gmakstutis/LightRAG
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4846 commits 5 branches 72 tags 705 MiB
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1076 commits

Author SHA1 Message Date
yangdx
e4dd83ee3d Change tooltips font to a smaller one 2025-09-05 22:14:28 +08:00
yangdx
c77e045fb3 Update webui assets and bump api version to 0215 2025-09-05 22:05:52 +08:00
yangdx
a1df76a4ea Optimize LLM/embedding config caching to reduce repeated parsing overhead 
• Add LLMConfigCache class for smart caching
• Pre-process OpenAI/Ollama configurations
• Create optimized function factories
• Reduce redundant option parsing calls
 2025-09-05 16:36:08 +08:00
yangdx
17d665c9f3 Limit history messages to latest 1000 entries with truncation indicator 
• Limit history to 1000 latest messages
• Add truncation message when needed
• Show count of truncated messages
• Update API documentation
• Prevent memory issues with large logs
 2025-09-05 12:31:36 +08:00
yangdx
c903b14849 Bump AIP version to 0214 and update env.example 2025-09-04 12:04:50 +08:00
yangdx
0b07c022d6 Update webui assets and bump api version to 0213 2025-09-03 12:51:08 +08:00
yangdx
476b64c9d4 Update webui assets 2025-09-02 03:03:19 +08:00
yangdx
4e37ff5f2f Bump API verstion to 0212 2025-09-02 03:02:39 +08:00
yangdx
30be70991d Bump API version to 0211 2025-09-01 01:23:22 +08:00
yangdx
c8c59c38b0 Fix entity types configuration to support JSON list parsing 
- Add JSON parsing for list env vars
- Update entity types example format
- Add list type support to get_env_value
 2025-09-01 00:14:57 +08:00
yangdx
69890ff2e1 Bump core version to 1.4.8 and api version to 0210 2025-08-31 03:01:33 +08:00
yangdx
8bab240dbc Update webui assets 2025-08-31 03:00:16 +08:00
yangdx
25b5d176cd Fix label selection with leading/trailing whitespace 
• Fix AsyncSelect value trimming issue
• Preserve whitespace in label display
• Use safe keys for command items
• Add GraphControl dependency fix
• Add debug logging for graph labels
 2025-08-31 02:54:39 +08:00
yangdx
ae09b5c656 refactor: eliminate conditional imports and simplify LightRAG initialization 
- Remove conditional import block, replace with lazy loading factory functions
- Add create_llm_model_func() and create_llm_model_kwargs() for clean configuration
- Update wrapper functions with lazy imports for better performance
- Unify LightRAG initialization, eliminating duplicate conditional branches
- Reduce code complexity by 33% while maintaining full backward compatibility
 2025-08-31 00:18:29 +08:00
yangdx
332202c111 Fix lambda closure bug in embedding function configuration 
• Replace lambda with proper async function
• Capture config values at creation time
• Avoid closure variable reference issues
• Add factory function for embeddings
• Remove test file for closure bug
 2025-08-30 23:43:34 +08:00
avchauzov
414d47d12a fix(server): Resolve lambda closure bug in embedding_func 
Fixes #2023. Resolves an issue where the embedding function would incorrectly fall back to the OpenAI provider if the server's configuration arguments were mutated after initialization. This was caused by a lambda function capturing a reference to the mutable 'args' object instead of capturing the configuration values at creation time.
 2025-08-30 14:43:33 +02:00
yangdx
43f32e8d97 Bump api version to 0209 2025-08-29 19:42:06 +08:00
yangdx
925e631a9a refac: Add robust time out handling for LLM request 2025-08-29 13:50:35 +08:00
yangdx
ff0a18e08c Unify SUMMARY_LANGUANGE and ENTITY_TYPES implementation method 2025-08-27 12:23:22 +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
6bcfe696ee feat: add output length recommendation and description type to LLM summary 
- Add SUMMARY_LENGTH_RECOMMENDED parameter (600 tokens)
- Optimize prompt temple for LLM summary
 2025-08-26 14:41:12 +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 
- 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
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
1be9a54c8d Rename ENABLE_RERANK to RERANK_BY_DEFAULT and update default to true 2025-08-23 09:46:51 +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 
- 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 
- 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 
- 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
yangdx
105fb43a54 Updat webui assets and bump api version to 0206 2025-08-21 22:56:44 +08:00
yangdx
8c6b5f4a3a Update README 2025-08-21 18:14:27 +08:00
yangdx
62cdc7d7eb Update documentation with LLM selection guidelines and API improvements 2025-08-21 13:59:14 +08:00
yangdx
0e67ead8fa Rename MAX_TOKENS to SUMMARY_MAX_TOKENS for clarity 2025-08-21 10:15:20 +08:00
yangdx
aa22772721 Refactor LLM temperature handling to be provider-specific 
• Remove global temperature parameter
• Add provider-specific temp configs
• Update env example with new settings
• Fix Bedrock temperature handling
• Clean up splash screen display
 2025-08-20 23:52:33 +08:00
yangdx
df7bcb1e3d Add LLM_TIMEOUT configuration for all LLM providers 
- Add LLM_TIMEOUT env variable
- Apply timeout to all LLM bindings
 2025-08-20 23:50:57 +08:00
yangdx
4c556d8aae Set default TIMEOUT value to 150, and gunicorn timeout to TIMEOUT+30 2025-08-20 22:04:32 +08:00
yangdx
9b7ed84e05 Improve document deletion error handling and message consistency 
- Standardize deletion log messages
- Add try-catch for file operations
- Improve enqueued file error handling
 2025-08-20 11:01:24 +08:00
yangdx
2603e99005 Enhance file deletion to remove files from both input and enqueued dirs 2025-08-19 17:13:58 +08:00
yangdx
1f86543772 Update i18n translation and webui assets 2025-08-19 16:23:05 +08:00
yangdx
0aa1bc8bf9 Update webui assets and bump api version to 0205 2025-08-19 15:11:34 +08:00
yangdx
9ed5b93467 Add [File Extraction] prefix to error messages and logs 2025-08-19 11:33:28 +08:00
yangdx
368d2b00d6 Update webui assets and bump api version to 0204 2025-08-18 19:33:46 +08:00
yangdx
377f1a022e fix: reset PROCESSING/FAILED docs to PENDING at the beginging of document processing pipeline 
- Reset documents with PROCESSING/FAILED status to PENDING when they pass consistency checks
- Update doc_status storage and clear error messages/metadata on reset
 2025-08-18 00:49:52 +08:00
yangdx
add8b07a21 Improve logging messages for document processing clarity 2025-08-18 00:22:04 +08:00
yangdx
14e083a1a6 fix: replace pyuca with pypinyin for Chinese pinyin sorting and add file_path sort 2025-08-17 15:21:24 +08:00
yangdx
61469c0a56 Add Chinese pinyin sorting support across document operations 
• Replace pyuca with centralized utils function
• Add pinyin sort keys for file paths
• Update MongoDB indexes with zh collation
• Migrate existing indexes for compatibility
• Support Chinese chars in Redis/JSON storage
• Keep PostgreSQL sorting order controled by Database Collate order
 2025-08-17 12:45:48 +08:00