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5574 commits 5 branches 72 tags 705 MiB
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360 commits

Author SHA1 Message Date
yangdx
a624a9508a Add Gemini to APIs requiring embedding dimension parameter 2025-11-08 03:54:50 +08:00
yangdx
de4ed73652 Add Gemini embedding support 
- Implement gemini_embed function
- Add gemini to embedding binding choices
- Add L2 normalization for dims < 3072
 2025-11-08 03:34:30 +08:00
yangdx
0b2a15c452 Centralize embedding_send_dim config through args instead of env var 2025-11-08 01:52:23 +08:00
yangdx
03cc6262c4 Prohibit direct access to internal functions of EmbeddingFunc. 
• Fix similarity search error in query stage
• Remove redundant null checks
• Improve log readability
 2025-11-08 01:43:36 +08:00
yangdx
d95efcb9ad Fix linting 2025-11-07 21:27:54 +08:00
yangdx
ce28f30ca6 Add embedding_dim parameter support to embedding functions 
• Pass embedding_dim to jina_embed call
• Pass embedding_dim to openai_embed call
 2025-11-07 21:23:59 +08:00
yangdx
c14f25b7f8 Add mandatory dimension parameter handling for Jina API compliance 2025-11-07 21:08:34 +08:00
yangdx
d8a6355e41 Merge branch 'main' into apply-dim-to-embedding-call 2025-11-07 20:48:22 +08:00
yangdx
33a1482f7f Add optional embedding dimension parameter control via env var 
* Add EMBEDDING_SEND_DIM environment variable
* Update Jina/OpenAI embed functions
* Add send_dimensions to EmbeddingFunc
* Auto-inject embedding_dim when enabled
* Add parameter validation warnings
 2025-11-07 20:46:40 +08:00
yangdx
fc40a36968 Add timeout support to Gemini LLM and improve parameter handling 
• Add timeout parameter to Gemini client
• Convert timeout seconds to milliseconds
• Update function signatures consistently
• Add Gemini thinking config example
• Clean up parameter documentation
 2025-11-07 15:50:14 +08:00
yangdx
6e36ff41e1 Fix linting 2025-11-06 16:01:24 +08:00
yangdx
5f49cee20f Merge branch 'main' into VOXWAVE-FOUNDRY/main 2025-11-06 15:37:35 +08:00
yangdx
7ccc1fdd27 Add frontend rebuild warning indicator to version display 
- Return bool from check_frontend_build()
- Add ⚠️ symbol to outdated versions
- Show tooltip with rebuild message
- Add translations for warning text
- Fix tailwind config filename typo
 2025-10-31 06:09:46 +08:00
yangdx
d5bcd14c6f Refactor service deployment to use direct process execution 
- Remove bash wrapper script
- Update systemd service configuration
- Improve process management for gunicorn
- Simplify shared storage cleanup logic
- Update documentation for deployment
 2025-10-29 18:55:47 +08:00
yangdx
6489aaa7f0 Remove worker_exit hook and improve cleanup logging 
• Remove unreliable worker_exit function
• Add debug logs for cleanup modes
• Move DEBUG_LOCKS to top of file
 2025-10-29 15:15:13 +08:00
yangdx
4a46d39c93 Replace GUNICORN_CMD_ARGS with custom LIGHTRAG_GUNICORN_MODE flag 
• Use custom env var for mode detection
• Improve Gunicorn mode reliability
 2025-10-29 14:06:03 +08:00
yangdx
816feefd84 Fix cleanup coordination between Gunicorn and UvicornWorker lifecycles 
• Document UvicornWorker hook limitations
• Add GUNICORN_CMD_ARGS cleanup guard
• Prevent double cleanup in workers
 2025-10-29 13:53:46 +08:00
yangdx
72b29659c9 Fix worker process cleanup to prevent shared resource conflicts 
• Add worker_exit hook in gunicorn config
• Add shutdown_manager parameter in finalize_share_data of share_storage
• Prevent Manager shutdown in workers
• Remove custom signal handlers
 2025-10-29 13:33:21 +08:00
yangdx
88d12beae2 Add offline Swagger UI support with custom static file serving 
- Disable default docs URL
- Add custom /docs endpoint
- Mount static Swagger UI files
- Include OAuth2 redirect handler
- Support offline documentation access
 2025-10-28 02:23:08 +08:00
Humphry
0b3d31507e extended to use gemini, sswitched to use gemini-flash-latest 2025-10-20 13:17:16 +03:00
yangdx
012aaada22 Update Swagger API key status description text 2025-10-18 09:40:44 +08:00
yangdx
46ac5dac53 Improve API description formatting and add ReDoc link 2025-10-17 16:24:01 +08:00
yangdx
f45dce347a Fix cache control error of index.html 
• Retrun no-cache for all HTML responses not just .html files
• Prevent force browser refresh action after front-end rebuild
 2025-10-17 12:43:04 +08:00
yangdx
64900b5457 Add frontend source code update warning 
- Add frontend freshness check logic
- Warn when rebuild needed
- Remove --production from install docs
 2025-10-14 10:59:21 +08:00
yangdx
a8bbce3ae7 Use frozen lockfile for consistent frontend builds 2025-10-14 03:34:55 +08:00
yangdx
ee45ab5104 Move frontend build check from setup.py to runtime server startup 
• Remove complex setup.py build checks
• Add runtime frontend validation
• Update install docs with uv/bun steps
• Simplify setup.py to minimal form
• Check webui before server starts
 2025-10-14 02:21:26 +08:00
yangdx
5eb4a4b799 feat: simplify citations, add reference merging, and restructure API response format 2025-09-24 14:30:10 +08:00
yangdx
6b953fa53d Remove auto-scan-at-startup feature and related documentation 
• Remove --auto-scan-at-startup arg
• Delete auto scan docs sections
• Remove startup scanning logic
 2025-09-23 16:24:53 +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
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
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
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
1be9a54c8d Rename ENABLE_RERANK to RERANK_BY_DEFAULT and update default to true 2025-08-23 09:46:51 +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
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
1ed77a2e53 Remove openai-ollama binding from LightRAG level args 2025-08-17 02:13:50 +08:00
SJ
f7ca9ae16a Ruff formatted 2025-08-15 22:21:34 +00:00
SJ
99643f01de
Enhancement: support aws bedrock as an LLm binding #1733 2025-08-13 02:08:13 -05:00
yangdx
adf7ec8e35 feat: Add OpenAI LLM Options support with BindingOptions framework 
- Add OpenAILLMOptions dataclass with full OpenAI API parameter support
- Integrate OpenAI options in config.py for automatic binding detection
- Update server functions to inject OpenAI options for openai/azure_openai bindings
 2025-08-05 03:47:26 +08:00
yangdx
63496698a1 Fix: ensure data migration is handled by single-process 
- Wrap migration logic with get_data_init_lock() to ensure single-process execution
- Prevent race conditions when multiple processes start simultaneously
 2025-08-04 01:47:20 +08:00