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3745 commits

Author SHA1 Message Date
yangdx
940bec0b31 Support async chunking functions in LightRAG processing pipeline 
- Add Awaitable and Union type imports
- Update chunking_func type annotation
- Handle coroutine results with await
- Add return type validation
- Update docstring for async support
 2025-11-13 12:37:15 +08:00
Louis Lacombe
f7432a260e Add support for environment variable fallback for API key and default host for cloud models 2025-11-12 16:11:05 +00:00
yangdx
70cc2419f2 Fix empty dict handling after JSON sanitization 
• Replace truthy checks with `is not None`
• Handle empty dict edge case properly
• Prevent data reload failures
• Add comprehensive test coverage
• Fix JsonKVStorage and DocStatusStorage
 2025-11-12 16:40:57 +08:00
yangdx
dcf1d28681 Fix migration to reload sanitized data and prevent memory corruption 
• Reload cleaned data after sanitization
• Update shared memory with clean data
• Add specific surrogate char tests
• Test migration sanitization flow
• Prevent dirty data in memory
 2025-11-12 16:16:28 +08:00
yangdx
6de4123f74 Optimize JSON string sanitization with precompiled regex and zero-copy 
- Precompile regex pattern at module level
- Zero-copy path for clean strings
- Use C-level regex for performance
- Remove deprecated _sanitize_json_data
- Fast detection for common case
 2025-11-12 15:42:07 +08:00
yangdx
777c987371 Optimize JSON write with fast/slow path to reduce memory usage 
- Fast path for clean data (no sanitization)
- Slow path sanitizes during encoding
- Reload shared memory after sanitization
- Custom encoder avoids deep copies
- Comprehensive test coverage
 2025-11-12 13:48:56 +08:00
yangdx
8c07c91833 Remove deprecated response_type parameter from query settings 
- Bump API version to 0254
- Remove response format UI controls
- Hard-code response_type in query params
- Add migration for version 19
- Clean up settings store structure
 2025-11-12 12:19:30 +08:00
yangdx
f28a0c25b1 Improve JSON data sanitization to handle tuples and dict keys 
- Sanitize dictionary keys
- Preserve tuple types
- Handle nested structures better
 2025-11-12 00:50:18 +08:00
yangdx
6918a88f92 Add specialized JSON string sanitizer to prevent UTF-8 encoding errors 
• Remove surrogate characters (U+D800-DFFF)
• Filter Unicode non-characters
• Direct char-by-char filtering
 2025-11-12 00:38:47 +08:00
yangdx
d1f4b6e515 Add data sanitization to JSON writing to prevent UTF-8 encoding errors 
• Add _sanitize_json_data helper function
• Recursively clean strings in data
• Sanitize before JSON serialization
• Prevent encoding-related crashes
• Use existing sanitize_text_for_encoding
 2025-11-12 00:11:13 +08:00
yangdx
fdcb4d0b6d Replace PyPDF2 with pypdf for PDF processing 
- Update import from PyPDF2 to pypdf
- Change dependency to pypdf>=6.1.0
- Update all requirements files
- Remove PyPDF2 from lock file
- Use modern pypdf library
 2025-11-11 01:38:09 +08:00
Tong Da
245df75d9c easier version: detect chunking_func result is coroutine or not 2025-11-10 20:49:50 +08:00
yangdx
913fa1e415 Add concurrency warning for JsonKVStorage in cleanup tool 2025-11-09 23:04:04 +08:00
Tong Da
d137ba5843 support async chunking func to improve processing performance when a heavy chunking_func is passed in by user 2025-11-09 14:52:42 +08:00
yangdx
1f9d0735c3 Bump API version to 0253 2025-11-09 14:42:22 +08:00
yangdx
37b7118901 Fix table alignment and add validation for empty cleanup selections 2025-11-09 14:17:56 +08:00
yangdx
1485cb82e9 Add LLM query cache cleanup tool for KV storage backends 
- Interactive cleanup workflow
- Supports all KV storage types
- Batch deletion with progress
- Comprehensive error reporting
- Preserves workspace isolation
 2025-11-09 13:37:33 +08:00
yangdx
2f16065256 Refactor keyword_extraction from kwargs to explicit parameter 
• Add keyword_extraction param to functions
• Remove kwargs.pop() calls
• Update function signatures
• Improve parameter documentation
• Make parameter handling consistent
 2025-11-09 12:02:17 +08:00
yangdx
88ab73f6ae HotFix: Restore streaming response in OpenAI LLM 
The stream and timeout parameters were moved from **kwargs to explicit
parameters in a previous commit, but were not being passed to the OpenAI
API, causing streaming responses to fail and fall back to non-streaming
mode.Fixes the issue where stream=True was being silently ignored, resulting
in unexpected non-streaming behavior.
 2025-11-09 11:52:26 +08:00
yangdx
7bc6ccea19 Add uv package manager support to installation docs 2025-11-09 04:31:07 +08:00
yangdx
754d2ad297 Add documentation for LLM cache migration between storage types 2025-11-09 00:41:07 +08:00
yangdx
a75efb06dc Fix: prevent source data corruption by target upsert function 
• Prevent mutations bugs by using copy() when storing cache values
• Protect filtered cache data and ensure batch data isolation
 2025-11-09 00:02:19 +08:00
yangdx
987bc09cab Update LLM cache migration docs and improve UX prompts 2025-11-08 23:48:19 +08:00
yangdx
1a91bcdb5f Improve storage config validation and add config.ini fallback support 
• Add MongoDB env requirements
• Support config.ini fallback
• Warn on missing env vars
• Check available storage count
• Show config source info
 2025-11-08 22:48:49 +08:00
yangdx
57ee7d5ac8 Merge branch 'main' into llm-cache-migrate 2025-11-08 22:15:46 +08:00
yangdx
3d9de5ed03 feat: improve Gemini client error handling and retry logic 
• Add google-api-core dependency
• Add specific exception handling
• Create InvalidResponseError class
• Update retry decorators
• Fix empty response handling
 2025-11-08 22:10:09 +08:00
yangdx
1864b28242 Add colored output formatting to migration confirmation display 2025-11-08 21:16:41 +08:00
yangdx
e95b02fb55 Refactor storage selection UI with dynamic numbering and inline prompts 
• Remove standalone get_user_choice method
• Add dynamic sequential numbering
• Inline choice validation logic
• Remove redundant storage type prints
• Improve excluded storage handling
 2025-11-08 20:42:27 +08:00
yangdx
5be04263b2 Fix deadlock in JSON cache migration and prevent same storage selection 
- Snapshot JSON data before yielding batches
- Release lock during batch processing
- Exclude source type from target selection
- Add detailed docstring for lock behavior
- Filter available storage types properly
 2025-11-08 19:58:36 +08:00
yangdx
6b9f13c792 Enhance LLM cache migration tool with streaming and improved UX 
- Add streaming migration for memory efficiency
- Implement graceful exit with Enter/0
- Add progress indicators for counting
- Optimize batch processing by storage type
- Update docs with new progress displays
 2025-11-08 19:38:00 +08:00
yangdx
d0d31e9262 Improve LLM cache migration tool configuration and messaging 2025-11-08 18:52:33 +08:00
yangdx
6fc54d3625 Move LLM cache migration tool to lightrag.tools module 
- Relocated tool to proper package structure
- Updated import paths and documentation
- Added shared storage initialization
- Fixed module path resolution
- Updated usage instructions
 2025-11-08 18:33:13 +08:00
yangdx
cf732dbfc6 Bump core version to 1.4.9.9 and API to 0252 2025-11-08 11:27:26 +08:00
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
f83ea3394e Add section header comment for Gemini binding options 2025-11-08 02:07:31 +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
ffeeae4208 refactor: simplify jina embedding dimension handling 2025-11-07 22:09:57 +08:00
yangdx
01b07b2be5 Refactor Jina embedding dimension by changing param to optional with default 2025-11-07 22:04:34 +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
3cb4eae492 Add Chain of Thought support to Gemini LLM integration 
- Extract thoughts from response parts
- Add COT enable/disable parameter
 2025-11-07 15:22:14 +08:00
yangdx
6686edfd35 Update Gemini LLM options: add seed and thinking config, remove MIME type 2025-11-07 14:32:42 +08:00
Yasiru Rangana
d94aae9c5e Add dimensions parameter support to openai_embed() 2025-11-07 09:55:06 +11:00
yangdx
8c27555358 Fix Gemini response parsing to avoid warnings from non-text parts 2025-11-07 04:00:37 +08:00