibility,workspace
+aac787ba,2025-10-05,yangdx,Clarify chunk tracking log message in _build_llm_context,chunking
+8eb0f83e,2025-10-12,yangdx,Simplify Vite build config by removing manual chunking strategy,chunking
+35cd567c,2025-10-17,yangdx,Allow related chunks missing in knowledge graph queries,chunking
+dc62c78f,2025-10-20,yangdx,Add entity/relation chunk tracking with configurable source ID limits,chunking
+29bf5936,2025-10-25,yangdx,Fix entity and relation chunk cleanup in deletion pipeline,chunking
+3fbd704b,2025-10-26,yangdx,Enhance entity/relation editing with chunk tracking synchronization,chunking
+a3370b02,2025-10-26,yangdx,Add chunk tracking cleanup to entity/relation deletion and creation,chunking
+2c09adb8,2025-10-27,yangdx,Add chunk tracking support to entity merge functionality,chunking
+c81a56a1,2025-10-28,yangdx,Fix entity and relationship deletion when no chunk references remain,chunking
+0bbef981,2025-11-02,anouarbm,Optimize RAGAS evaluation with parallel execution and chunk content enrichment,chunking
+963ad4c6,2025-11-02,anouarbm,docs: Add documentation and examples for include_chunk_content parameter,chunking
+6b0f9795,2025-11-06,yangdx,Add workspace parameter and remove chunk-based query unit tests,chunking
+807d2461,2025-11-06,yangdx,Remove unused chunk-based node/edge retrieval methods,chunking
+ea141e27,2025-11-07,yangdx,Fix: Remove redundant entity/relation chunk deletions,chunking
+77405006,2025-11-09,Tong,Da support async chunking func to improve processing performance when a heavy `chunking_func` is passed in by user,chunking
+d137ba58,2025-11-09,Tong,Da support async chunking func to improve processing performance when a heavy `chunking_func` is passed in by user,chunking
+245df75d,2025-11-10,Tong,Da easier version: detect chunking_func result is coroutine or not,chunking
+50160254,2025-11-10,Tong,Da easier version: detect chunking_func result is coroutine or not,chunking
+940bec0b,2025-11-13,yangdx,Support async chunking functions in LightRAG processing pipeline,chunking
+af542391,2025-11-13,yangdx,Support async chunking functions in LightRAG processing pipeline,chunking
+1bfa1f81,2025-11-18,yangdx,Merge branch 'main' into fix_chunk_comment,chunking
+24423c92,2025-11-18,yangdx,Merge branch 'fix_chunk_comment',chunking
+dacca334,2025-11-18,EightyOliveira,refactor(chunking): rename params and improve docstring for chunking_by_token_size,chunking
+e77340d4,2025-11-18,yangdx,Adjust chunking parameters to match the default environment variable settings,chunking
+57332925,2025-11-19,yangdx,Add comprehensive tests for chunking with recursive splitting,chunking
+6fea68bf,2025-11-19,yangdx,Fix ChunkTokenLimitExceededError message formatting,chunking
+f72f435c,2025-11-19,Daniel.y,Merge pull request #2389 from danielaskdd/fix-chunk-size,chunking
+f988a226,2025-11-19,yangdx,Add token limit validation for character-only chunking,chunking
+fec7c67f,2025-11-19,yangdx,Add comprehensive chunking tests with multi-token tokenizer edge cases,chunking
+a05bbf10,2025-11-22,netbrah,"Add Cohere reranker config, chunking, and tests",chunking
+1d6ea0c5,2025-11-24,copilot-swe-agent[bot],Fix chunking infinite loop when overlap_tokens >= max_tokens,chunking
+9009abed,2025-12-03,yangdx,Fix top_n behavior with chunking to limit documents not chunks,chunking
+54f0a7d1,2025-10-14,DivinesLight,Quick fix to limit source_id ballooning while inserting nodes,ingestion
+7871600d,2025-10-14,DivinesLight,Quick fix to limit source_id ballooning while inserting nodes,ingestion
+1154c568,2025-10-21,yangdx,Refactor deduplication calculation and remove unused variables,ingestion
+a25003c3,2025-10-27,yangdx,Fix relation deduplication logic and standardize log message prefixes,ingestion
+19c16bc4,2025-12-02,yangdx,Add content deduplication check for document insertion endpoints,ingestion
+459e4ddc,2025-12-02,yangdx,Clean up duplicate dependencies in package.json and lock file,ingestion
+8d28b959,2025-12-02,yangdx,Fix duplicate document responses to return original track_id,ingestion
diff --git a/docs/diff_hku/wave_2.csv b/docs/diff_hku/wave_2.csv
new file mode 100644
index 00000000..a7808316
--- /dev/null
+++ b/docs/diff_hku/wave_2.csv
@@ -0,0 +1,94 @@
+commit,auth_date,author,subject,category
+ec40b17e,2025-10-08,Yasiru,Rangana feat: Add token tracking support to openai_embed function,embedding
+0f15fdc3,2025-10-09,Daniel.y,Merge pull request #2181 from yrangana/feat/openai-embedding-token-tracking,embedding
+6d1ae404,2025-10-15,yangdx,Add offline Docker build support with embedded models and cache,embedding
+6a29b5da,2025-10-23,yangdx,Update Docker deployment comments for LLM and embedding hosts,embedding
+7b8223da,2025-11-03,yangdx,Update env.example with host/endpoint clarifications for LLM/embedding,embedding
+9c057060,2025-11-05,yangdx,Add separate endpoint configuration for LLM and embeddings in evaluation,embedding
+01b07b2b,2025-11-07,yangdx,Refactor Jina embedding dimension by changing param to optional with default,embedding
+33a1482f,2025-11-07,yangdx,Add optional embedding dimension parameter control via env var,embedding
+9cee5a63,2025-11-07,yangdx,Merge branch 'main' into apply-dim-to-embedding-call,embedding
+ce28f30c,2025-11-07,yangdx,Add embedding_dim parameter support to embedding functions,embedding
+d8a6355e,2025-11-07,yangdx,Merge branch 'main' into apply-dim-to-embedding-call,embedding
+d94aae9c,2025-11-07,Yasiru,Rangana Add dimensions parameter support to openai_embed(),embedding
+ffeeae42,2025-11-07,yangdx,refactor: simplify jina embedding dimension handling,embedding
+03cc6262,2025-11-08,yangdx,Prohibit direct access to internal functions of EmbeddingFunc.,embedding
+0b2a15c4,2025-11-08,yangdx,Centralize embedding_send_dim config through args instead of env var,embedding
+29a349f2,2025-11-08,Daniel.y,Merge pull request #2329 from danielaskdd/gemini-embedding,embedding
+a624a950,2025-11-08,yangdx,Add Gemini to APIs requiring embedding dimension parameter,embedding
+de4ed736,2025-11-08,yangdx,Add Gemini embedding support,embedding
+f4492d48,2025-11-08,Daniel.y,Merge pull request #2328 from HKUDS/apply-dim-to-embedding-call,embedding
+05852e1a,2025-11-14,yangdx,Add max_token_size parameter to embedding function decorators,embedding
+14a6c24e,2025-11-14,yangdx,Add configurable embedding token limit with validation,embedding
+2fb57e76,2025-11-14,yangdx,Fix embedding token limit initialization order,embedding
+39b49e92,2025-11-14,yangdx,Convert embedding_token_limit from property to field with __post_init__,embedding
+5dec4dea,2025-11-14,yangdx,Improve embedding config priority and add debug logging,embedding
+6b2af2b5,2025-11-14,yangdx,Refactor embedding function creation with proper attribute inheritance,embedding
+77221564,2025-11-14,yangdx,Add max_token_size parameter to embedding function decorators,embedding
+963a0a5d,2025-11-14,yangdx,Refactor embedding function creation with proper attribute inheritance,embedding
+ab4d7ac2,2025-11-14,yangdx,Add configurable embedding token limit with validation,embedding
+de4412dd,2025-11-14,yangdx,Fix embedding token limit initialization order,embedding
+e5addf4d,2025-11-14,yangdx,Improve embedding config priority and add debug logging,embedding
+f0254773,2025-11-14,yangdx,Convert embedding_token_limit from property to field with __post_init__,embedding
+3b76eea2,2025-11-15,Daniel.y,Merge pull request #2359 from danielaskdd/embedding-limit,embedding
+b5589ce4,2025-11-15,yangdx,Merge branch 'main' into embedding-limit,embedding
+c13f9116,2025-11-17,yangdx,Add embedding dimension validation to EmbeddingFunc wrapper,embedding
+46ce6d9a,2025-11-20,yangdx,Fix Azure OpenAI embedding model parameter fallback,embedding
+0c4cba38,2025-11-21,yangdx,Fix double decoration in azure_openai_embed and document decorator usage,embedding
+7b762110,2025-11-22,yangdx,Add fallback to AZURE_OPENAI_API_VERSION for embedding API version,embedding
+1b02684e,2025-11-28,Daniel.y,Merge pull request #2432 from danielaskdd/embedding-example,embedding
+1d07ff7f,2025-11-28,yangdx,Update OpenAI and Ollama embedding func examples in README,embedding
+4ab4a7ac,2025-11-28,yangdx,Allow embedding models to use provider defaults when unspecified,embedding
+56e0365c,2025-11-28,yangdx,Add configurable model parameter to jina_embed function,embedding
+6e2946e7,2025-11-28,yangdx,Add max_token_size parameter to azure_openai_embed wrapper,embedding
+97a9dfca,2025-11-28,yangdx,Add important note about embedding function wrapping restrictions,embedding
+b6705449,2025-11-28,Daniel.y,Merge pull request #2433 from danielaskdd/fix-jina-embedding,embedding
+ea8d55ab,2025-11-28,yangdx,Add documentation for embedding provider configuration rules,embedding
+37e8898c,2025-10-01,yangdx,Simplify reference formatting in LLM context generation,llm_cloud
+83d99e14,2025-10-01,yangdx,fix(OllamaAPI): Add validation to ensure last message is from user role,llm_cloud
+0b3d3150,2025-10-20,Humphry,"extended to use gemini, sswitched to use gemini-flash-latest",llm_cloud
+74694214,2025-10-20,dependabot[bot],"Update openai requirement from <2.0.0,>=1.0.0 to >=1.0.0,<3.0.0",llm_cloud
+175ef459,2025-10-21,Daniel.y,Merge pull request #2238 from HKUDS/dependabot/pip/openai-gte-1.0.0-and-lt-3.0.0,llm_cloud
+162370b6,2025-10-22,yangdx,Add optional LLM cache deletion when deleting documents,llm_cloud
+aa916f28,2025-11-01,anouarbm,"docs: add generic test_dataset.json for evaluation examples Test cases with generic examples about: - LightRAG framework features and capabilities - RAG system architecture and components - Vector database support (ChromaDB, Neo4j, Milvus, etc.) - LLM provider integrations (OpenAI, Anthropic, Ollama, etc.) - RAG evaluation metrics explanation - Deployment options (Docker, FastAPI, direct integration) - Knowledge graph-based retrieval concepts",llm_cloud
+994a82dc,2025-11-05,yangdx,Suppress token usage warnings for custom OpenAI-compatible endpoints,llm_cloud
+3cb4eae4,2025-11-07,yangdx,Add Chain of Thought support to Gemini LLM integration,llm_cloud
+6686edfd,2025-11-07,yangdx,"Update Gemini LLM options: add seed and thinking config, remove MIME type",llm_cloud
+73284623,2025-11-07,Daniel.y,Merge pull request #2326 from danielaskdd/gemini-cot,llm_cloud
+8c275553,2025-11-07,yangdx,Fix Gemini response parsing to avoid warnings from non-text parts,llm_cloud
+924c8cb8,2025-11-07,yangdx,Merge branch 'main' into gemini-cot,llm_cloud
+fc40a369,2025-11-07,yangdx,Add timeout support to Gemini LLM and improve parameter handling,llm_cloud
+3d9de5ed,2025-11-08,yangdx,feat: improve Gemini client error handling and retry logic,llm_cloud
+55274dde,2025-11-08,yangdx,Add LLM cache migration tool for KV storage backends,llm_cloud
+57ee7d5a,2025-11-08,yangdx,Merge branch 'main' into llm-cache-migrate,llm_cloud
+6b9f13c7,2025-11-08,yangdx,Enhance LLM cache migration tool with streaming and improved UX,llm_cloud
+6fc54d36,2025-11-08,yangdx,Move LLM cache migration tool to lightrag.tools module,llm_cloud
+85bb98b3,2025-11-08,Daniel.y,Merge pull request #2331 from danielaskdd/gemini-retry,llm_cloud
+987bc09c,2025-11-08,yangdx,Update LLM cache migration docs and improve UX prompts,llm_cloud
+d0d31e92,2025-11-08,yangdx,Improve LLM cache migration tool configuration and messaging,llm_cloud
+f83ea339,2025-11-08,yangdx,Add section header comment for Gemini binding options,llm_cloud
+1485cb82,2025-11-09,yangdx,Add LLM query cache cleanup tool for KV storage backends,llm_cloud
+3110ca51,2025-11-09,Daniel.y,Merge pull request #2335 from danielaskdd/llm-cache-cleanup,llm_cloud
+754d2ad2,2025-11-09,yangdx,Add documentation for LLM cache migration between storage types,llm_cloud
+88ab73f6,2025-11-09,yangdx,HotFix: Restore streaming response in OpenAI LLM,llm_cloud
+8adf3180,2025-11-09,Daniel.y,Merge pull request #2330 from danielaskdd/llm-cache-migrate,llm_cloud
+18893015,2025-11-13,yangdx,Merge branch 'feat/add_cloud_ollama_support',llm_cloud
+680e36c6,2025-11-14,yangdx,Improve Bedrock error handling with retry logic and custom exceptions,llm_cloud
+f5b48587,2025-11-14,yangdx,Improve Bedrock error handling with retry logic and custom exceptions,llm_cloud
+95e1fb16,2025-11-17,yangdx,Remove final_namespace attribute for in-memory storage and use namespace in clean_llm_query_cache.py,llm_cloud
+a990c1d4,2025-11-17,BukeLy,fix: Correct Mock LLM output format in E2E test,llm_cloud
+021b637d,2025-11-21,Daniel.y,Merge pull request #2403 from danielaskdd/azure-cot-handling,llm_cloud
+02fdceb9,2025-11-21,yangdx,Update OpenAI client to use stable API and bump minimum version to 2.0.0,llm_cloud
+1e477e95,2025-11-21,yangdx,Add lightrag-clean-llmqc console script entry point,llm_cloud
+45f4f823,2025-11-21,yangdx,Refactor Azure OpenAI client creation to support client_configs merging,llm_cloud
+8777895e,2025-11-21,Daniel.y,Merge pull request #2401 from danielaskdd/fix-openai-keyword-extraction,llm_cloud
+9f69c5bf,2025-11-21,yangdx,feat: Support structured output `parsed` from OpenAI,llm_cloud
+ac9f2574,2025-11-21,yangdx,Improve Azure OpenAI wrapper functions with full parameter support,llm_cloud
+b709f8f8,2025-11-21,yangdx,Consolidate Azure OpenAI implementation into main OpenAI module,llm_cloud
+fafa1791,2025-11-21,yangdx,Fix Azure OpenAI model parameter to use deployment name consistently,llm_cloud
+ffd8da51,2025-11-21,yangdx,Improve Azure OpenAI compatibility and error handling,llm_cloud
+49fb11e2,2025-11-22,yangdx,Update Azure OpenAI configuration examples,llm_cloud
+5f53de88,2025-11-22,yangdx,Fix Azure configuration examples and correct typos in env.example,llm_cloud
+a898f054,2025-11-25,palanisd,Merge branch 'HKUDS:main' into cohere-rerank,rerank
+8e50eef5,2025-12-02,yangdx,Merge branch 'main' into cohere-rerank,rerank
+f0d67f16,2025-12-03,yangdx,Merge branch 'cohere-rerank',rerank
diff --git a/docs/diff_hku/wave_3.csv b/docs/diff_hku/wave_3.csv
new file mode 100644
index 00000000..e0575398
--- /dev/null
+++ b/docs/diff_hku/wave_3.csv
@@ -0,0 +1,25 @@
+commit,auth_date,author,subject,category
+075399ff,2025-11-12,Daniel.y,Merge pull request #2346 from danielaskdd/optimize-json-sanitization,json
+23cbb9c9,2025-11-12,yangdx,Add data sanitization to JSON writing to prevent UTF-8 encoding errors,json
+6de4123f,2025-11-12,yangdx,Optimize JSON string sanitization with precompiled regex and zero-copy,json
+70cc2419,2025-11-12,yangdx,Fix empty dict handling after JSON sanitization,json
+7f54f470,2025-11-12,yangdx,Optimize JSON string sanitization with precompiled regex and zero-copy,json
+a08bc726,2025-11-12,yangdx,Fix empty dict handling after JSON sanitization,json
+abeaac84,2025-11-12,yangdx,Improve JSON data sanitization to handle tuples and dict keys,json
+cca0800e,2025-11-12,yangdx,Fix migration to reload sanitized data and prevent memory corruption,json
+d1f4b6e5,2025-11-12,yangdx,Add data sanitization to JSON writing to prevent UTF-8 encoding errors,json
+dcf1d286,2025-11-12,yangdx,Fix migration to reload sanitized data and prevent memory corruption,json
+f28a0c25,2025-11-12,yangdx,Improve JSON data sanitization to handle tuples and dict keys,json
+c46c1b26,2025-10-31,yangdx,Add pycryptodome dependency for PDF encryption support,pdf
+61b57cbb,2025-11-01,yangdx,Add PDF decryption support for password-protected files,pdf
+ece0398d,2025-11-01,Daniel.y,Merge pull request #2296 from danielaskdd/pdf-decryption,pdf
+5a6bb658,2025-11-11,Daniel.y,Merge pull request #2338 from danielaskdd/migrate-to-pypdf,pdf
+c434879c,2025-11-11,yangdx,Replace PyPDF2 with pypdf for PDF processing,pdf
+fdcb4d0b,2025-11-11,yangdx,Replace PyPDF2 with pypdf for PDF processing,pdf
+186c8f0e,2025-11-19,yangdx,Preserve blank paragraphs in DOCX extraction to maintain spacing,docx
+4438ba41,2025-11-19,yangdx,Enhance DOCX extraction to preserve document order with tables,docx
+95cd0ece,2025-11-19,yangdx,Fix DOCX table extraction by escaping special characters in cells,docx
+e7d2803a,2025-11-19,yangdx,Remove text stripping in DOCX extraction to preserve whitespace,docx
+fa887d81,2025-11-19,yangdx,Fix table column structure preservation in DOCX extraction,docx
+3f6423df,2025-12-01,yangdx,Fix KaTeX extension loading by moving imports to app startup,katex
+8f4bfbf1,2025-12-01,yangdx,Add KaTeX copy-tex extension support for formula copying,katex
diff --git a/docs/diff_hku/wave_4.csv b/docs/diff_hku/wave_4.csv
new file mode 100644
index 00000000..01884820
--- /dev/null
+++ b/docs/diff_hku/wave_4.csv
@@ -0,0 +1,406 @@
+commit,auth_date,author,subject,category
+dde728a3,2025-10-05,yangdx,Bump core version to 1.5.0 and API to 0236,dependabot
+289337b2,2025-10-11,yangdx,Bump API version to 0237,dependabot
+79f623a2,2025-10-12,yangdx,Bump core version to 1.4.9.3,dependabot
+f402ad27,2025-10-12,yangdx,Bump API version to 0238,dependabot
+a81c122f,2025-10-14,yangdx,Bump API version to 0240,dependabot
+f3740d82,2025-10-14,yangdx,Bump API version to 0239,dependabot
+91b8722b,2025-10-16,yangdx,Bump core version to 1.4.9.4,dependabot
+7bf9d1e8,2025-10-17,yangdx,Bump API version to 0241,dependabot
+ef4acf53,2025-10-21,dependabot[bot],"Update pandas requirement from <2.3.0,>=2.0.0 to >=2.0.0,<2.4.0",dependabot
+1101562e,2025-10-22,yangdx,Bump API version to 0243,dependabot
+fdf0fe04,2025-10-22,yangdx,Bump API version to 0244,dependabot
+3eb3a075,2025-10-25,yangdx,Bump core version to 1.4.9.5 and API version to 0245,dependabot
+94f24a66,2025-10-27,yangdx,Bump API version to 0246,dependabot
+f81dd4e7,2025-10-27,dependabot[bot],"Update redis requirement from <7.0.0,>=5.0.0 to >=5.0.0,<8.0.0",dependabot
+4bf41abe,2025-10-28,Daniel.y,Merge pull request #2272 from HKUDS/dependabot/pip/redis-gte-5.0.0-and-lt-8.0.0,dependabot
+3a7f7535,2025-10-29,yangdx,Bump core version to 1.4.9.6 and API version to 0248,dependabot
+da2e9efd,2025-10-29,yangdx,Bump API version to 0247,dependabot
+c9e73bb4,2025-10-30,yangdx,Bump core version to 1.4.9.7 and API version to 0249,dependabot
+e5414c61,2025-10-31,yangdx,Bump core version to 1.4.9.8 and API version to 0250,dependabot
+5bcd2926,2025-11-06,yangdx,Bump API version to 0251,dependabot
+cf732dbf,2025-11-08,yangdx,Bump core version to 1.4.9.9 and API to 0252,dependabot
+1f9d0735,2025-11-09,yangdx,Bump API version to 0253,dependabot
+9262f66d,2025-11-17,yangdx,Bump API version to 0255,dependabot
+d16c7840,2025-11-18,yangdx,Bump API version to 0256,dependabot
+f83b475a,2025-11-18,yangdx,Remove Dependabot configuration file,dependabot
+881b8d3a,2025-11-28,yangdx,Bump API version to 0257,dependabot
+112ed234,2025-12-01,yangdx,Bump API version to 0258,dependabot
+13fc9f33,2025-12-02,yangdx,Reduce dependabot open pull request limits,dependabot
+381ddfff,2025-12-02,yangdx,Bump API version to 0259,dependabot
+883c5dc0,2025-12-02,yangdx,Update dependabot config with new groupings and patterns,dependabot
+9425277f,2025-12-02,yangdx,Improve dependabot config with better docs and numpy ignore rule,dependabot
+b2f1de4a,2025-12-02,Daniel.y,Merge pull request #2447 from danielaskdd/dependabot,dependabot
+f93bda58,2025-12-02,yangdx,Enable numpy updates in dependabot configuration,dependabot
+a250d881,2025-10-02,yangdx,Update webui assets,webui
+cec784f6,2025-10-02,yangdx,Update webui assets,webui
+1574fec7,2025-10-05,yangdx,Update webui assets,webui
+b5f83767,2025-10-05,yangdx,Update webui assets,webui
+d473f635,2025-10-05,yangdx,Update webui assets,webui
+5734f51e,2025-10-12,Daniel.y,Merge pull request #2198 from danielaskdd/webui,webui
+8a009899,2025-10-12,yangdx,Update webui assets,webui
+e1af1c6d,2025-10-12,yangdx,Update webui assets,webui
+c0b1552e,2025-10-14,yangdx,Remove .gitkeep file by ensuring webui dir exists on bun build,webui
+df52ce98,2025-10-14,yangdx,Revert vite.config.ts to origin version,webui
+8070d0cf,2025-10-17,Daniel.y,Merge pull request #2234 from danielaskdd/fix-webui,webui
+80f2e691,2025-11-09,yangdx,Remove redundant i18n import triggered the Vite “dynamic + static import” warning,webui
+2539b4e2,2025-11-25,Daniel.y,Merge pull request #2418 from danielaskdd/start-without-webui,webui
+48b67d30,2025-11-25,yangdx,Handle missing WebUI assets gracefully without blocking server startup,webui
+15bfd9fa,2025-12-01,dependabot[bot],Bump the ui-components group in /lightrag_webui with 7 updates,webui
+1f3d7006,2025-12-01,dependabot[bot],Bump @stylistic/eslint-plugin-js from 3.1.0 to 4.4.1 in /lightrag_webui,webui
+245c0c32,2025-12-01,dependabot[bot],Bump the build-tools group in /lightrag_webui with 4 updates,webui
+587a930b,2025-12-01,dependabot[bot],Bump the react group in /lightrag_webui with 3 updates,webui
+9ae1c7fc,2025-12-01,dependabot[bot],Bump react-error-boundary from 5.0.0 to 6.0.0 in /lightrag_webui,webui
+e2431b67,2025-12-01,dependabot[bot],Bump @vitejs/plugin-react-swc from 3.11.0 to 4.2.0 in /lightrag_webui,webui
+f4acb25c,2025-12-01,dependabot[bot],Bump the frontend-minor-patch group in /lightrag_webui with 6 updates,webui
+09aa8483,2025-12-02,yangdx,Merge branch 'dependabot/bun/lightrag_webui/stylistic/eslint-plugin-js-4.4.1',webui
+0c2a653c,2025-12-02,yangdx,Merge branch 'main' into dependabot/bun/lightrag_webui/vitejs/plugin-react-swc-4.2.0,webui
+0ca71a57,2025-12-02,dependabot[bot],Bump sonner from 1.7.4 to 2.0.7 in /lightrag_webui,webui
+0d89cd26,2025-12-02,Daniel.y,Merge pull request #2462 from HKUDS/dependabot/bun/lightrag_webui/faker-js/faker-10.1.0,webui
+0f045a52,2025-12-02,yangdx,Merge branch 'dependabot/bun/lightrag_webui/vitejs/plugin-react-swc-4.2.0' of github.com:HKUDS/LightRAG into dependabot/bun/lightrag_webui/vitejs/plugin-react-swc-4.2.0,webui
+13a285d4,2025-12-02,Daniel.y,Merge pull request #2451 from HKUDS/dependabot/bun/lightrag_webui/build-tools-0944ec6cea,webui
+19cae272,2025-12-02,Daniel.y,Merge pull request #2463 from HKUDS/dependabot/bun/lightrag_webui/types/node-24.9.2,webui
+1d12f497,2025-12-02,dependabot[bot],Bump i18next from 24.2.3 to 25.6.0 in /lightrag_webui,webui
+29bd027a,2025-12-02,dependabot[bot],Bump @vitejs/plugin-react-swc,webui
+2bb9ec13,2025-12-02,dependabot[bot],Bump eslint-plugin-react-hooks from 5.2.0 to 7.0.1 in /lightrag_webui,webui
+35c79341,2025-12-02,Daniel.y,Merge pull request #2450 from HKUDS/dependabot/bun/lightrag_webui/ui-components-018be29f1c,webui
+42b09b10,2025-12-02,dependabot[bot],Bump globals from 15.15.0 to 16.5.0 in /lightrag_webui,webui
+57d9cc8f,2025-12-02,Daniel.y,Merge pull request #2464 from HKUDS/dependabot/bun/lightrag_webui/react-syntax-highlighter-16.1.0,webui
+59b1b58f,2025-12-02,Daniel.y,Merge pull request #2456 from HKUDS/dependabot/bun/lightrag_webui/globals-16.5.0,webui
+5ca4792c,2025-12-02,dependabot[bot],Bump @faker-js/faker from 9.9.0 to 10.1.0 in /lightrag_webui,webui
+67d9455c,2025-12-02,Daniel.y,Merge pull request #2466 from HKUDS/dependabot/bun/lightrag_webui/react-i18next-16.2.3,webui
+68bee74d,2025-12-02,dependabot[bot],Bump the frontend-minor-patch group in /lightrag_webui with 2 updates,webui
+6e2f125a,2025-12-02,Daniel.y,Merge pull request #2471 from HKUDS/dependabot/bun/lightrag_webui/frontend-minor-patch-172e1e6fcf,webui
+7545fa72,2025-12-02,dependabot[bot],Bump vite in /lightrag_webui in the build-tools group,webui
+7f7ce9d3,2025-12-02,dependabot[bot],Bump i18next in /lightrag_webui in the frontend-minor-patch group,webui
+8cdf8a12,2025-12-02,Daniel.y,Merge pull request #2455 from HKUDS/dependabot/bun/lightrag_webui/i18next-25.6.0,webui
+964b53e7,2025-12-02,Daniel.y,Merge pull request #2458 from HKUDS/dependabot/bun/lightrag_webui/eslint-plugin-react-hooks-7.0.1,webui
+a47414f7,2025-12-02,Daniel.y,Merge pull request #2461 from HKUDS/dependabot/bun/lightrag_webui/sonner-2.0.7,webui
+a8e79a8a,2025-12-02,yangdx,Merge remote-tracking branch 'upstream/dependabot/bun/lightrag_webui/react-error-boundary-6.0.0',webui
+ab718218,2025-12-02,Daniel.y,Merge pull request #2449 from HKUDS/dependabot/bun/lightrag_webui/react-b0cb288b9e,webui
+b2b5f80b,2025-12-02,Daniel.y,Merge pull request #2467 from HKUDS/dependabot/bun/lightrag_webui/build-tools-ecae90f21c,webui
+b38f4dd7,2025-12-02,dependabot[bot],Bump react-syntax-highlighter from 15.6.6 to 16.1.0 in /lightrag_webui,webui
+bd487a45,2025-12-02,dependabot[bot],Bump @vitejs/plugin-react-swc from 3.11.0 to 4.2.0 in /lightrag_webui,webui
+c6c201d7,2025-12-02,Daniel.y,Merge branch 'main' into dependabot/bun/lightrag_webui/frontend-minor-patch-a28ecac770,webui
+d3b5cb63,2025-12-02,dependabot[bot],Bump vite from 6.3.6 to 7.1.12 in /lightrag_webui,webui
+d5e7b230,2025-12-02,dependabot[bot],Bump @types/node from 22.18.9 to 24.9.2 in /lightrag_webui,webui
+dd4c988b,2025-12-02,dependabot[bot],Bump react-markdown from 9.1.0 to 10.1.0 in /lightrag_webui,webui
+dd95813f,2025-12-02,Daniel.y,Merge pull request #2465 from HKUDS/dependabot/bun/lightrag_webui/react-markdown-10.1.0,webui
+ddd32f58,2025-12-02,Daniel.y,Merge pull request #2470 from HKUDS/dependabot/bun/lightrag_webui/build-tools-939f50a5f3,webui
+e20f86a0,2025-12-02,dependabot[bot],Bump react-i18next from 15.7.4 to 16.2.3 in /lightrag_webui,webui
+e429d553,2025-12-02,Daniel.y,Merge pull request #2459 from HKUDS/dependabot/bun/lightrag_webui/frontend-minor-patch-9aaf02af10,webui
+e547c003,2025-12-02,Daniel.y,Merge pull request #2460 from HKUDS/dependabot/bun/lightrag_webui/vite-7.1.12,webui
+e7966712,2025-12-02,Daniel.y,Merge pull request #2452 from HKUDS/dependabot/bun/lightrag_webui/frontend-minor-patch-a28ecac770,webui
+ea826a38,2025-12-02,yangdx,Merge branch 'dependabot/bun/lightrag_webui/vitejs/plugin-react-swc-4.2.0',webui
+ffcd75a4,2025-09-29,zl7261,decalre targetNode after check sourceNode,misc
+1bd84f00,2025-10-01,Roman,Marchuk Merge branch 'main' into fix/dark-mode-graph-text-colors,misc
+7297ca1d,2025-10-01,Roman,Marchuk Fix dark mode graph labels for system theme and improve colors,misc
+bb6138e7,2025-10-01,yangdx,fix(prompt): Clarify reference section restrictions in prompt templates,misc
+f83cde14,2025-10-01,yangdx,fix(prompt): Improve markdown formatting requirements and reference style,misc
+112349ed,2025-10-02,yangdx,Modernize type hints and remove Python 3.8 compatibility code,misc
+181525ff,2025-10-02,yangdx,Merge branch 'main' into zl7261/main,misc
+19a41584,2025-10-02,yangdx,Fix linting,misc
+1f07d4b1,2025-10-02,yangdx,Remove .env_example from .gitignore,misc
+6bf6f43d,2025-10-02,yangdx,Remove bold formatting from instruction headers in prompts,misc
+b1a4e7d7,2025-10-02,yangdx,Fix linting,misc
+d2196a4e,2025-10-02,yangdx,Merge remote-tracking branch 'origin/main',misc
+d4abe704,2025-10-02,yangdx,Hide dev options in production builds,misc
+f6b71536,2025-10-02,yangdx,Merge branch 'main' into fix/dark-mode-graph-text-colors,misc
+b9c37bd9,2025-10-03,yangdx,Fix linting,misc
+cf2a024e,2025-10-04,Jon,feat: Add endpoint and UI to retry failed documents,misc
+0aef6a16,2025-10-05,yangdx,Add theme-aware edge highlighting colors for graph control,misc
+0c1cb7b7,2025-10-05,yangdx,Improve document tooltip display with track ID and better formatting,misc
+0d694962,2025-10-05,yangdx,Merge branch 'feat/retry-failed-documents-upstream',misc
+1b274706,2025-10-05,Daniel.y,Merge pull request #2171 from danielaskdd/doc-name-in-full-docs,misc
+4fe41f76,2025-10-05,yangdx,Merge branch 'doc-name-in-full-docs',misc
+7b1f8e0f,2025-10-05,yangdx,Update scan tooltip to clarify it also reprocesses failed documents,misc
+bf6ca9dd,2025-10-05,yangdx,Add retry failed button translations and standardize button text,misc
+d550f1c5,2025-10-05,yangdx,Fix linting,misc
+dad90d25,2025-10-05,Daniel.y,Merge pull request #2170 from danielaskdd/tooltips-optimize,misc
+6190fa89,2025-10-06,yangdx,Fix linting,misc
+d8a9617c,2025-10-06,kevinnkansah,fix: fix: asyncpg bouncer connection pool error,misc
+fdcb034d,2025-10-06,kevinnkansah,chore: distinguish settings,misc
+ea5e390b,2025-10-07,Daniel.y,Merge pull request #2178 from aleksvujic/patch-1,misc
+f1e01107,2025-10-07,yangdx,Merge branch 'kevinnkansah/main',misc
+9f44e89d,2025-10-08,NeelM0906,Add knowledge graph manipulation endpoints,misc
+ae9f4ae7,2025-10-09,Yasiru,Rangana fix: Remove trailing whitespace for pre-commit linting,misc
+b7c77396,2025-10-09,NeelM0906,Fix entity/relation creation endpoints to properly update vector stores,misc
+f6d1fb98,2025-10-09,NeelM0906,Fix Linting errors,misc
+12facac5,2025-10-10,yangdx,Enhance graph API endpoints with detailed docs and field validation,misc
+648d7bb1,2025-10-10,yangdx,Refactor Helm template to handle optional envFrom values safely,misc
+85d1a563,2025-10-10,yangdx,Merge branch 'adminunblinded/main',misc
+b81b8620,2025-10-10,kevinnkansah,chore: update deps,misc
+d0ae7a67,2025-10-10,yangdx,Fix typos and grammar in env.example configuration comments,misc
+fea10cd0,2025-10-10,yangdx,Merge branch 'chart-enchancment',misc
+1a4d6775,2025-10-11,杨广,i18n: fix mustache brackets,misc
+49326f2b,2025-10-11,Daniel.y,Merge pull request #2194 from danielaskdd/offline,misc
+766f27da,2025-10-11,Daniel.y,Merge pull request #2193 from kevinnkansah/main,misc
+7cddd564,2025-10-11,yangdx,Revert core version to 1.4.9..2,misc
+b7216ede,2025-10-11,yangdx,Fix linting,misc
+e1e4f1b0,2025-10-11,yangdx,Fix get_by_ids to return None for missing records consistently,misc
+074f0c8b,2025-10-12,yangdx,Update docstring for adelete_by_doc_id method clarity,misc
+2d9334d3,2025-10-12,yangdx,Simplify Root component by removing async i18n initialization,misc
+44f51f88,2025-10-12,yangdx,Add fallback value for accordion content height CSS variable,misc
+5290b60e,2025-10-12,Daniel.y,Merge pull request #2196 from zl7261/main,misc
+f2fb1202,2025-10-12,yangdx,Move accordion keyframes from CSS to Tailwind config and add fallback 'auto' value,misc
+6c05f0f8,2025-10-13,yangdx,Fix linting,misc
+be9e6d16,2025-10-13,yangdx,Exclude Frontend Build Artifacts from Git Repository,misc
+cc436910,2025-10-13,yangdx,Merge branch 'kevinnkansah/main',misc
+130b4959,2025-10-14,yangdx,Add PREPROCESSED (multimodal_processed) status for multimodal document processing,misc
+4e740af7,2025-10-14,haseebuchiha,Import from env and use default if none and removed useless import,misc
+50210e25,2025-10-14,yangdx,Add @tailwindcss/typography plugin and fix Tailwind config,misc
+5ace200b,2025-10-14,Daniel.y,Merge pull request #2208 from danielaskdd/remove-fontend-artifact,misc
+64900b54,2025-10-14,yangdx,Add frontend source code update warning,misc
+8bf41131,2025-10-14,yangdx,Standardize build commands and remove --emptyOutDir flag,misc
+92a66565,2025-10-14,Daniel.y,Merge pull request #2211 from HKUDS/add-preprocessed-status,misc
+965d8b16,2025-10-14,yangdx,Merge branch 'add-preprocessed-status',misc
+a8bbce3a,2025-10-14,yangdx,Use frozen lockfile for consistent frontend builds,misc
+d52c3377,2025-10-14,haseebuchiha,Import from env and use default if none and removed useless import,misc
+ee45ab51,2025-10-14,yangdx,Move frontend build check from setup.py to runtime server startup,misc
+17c2a929,2025-10-15,DivinesLight,Get max source Id config from .env and lightRAG init,misc
+29bac49f,2025-10-15,yangdx,Handle empty query results by returning None instead of fail responses,misc
+433ec813,2025-10-15,yangdx,Improve offline installation with constraints and version bounds,misc
+7f223d5a,2025-10-15,yangdx,Fix linting,misc
+83b10a52,2025-10-15,Daniel.y,Merge pull request #2218 from danielaskdd/issue-2215,misc
+c06522b9,2025-10-15,DivinesLight,Get max source Id config from .env and lightRAG init,misc
+8cc8bbf4,2025-10-16,yangdx,Change Docker build cache mode from max to min,misc
+8e3497dc,2025-10-16,yangdx,Update comments,misc
+c61b7bd4,2025-10-16,yangdx,Remove torch and transformers from offline dependency groups,misc
+ef6ed429,2025-10-16,yangdx,Optimize Docker builds with layer caching and add pip for runtime installs,misc
+03333d63,2025-10-17,yangdx,Merge branch 'main' into limit-vdb-metadata-size,misc
+04d23671,2025-10-17,yangdx,Fix redoc access problem in front-end dev mode,misc
+06ed2d06,2025-10-17,yangdx,Merge branch 'main' into remove-dotenv,misc
+1642710f,2025-10-17,yangdx,Remove dotenv dependency from project,misc
+46ac5dac,2025-10-17,yangdx,Improve API description formatting and add ReDoc link,misc
+4c3ab584,2025-10-17,yangdx,Improve AsyncSelect layout and text overflow handling,misc
+6b37d3ca,2025-10-17,yangdx,Merge branch 'feat-entity-size-caps' into limit-vdb-metadata-size,misc
+9f49e56a,2025-10-17,yangdx,Merge branch 'main' into feat-entity-size-caps,misc
+c0a87ca7,2025-10-17,yangdx,Merge branch 'remove-dotenv',misc
+f45dce34,2025-10-17,yangdx,Fix cache control error of index.html,misc
+f5558240,2025-10-17,yangdx,Fix tuple delimiter corruption handling in regex patterns,misc
+012aaada,2025-10-18,yangdx,Update Swagger API key status description text,misc
+813f4af9,2025-10-18,yangdx,Fix linting,misc
+bdadaa67,2025-10-18,yangdx,Merge branch 'main' into limit-vdb-metadata-size,misc
+637b850e,2025-10-20,yangdx,Add truncation indicator and update property labels in graph view,misc
+a9fec267,2025-10-20,yangdx,Add file path limit configuration for entities and relations,misc
+e01c998e,2025-10-20,yangdx,Track placeholders in file paths for accurate source count display,misc
+1248b3ab,2025-10-21,yangdx,Increase default limits for source IDs and file paths in metadata,misc
+3ad616be,2025-10-21,yangdx,Change default source IDs limit method from KEEP to FIFO,misc
+3ed2abd8,2025-10-21,yangdx,Improve logging to show source ID ratios when skipping entities/edges,misc
+665f60b9,2025-10-21,yangdx,Refactor entity/relation merge to consolidate VDB operations within functions,misc
+80668aae,2025-10-21,yangdx,Improve file path truncation labels and UI consistency,misc
+a809245a,2025-10-21,yangdx,Preserve file path order by using lists instead of sets,misc
+aee0afdd,2025-10-21,Daniel.y,Merge pull request #2240 from danielaskdd/limit-vdb-metadata-size,misc
+be3d274a,2025-10-21,yangdx,Refactor node and edge merging logic with improved code structure,misc
+cd1c48be,2025-10-21,yangdx,Standardize placeholder format to use colon separator consistently,misc
+fe890fca,2025-10-21,yangdx,Improve formatting of limit method info in rebuild functions,misc
+04d9fe02,2025-10-22,xiaojunxiang,Merge branch 'HKUDS:main' into main,misc
+06533fdb,2025-10-22,Daniel.y,Merge pull request #2248 from danielaskdd/preprocess-rayanything,misc
+20edd329,2025-10-22,Daniel.y,Merge pull request #2244 from danielaskdd/del-doc-cache,misc
+3ba1d75c,2025-10-22,Daniel.y,Merge pull request #2243 from xiaojunxiang2023/main,misc
+8dc23eef,2025-10-22,yangdx,Fix RayAnything compatible problem,misc
+904b1f46,2025-10-22,yangdx,Add entity name length truncation with configurable limit,misc
+b76350a3,2025-10-22,yangdx,Fix linting,misc
+c92ab837,2025-10-22,yangdx,Fix linting,misc
+cf2174b9,2025-10-22,Daniel.y,Merge pull request #2245 from danielaskdd/entity-name-len,misc
+d392db7b,2025-10-22,Daniel.y,Fix typo in 'equipment' in prompt.py,misc
+d7e2527e,2025-10-22,yangdx,Handle cache deletion errors gracefully instead of raising exceptions,misc
+f24a2616,2025-10-23,Mobious,Allow users to provide keywords with QueryRequest,misc
+78ad8873,2025-10-24,yangdx,Add cancellation check in delete loop,misc
+083b163c,2025-10-25,yangdx,Improve lock logging with consistent messaging and debug levels,misc
+11f1f366,2025-10-25,Daniel.y,Merge pull request #2262 from danielaskdd/sort-edge,misc
+3ad4f12f,2025-10-25,Daniel.y,Merge pull request #2259 from danielaskdd/data-migration-problem,misc
+5ee9a2f8,2025-10-25,yangdx,Fix entity consistency in knowledge graph rebuilding and merging,misc
+97a2ee4e,2025-10-25,yangdx,Rename rebuild function name and improve relationship logging format,misc
+9ed19695,2025-10-25,yangdx,Remove separate retry button and merge functionality into scan button,misc
+a9bc3484,2025-10-25,yangdx,Remove enable_logging parameter from data init lock call,misc
+c82485d9,2025-10-25,Daniel.y,Merge pull request #2253 from Mobious/main,misc
+38559373,2025-10-26,yangdx,Fix entity merging to include target entity relationships,misc
+6015e8bc,2025-10-26,yangdx,Refactor graph utils to use unified persistence callback,misc
+69b4cda2,2025-10-26,Daniel.y,Merge pull request #2265 from danielaskdd/edit-kg-new,misc
+bf1897a6,2025-10-26,yangdx,Normalize entity order for undirected graph consistency,misc
+11a1631d,2025-10-27,yangdx,Refactor entity edit and merge functions to support merge-on-rename,misc
+25f829ef,2025-10-27,yangdx,Enable editing of entity_type field in node properties,misc
+411e92e6,2025-10-27,yangdx,Fix vector deletion logging to show actual deleted count,misc
+5155edd8,2025-10-27,yangdx,feat: Improve entity merge and edit UX,misc
+8dfd3bf4,2025-10-27,yangdx,Replace global graph DB lock with fine-grained keyed locking,misc
+97034f06,2025-10-27,yangdx,Add allow_merge parameter to entity update API endpoint,misc
+ab32456a,2025-10-27,yangdx,Refactor entity merging with unified attribute merge function,misc
+29c4a91d,2025-10-28,yangdx,Move relationship ID sorting to before vector DB operations,misc
+88d12bea,2025-10-28,yangdx,Add offline Swagger UI support with custom static file serving,misc
+af6aff33,2025-10-28,Daniel.y,Merge pull request #2266 from danielaskdd/merge-entity,misc
+b32b2e8b,2025-10-28,yangdx,Refactor merge dialog and improve search history sync,misc
+d0be68c8,2025-10-28,Daniel.y,Merge pull request #2273 from danielaskdd/static-docs,misc
+ea006bd3,2025-10-28,yangdx,Fix entity update logic to handle renaming operations,misc
+0fa2fc9c,2025-10-29,yangdx,Refactor systemd service config to use environment variables,misc
+3fa79026,2025-10-29,yangdx,Fix Entity Source IDs Tracking Problem,misc
+4a46d39c,2025-10-29,yangdx,Replace GUNICORN_CMD_ARGS with custom LIGHTRAG_GUNICORN_MODE flag,misc
+54c48dce,2025-10-29,yangdx,Fix z-index layering for GraphViewer UI panels,misc
+6489aaa7,2025-10-29,yangdx,Remove worker_exit hook and improve cleanup logging,misc
+6dc027cb,2025-10-29,yangdx,Merge branch 'fix-exit-handler',misc
+72b29659,2025-10-29,yangdx,Fix worker process cleanup to prevent shared resource conflicts,misc
+816feefd,2025-10-29,yangdx,Fix cleanup coordination between Gunicorn and UvicornWorker lifecycles,misc
+8af8bd80,2025-10-29,yangdx,docs: add frontend build steps to server installation guide,misc
+a1cf01dc,2025-10-29,Daniel.y,Merge pull request #2280 from danielaskdd/fix-exit-handler,misc
+c5ad9982,2025-10-29,Daniel.y,Merge pull request #2281 from danielaskdd/restore-query-example,misc
+d5bcd14c,2025-10-29,yangdx,Refactor service deployment to use direct process execution,misc
+783e2f3b,2025-10-30,yangdx,Update uv.lock,misc
+78ccc4f6,2025-10-30,yangdx,Refactor .gitignore,misc
+79a17c3f,2025-10-30,yangdx,Fix graph value handling for entity_id updates,misc
+8145201d,2025-10-30,Daniel.y,Merge pull request #2284 from danielaskdd/fix-static-missiing,misc
+f610fdaf,2025-10-30,yangdx,Merge branch 'main' into Anush008/main,misc
+08b0283b,2025-10-31,Daniel.y,Merge pull request #2291 from danielaskdd/reload-popular-labels,misc
+2496d871,2025-10-31,yangdx,Add data/ directory to .gitignore,misc
+3b48cf16,2025-10-31,Daniel.y,Merge pull request #2289 from danielaskdd/fix-pycrptodome-missing,misc
+4cbd8761,2025-10-31,yangdx,feat: Update node color and legent after entity_type changed,misc
+6b4514c8,2025-10-31,yangdx,Reduce logging verbosity in entity merge relation processing,misc
+71b27ec4,2025-10-31,yangdx,Optimize property edit dialog to use trimmed value consistently,misc
+7ccc1fdd,2025-10-31,yangdx,Add frontend rebuild warning indicator to version display,misc
+94cdbe77,2025-10-31,Daniel.y,Merge pull request #2290 from danielaskdd/delete-residual-edges,misc
+afb5e5c1,2025-10-31,yangdx,Fix edge cleanup when deleting entities to prevent orphaned relationships,misc
+bda52a87,2025-10-31,Daniel.y,Merge pull request #2287 from danielaskdd/fix-ui,misc
+728721b1,2025-11-01,yangdx,Remove redundant separator lines in gunicorn shutdown handler,misc
+bc8a8842,2025-11-01,Daniel.y,Merge pull request #2295 from danielaskdd/mix-query-without-kg,misc
+ec2ea4fd,2025-11-01,yangdx,Rename function and variables for clarity in context building,misc
+363f3051,2025-11-02,anouarbm,eval using open ai,misc
+6975e69e,2025-11-03,Daniel.y,Merge pull request #2298 from anouar-bm/feat/langfuse-observability,misc
+9495778c,2025-11-03,anouarbm,refactor: reorder Langfuse import logic for improved clarity,misc
+9d69e8d7,2025-11-03,anouarbm,fix(api): Change content field from string to list in query responses,misc
+c9e1c6c1,2025-11-03,anouarbm,fix(api): change content field to list in query responses,misc
+e0966b65,2025-11-03,yangdx,Add BuildKit cache mounts to optimize Docker build performance,misc
+6d61f70b,2025-11-04,yangdx,Clean up RAG evaluator logging and remove excessive separator lines,misc
+7abc6877,2025-11-04,yangdx,Add comprehensive configuration and  compatibility fixes for RAGAS,misc
+451257ae,2025-11-05,yangdx,Doc: Update news with recent features,misc
+bd62bb30,2025-11-05,Daniel.y,Merge pull request #2314 from danielaskdd/ragas,misc
+d803df94,2025-11-05,yangdx,Fix linting,misc
+eb80771f,2025-11-05,Daniel.y,Merge pull request #2311 from danielaskdd/evalueate-cli,misc
+0216325e,2025-11-06,yangdx,fix(ui): Remove dynamic import for i18n in settings store,misc
+04ed709b,2025-11-06,yangdx,Optimize entity deletion by batching edge queries to avoid N+1 problem,misc
+0c47d1a2,2025-11-06,yangdx,Fix linting,misc
+155f5975,2025-11-06,yangdx,Fix node ID normalization and improve batch operation consistency,misc
+3276b7a4,2025-11-06,yangdx,Fix linting,misc
+5f49cee2,2025-11-06,yangdx,Merge branch 'main' into VOXWAVE-FOUNDRY/main,misc
+678e17bb,2025-11-06,yangdx,"Revert ""fix(ui): Remove dynamic import for i18n in settings store""",misc
+6e36ff41,2025-11-06,yangdx,Fix linting,misc
+775933aa,2025-11-06,yangdx,Merge branch 'VOXWAVE-FOUNDRY/main',misc
+9d0012b0,2025-11-06,Daniel.y,Merge pull request #2321 from danielaskdd/fix-doc-del-slow,misc
+edf48d79,2025-11-06,Daniel.y,Merge pull request #2319 from danielaskdd/remove-deprecated-code,misc
+366a1e0f,2025-11-07,Daniel.y,Merge pull request #2322 from danielaskdd/fix-delete,misc
+c14f25b7,2025-11-07,yangdx,Add mandatory dimension parameter handling for Jina API compliance,misc
+c580874a,2025-11-07,yangdx,Remove depreced sample code,misc
+d5362573,2025-11-07,Daniel.y,Merge pull request #2327 from huangbhan/patch-1,misc
+d95efcb9,2025-11-07,yangdx,Fix linting,misc
+0f2c0de8,2025-11-08,yangdx,Fix linting,misc
+1864b282,2025-11-08,yangdx,Add colored output formatting to migration confirmation display,misc
+1334b3d8,2025-11-09,yangdx,Update uv.lock,misc
+37b71189,2025-11-09,yangdx,Fix table alignment and add validation for empty cleanup selections,misc
+8859eaad,2025-11-09,Daniel.y,Merge pull request #2334 from danielaskdd/hotfix-opena-streaming,misc
+a75efb06,2025-11-09,yangdx,Fix: prevent source data corruption by target upsert function,misc
+1ffb5338,2025-11-11,yangdx,Update env.example,misc
+ff8f1588,2025-11-11,yangdx,Update env.example,misc
+477c3f54,2025-11-12,Daniel.y,Merge pull request #2345 from danielaskdd/remove-response-type,misc
+5127bf20,2025-11-12,Louis,Lacombe Add support for environment variable fallback for API key and default host for cloud models,misc
+69ca3662,2025-11-12,Daniel.y,Merge pull request #2344 from danielaskdd/fix-josn-serialization-error,misc
+8c07c918,2025-11-12,yangdx,Remove deprecated response_type parameter from query settings,misc
+93a3e471,2025-11-12,yangdx,Remove deprecated response_type parameter from query settings,misc
+f7432a26,2025-11-12,Louis,Lacombe Add support for environment variable fallback for API key and default host for cloud models,misc
+28fba19b,2025-11-13,Daniel.y,Merge pull request #2352 from danielaskdd/docling-gunicorn-multi-worker,misc
+297e4607,2025-11-13,yangdx,Merge branch 'main' into tongda/main,misc
+2f2f35b8,2025-11-13,yangdx,Add macOS compatibility check for DOCLING with multi-worker Gunicorn,misc
+343d3072,2025-11-13,yangdx,Update env.example,misc
+470e2fd1,2025-11-13,Daniel.y,Merge pull request #2350 from danielaskdd/reduce-dynamic-import,misc
+4b31942e,2025-11-13,yangdx,"refactor: move document deps to api group, remove dynamic imports",misc
+63510478,2025-11-13,yangdx,Improve error handling and logging in cloud model detection,misc
+67dfd856,2025-11-13,LacombeLouis,Add a better regex,misc
+69a0b74c,2025-11-13,yangdx,"refactor: move document deps to api group, remove dynamic imports",misc
+72f68c2a,2025-11-13,yangdx,Update env.example,misc
+746c069a,2025-11-13,yangdx,Implement lazy configuration initialization for API server,misc
+76adde38,2025-11-13,Daniel.y,Merge pull request #2351 from danielaskdd/lazy-config-loading,misc
+77ad906d,2025-11-13,yangdx,Improve error handling and logging in cloud model detection,misc
+7b7f93d7,2025-11-13,yangdx,Implement lazy configuration initialization for API server,misc
+844537e3,2025-11-13,LacombeLouis,Add a better regex,misc
+87659744,2025-11-13,yangdx,Merge branch 'tongda/main',misc
+89e63aa4,2025-11-13,Sleeep,Update edge keywords extraction in graph visualization,misc
+8abc2ac1,2025-11-13,Sleeep,Update edge keywords extraction in graph visualization,misc
+c164c8f6,2025-11-13,yangdx,Merge branch 'main' of github.com:HKUDS/LightRAG,misc
+cc031a3d,2025-11-13,yangdx,Add macOS compatibility check for DOCLING with multi-worker Gunicorn,misc
+e6588f91,2025-11-13,yangdx,Update uv.lock,misc
+fa9206d6,2025-11-13,yangdx,Update uv.lock,misc
+1ccef2b9,2025-11-14,yangdx,Fix null reference errors in graph database error handling,misc
+399a23c3,2025-11-14,Daniel.y,Merge pull request #2356 from danielaskdd/improve-error-handling,misc
+423e4e92,2025-11-14,yangdx,Fix null reference errors in graph database error handling,misc
+b88d7854,2025-11-14,Sleeep,Merge branch 'HKUDS:main' into main,misc
+c6850ac5,2025-11-14,Daniel.y,Merge pull request #2358 from sleeepyin/main,misc
+4343db75,2025-11-15,yangdx,Add macOS fork safety check for Gunicorn multi-worker mode,misc
+87221035,2025-11-15,yangdx,Update env.example,misc
+9a2ddcee,2025-11-15,Daniel.y,Merge pull request #2360 from danielaskdd/macos-gunicorn-numpy,misc
+acae404f,2025-11-15,yangdx,Update env.example,misc
+ec05d89c,2025-11-15,yangdx,Add macOS fork safety check for Gunicorn multi-worker mode,misc
+01814bfc,2025-11-17,yangdx,Fix missing function call parentheses in get_all_update_flags_status,misc
+1874cfaf,2025-11-17,yangdx,Fix linting,misc
+90f52acf,2025-11-17,yangdx,Fix linting,misc
+98e964df,2025-11-17,yangdx,Fix initialization instructions in check_lightrag_setup function,misc
+c1ec657c,2025-11-17,yangdx,Fix linting,misc
+702cfd29,2025-11-18,yangdx,Fix document deletion concurrency control and validation logic,misc
+9c10c875,2025-11-18,yangdx,Fix linting,misc
+fc9f7c70,2025-11-18,yangdx,Fix linting,misc
+b7de694f,2025-11-19,yangdx,Add comprehensive error logging across API routes,misc
+efbbaaf7,2025-11-19,Daniel.y,Merge pull request #2383 from danielaskdd/doc-table,misc
+1d2f534f,2025-11-20,yangdx,Fix linting,misc
+30e86fa3,2025-11-20,Amritpal,Singh use deployment variable which extracted value from .env file or have default value,misc
+72ece734,2025-11-20,yangdx,Remove obsolete config file and paging design doc,misc
+cc78e2df,2025-11-20,Daniel.y,Merge pull request #2395 from Amrit75/issue-2394,misc
+ecea9399,2025-11-20,yangdx,Fix lingting,misc
+66d6c7dd,2025-11-21,yangdx,Refactor main function to provide sync CLI entry point,misc
+b46c1523,2025-11-21,yangdx,Fix linting,misc
+c9e1c86e,2025-11-21,yangdx,Refactor keyword extraction handling to centralize response format logic,misc
+1b0413ee,2025-11-22,palanisd,Create copilot-setup-steps.yml,misc
+fa6797f2,2025-11-22,yangdx,Update env.example,misc
+16eb0d5b,2025-11-23,chaohuang-ai,Merge pull request #2409 from HKUDS/chaohuang-ai-patch-3,misc
+6d3bfe46,2025-11-23,chaohuang-ai,Merge pull request #2408 from HKUDS/chaohuang-ai-patch-2,misc
+c233da63,2025-11-23,palanisd,Update copilot-setup-steps.yml,misc
+5b81ef00,2025-11-24,Daniel.y,Merge pull request #2410 from netbrah/create-copilot-setup-steps,misc
+777c9179,2025-11-25,yangdx,Add Langfuse observability configuration to env.example,misc
+8994c70f,2025-11-25,EightyOliveira,fix:exception handling order error,misc
+d2cd1c07,2025-11-25,Daniel.y,Merge pull request #2421 from EightyOliveira/fix_catch_order,misc
+4f12fe12,2025-11-27,yangdx,Change entity extraction logging from warning to info level,misc
+8eb63d9b,2025-11-28,Daniel.y,Merge pull request #2434 from cclauss/patch-1,misc
+90f341d6,2025-11-28,Christian,Clauss Fix typos discovered by codespell,misc
+d2ab7fb2,2025-11-28,Christian,Clauss Add Python 3.13 and 3.14 to the testing,misc
+0aa77fdb,2025-11-30,chaohuang-ai,Merge pull request #2439 from HKUDS/chaohuang-ai-patch-1,misc
+607c11c0,2025-12-01,Daniel.y,Merge pull request #2443 from danielaskdd/fix-ktax,misc
+27805b9a,2025-12-02,Daniel.y,Merge pull request #2436 from cclauss/patch-2,misc
+2ecf77ef,2025-12-02,yangdx,Update help text to use correct gunicorn command with workers flag,misc
+4c775ec5,2025-12-02,Daniel.y,Merge pull request #2469 from danielaskdd/fix-track-id,misc
+6fee81f5,2025-12-02,Daniel.y,Merge pull request #2435 from cclauss/patch-1,misc
+ed22e094,2025-12-02,yangdx,Merge branch 'main' into fix-track-id,misc
+4fcae985,2025-10-12,Kevin,Update README.md,docs
+a93c1661,2025-10-13,yangdx,Fix list formatting in README installation steps,docs
+efd50064,2025-10-16,yangdx,docs: improve Docker build documentation with clearer notes,docs
+c18762e3,2025-10-17,yangdx,Simplify Docker deployment documentation and improve clarity,docs
+88a45523,2025-10-21,yangdx,Increase default max file paths from 30 to 100 and improve documentation,docs
+14a015d4,2025-10-29,yangdx,Restore query generation example and fix README path reference,docs
+1ad0bf82,2025-11-01,anouarbm,feat: add RAGAS evaluation framework for RAG quality assessment,docs
+026bca00,2025-11-02,anouarbm,fix: Use actual retrieved contexts for RAGAS evaluation,docs
+0b5e3f9d,2025-11-02,anouarbm,Use logger in RAG evaluation and optimize reference content joins,docs
+77db0803,2025-11-02,anouarbm,Merge remote-tracking branch 'lightrag-fork/feat/ragas-evaluation' into feat/ragas-evaluation,docs
+36694eb9,2025-11-03,anouarbm,fix(evaluation): Move import-time validation to runtime and improve documentation,docs
+5da709b4,2025-11-03,ben,moussa anouar Merge branch 'main' into feat/ragas-evaluation,docs
+ad2d3c2c,2025-11-03,anouarbm,Merge remote-tracking branch 'origin/main' into feat/ragas-evaluation,docs
+debfa0ec,2025-11-03,anouarbm,Merge branch 'feat/ragas-evaluation' of https://github.com/anouar-bm/LightRAG into feat/ragas-evaluation,docs
+41c26a36,2025-11-04,yangdx,feat: add command-line args to RAG evaluation script,docs
+4e4b8d7e,2025-11-04,yangdx,Update RAG evaluation metrics to use class instances instead of objects,docs
+a618f837,2025-11-04,yangdx,Merge branch 'new/ragas-evaluation',docs
+c358f405,2025-11-04,yangdx,Update evaluation defaults and expand sample dataset,docs
+d4b8a229,2025-11-04,yangdx,Update RAGAS evaluation to use gpt-4o-mini and improve compatibility,docs
+06b91d00,2025-11-05,yangdx,Improve RAG evaluation progress eval index display with zero padding,docs
+2823f92f,2025-11-05,yangdx,Fix tqdm progress bar conflicts in concurrent RAG evaluation,docs
+a73314a4,2025-11-05,yangdx,Refactor evaluation results display and logging format,docs
+d36be1f4,2025-11-05,yangdx,Improve RAGAS evaluation progress tracking and clean up output handling,docs
+f490622b,2025-11-05,yangdx,Doc: Refactor evaluation README to improve clarity and structure,docs
+831e658e,2025-11-06,yangdx,Update readme,docs
+c12bc372,2025-11-09,yangdx,Update README,docs
+3c85e488,2025-11-20,yangdx,Update README,docs
+37178462,2025-11-23,chaohuang-ai,Update README.md,docs
+babbcb56,2025-11-23,chaohuang-ai,Update README.md,docs
+5c964267,2025-11-30,chaohuang-ai,Update README.md,docs
diff --git a/lightrag/__init__.py b/lightrag/__init__.py
index 96b06185..73299170 100644
--- a/lightrag/__init__.py
+++ b/lightrag/__init__.py
@@ -1,5 +1,5 @@
 from .lightrag import LightRAG as LightRAG, QueryParam as QueryParam
 
-__version__ = "1.4.9.1"
+__version__ = "1.5.0"
 __author__ = "Zirui Guo"
 __url__ = "https://github.com/HKUDS/LightRAG"
diff --git a/lightrag/api/__init__.py b/lightrag/api/__init__.py
index 1740b4a3..6e7e6b0c 100644
--- a/lightrag/api/__init__.py
+++ b/lightrag/api/__init__.py
@@ -1 +1 @@
-__api_version__ = "0235"
+__api_version__ = "0236"