yangdx
99e28e815b
fix: prevent document processing failures from UTF-8 surrogate characters
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- Change sanitize_text_for_encoding to fail-fast instead of returning error placeholders
- Add strict UTF-8 cleaning pipeline to entity/relationship extraction
- Skip problematic entities/relationships instead of corrupting data
Fixes document processing crashes when encountering surrogate characters (U+D800-U+DFFF)
2025-08-27 23:52:39 +08:00
yangdx
6a2a592224
Fix linting
2025-08-27 12:51:50 +08:00
yangdx
8a0d06e557
Restore default entity types
2025-08-27 12:51:18 +08:00
yangdx
28e07c89f9
Fix linting
2025-08-27 12:35:51 +08:00
yangdx
2ccc39de9a
Fix language fallback in summarize error
2025-08-27 12:34:27 +08:00
yangdx
0be4f0144b
Merge branch 'entityTypesServerSupport'
2025-08-27 12:23:58 +08:00
yangdx
ff0a18e08c
Unify SUMMARY_LANGUANGE and ENTITY_TYPES implementation method
2025-08-27 12:23:22 +08:00
LinkinPony
45da0385eb
Merge branch 'HKUDS:main' into main
2025-08-27 09:22:39 +08:00
Thibo Rosemplatt
c3aabfc251
Merge branch 'main' into entityTypesServerSupport
2025-08-26 21:48:20 +02:00
yangdx
c259b8f22c
Update webui assets and bump aip verion to 0208
2025-08-26 23:05:00 +08:00
yangdx
d3623cc9ae
fix: resolve infinite loop risk in _handle_entity_relation_summary
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- Ensure oversized descriptions are force-merged with subsequent ones
- Add len(current_list) <= 2 termination condition to guarantee convergence
- Implement token-based truncation in _summarize_descriptions to prevent overflow
2025-08-26 21:58:31 +08:00
yangdx
e0a755e42c
Refactor prompt instructions to emphasize depth and completeness
2025-08-26 18:28:57 +08:00
yangdx
79e0226b2b
Refactor: move force_llm_summary_on_merge to global_config access
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- Remove parameter from function signature
- Access from global_config instead
- Improve code consistency
2025-08-26 18:02:39 +08:00
yangdx
01a2c79f29
Standardize prompt formatting and section headers across templates
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- Remove hash delimiters
- Consistent section headers
- Add "Output:" labels
- Clean up example formatting
2025-08-26 14:42:52 +08:00
yangdx
6bcfe696ee
feat: add output length recommendation and description type to LLM summary
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- Add SUMMARY_LENGTH_RECOMMENDED parameter (600 tokens)
- Optimize prompt temple for LLM summary
2025-08-26 14:41:12 +08:00
LinkinPony
ff4c747a2a
fix mismatch of 'error' and 'error_msg' in MongoDB
2025-08-26 10:43:56 +08:00
yangdx
025f70089a
Simplify status messages in knowledge rebuild operations
2025-08-26 04:26:15 +08:00
yangdx
84416d104d
Increase default LLM summary merge threshold from 4 to 8 for reducing summary trigger frequency
2025-08-26 03:57:35 +08:00
yangdx
9eb2be79b8
feat: track actual LLM usage in entity/relation merging
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- Modified _handle_entity_relation_summary to return tuple[str, bool]
- Updated merge functions to log "LLMmerg" vs "Merging" based on actual LLM usage
- Replaced hardcoded fragment count prediction with real-time LLM usage tracking
2025-08-26 03:56:18 +08:00
yangdx
cb0fe38b9a
Fix linting
2025-08-26 02:22:34 +08:00
yangdx
de2daf6565
refac: Rename summary_max_tokens to summary_context_size, comprehensive parameter validation for summary configuration
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- Update algorithm logic in operate.py for better token management
- Fix health endpoint to use correct parameter names
2025-08-26 01:35:50 +08:00
yangdx
91767ffcee
Improve warning message formatting in entity/relationship rebuild
2025-08-25 21:55:29 +08:00
yangdx
15cdd0dd8f
fix: Sort cached extraction results by the create_time within each chunk
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This ensures the KG rebuilds maintain the original creation order of the first extraction result for each chunk.
2025-08-25 21:41:33 +08:00
yangdx
882d6857d8
feat: Implement map-reduce summarization to handle large humber of description merging
2025-08-25 21:03:16 +08:00
yangdx
0b1b264a5d
refactor: optimize graph lock scope in document deletion
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- Move dependency analysis outside graph database lock
- Add persistence call before lock release to prevent dirty reads
2025-08-25 17:46:32 +08:00
yangdx
cac8e189e7
Remove redundant entity vector deletion before upsert
2025-08-25 17:18:51 +08:00
yangdx
9b6de7512d
Optimize the stability of description merging order
2025-08-25 17:10:51 +08:00
yangdx
31f4f96944
Exclude conversation history from context length calculation
2025-08-25 12:43:34 +08:00
yangdx
f688e95f56
Add warning for vector chunks missing chunk_id
2025-08-25 12:42:25 +08:00
yangdx
b6aedba7ae
Add logging for empty naive query results in vector context
2025-08-25 12:21:31 +08:00
yangdx
f1ff5cf93f
fix: initialize truncated_chunks variable in _build_query_context
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Prevents local variable 'truncated_chunks'referenced before assignment
2025-08-25 11:56:56 +08:00
Thibo Rosemplatt
f5938f76bc
Azure OpenAI requires import of OpenAILLMOptions (missing)
2025-08-24 00:28:49 +02:00
Thibo Rosemplatt
d054ec5d00
Added entity_types as a user defined variable (via .env)
2025-08-23 20:16:11 +02:00
yangdx
49ea9a79a7
Update rerank doc in README
2025-08-23 23:06:10 +08:00
yangdx
3d5e6226a9
Refactored rerank_example file to utilize the updated rerank function.
2025-08-23 22:51:41 +08:00
yangdx
9bc349ddd6
Improve Empty Keyword Handling logic
2025-08-23 11:50:58 +08:00
yangdx
1be9a54c8d
Rename ENABLE_RERANK to RERANK_BY_DEFAULT and update default to true
2025-08-23 09:46:51 +08:00
yangdx
d29272e6a5
Merge branch 'add-diagnostic-tool'
2025-08-23 02:39:28 +08:00
yangdx
8a293a2c07
Fix linting
2025-08-23 02:39:12 +08:00
yangdx
4595e4b82e
Merge branch 'improve-initialization-error-messages'
2025-08-23 02:34:59 +08:00
yangdx
059003c906
Rename allow_create to first_initialization for clarity
2025-08-23 02:34:39 +08:00
yangdx
7f404bbecb
Update webui assets and bump api version to 0207
2025-08-23 02:05:09 +08:00
yangdx
47485b130d
refac(ui): Show rerank binding info on status card
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- Remove separate ENABLE_RERANK flag in favor of rerank_binding="null"
- Change default rerank binding from "cohere" to "null" (disabled)
- Update UI to display both rerank binding and model information
2025-08-23 02:04:14 +08:00
yangdx
bf43e1b8c1
fix: Resolve default rerank config problem when env var missing
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- Read config from selected_rerank_func when env var missing
- Make api_key optional for rerank function
- Add response format validation with proper error handling
- Update Cohere rerank default to official API endpoint
2025-08-23 01:07:59 +08:00
yangdx
580cb7906c
feat: Add multiple rerank provider support to LightRAG Server by adding new env vars and cli params
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- Add --enable-rerank CLI argument and ENABLE_RERANK env var
- Simplify rerank configuration logic to only check enable flag and binding
- Update health endpoint to show enable_rerank and rerank_configured status
- Improve logging messages for rerank enable/disable states
- Maintain backward compatibility with default value True
2025-08-22 19:29:45 +08:00
Albert Gil López
3fca3be09b
fix: Fix server startup issue with PipelineNotInitializedError
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- Add allow_create parameter to get_namespace_data() to permit internal initialization
- initialize_pipeline_status() now uses allow_create=True to create the namespace
- External calls still get the error if pipeline_status is not initialized
- This maintains the improved error messages while allowing proper server startup
Fixes server startup failure reported in PR #1978
2025-08-22 10:55:56 +00:00
Albert Gil López
c66fc3483a
fix: Implement PipelineNotInitializedError usage in get_namespace_data
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- Add PipelineNotInitializedError import to shared_storage.py
- Raise PipelineNotInitializedError when accessing uninitialized pipeline_status namespace
- This provides clear error messages to users about initialization requirements
- Other namespaces continue to be created dynamically as before
Addresses review feedback from PR #1978 about unused exception class
2025-08-22 02:52:51 +00:00
Albert Gil López
3a64b267cb
Merge upstream/main and resolve conflicts
2025-08-21 16:56:11 +00:00
Albert Gil López
ba7b3cedb5
Merge remote-tracking branch 'upstream/main' into add-diagnostic-tool
2025-08-21 16:52:09 +00:00
yangdx
16a1ef1178
Update summary_max_tokens default from 10k to 30k tokens
2025-08-21 23:16:07 +08:00