LightRAG/lightrag
yangdx c86f863fa4 feat: optimize entity extraction for smaller LLMs
Simplify entity relationship extraction process to improve compatibility
and performance with smaller, less capable language models.

Changes:
- Remove iterative gleaning loop with LLM-based continuation decisions
- Simplify to single gleaning pass when entity_extract_max_gleaning > 0
- Streamline entity extraction prompts with clearer instructions
- Add explicit completion delimiter signals in all examples
2025-09-03 10:33:01 +08:00
..
api Update webui assets 2025-09-02 03:03:19 +08:00
kg Fix MongoDB vector query embedding format compatibility 2025-08-29 18:51:53 +08:00
llm feat: Add extra_body parameter support for OpenRouter/vLLM compatibility 2025-08-21 13:06:28 +08:00
tools Fix linting 2025-08-23 02:39:12 +08:00
__init__.py Bump core version to 1.4.8 and api version to 0210 2025-08-31 03:01:33 +08:00
base.py perf: add optional query_embedding parameter to avoid redundant embedding calls 2025-08-29 18:15:45 +08:00
constants.py Fix typo: change "Equiment" to "Equipment" in entity types 2025-09-02 03:19:31 +08:00
exceptions.py Rename allow_create to first_initialization for clarity 2025-08-23 02:34:39 +08:00
lightrag.py Add queue_name parameter to priority_limit_async_func_call for better logging 2025-08-31 23:47:22 +08:00
namespace.py Refac: Add workspace infomation to all logger output for all storage type 2025-08-12 01:19:09 +08:00
operate.py feat: optimize entity extraction for smaller LLMs 2025-09-03 10:33:01 +08:00
prompt.py feat: optimize entity extraction for smaller LLMs 2025-09-03 10:33:01 +08:00
rerank.py fix: Resolve default rerank config problem when env var missing 2025-08-23 01:07:59 +08:00
types.py
utils.py Improve text normalization and add entity type capitalization 2025-09-02 02:51:41 +08:00
utils_graph.py Fix GRAPH_FIELD_SEP import typo 2025-06-29 01:28:39 +05:00