ccc2a20071
- Remove MAX_TOKEN_SUMMARY parameter and related configurations - Eliminate forced token-based truncation in entity/relationship descriptions - Switch to fragment-count based summarization logic using FORCE_LLM_SUMMARY_ON_MERGE - Update FORCE_LLM_SUMMARY_ON_MERGE default from 6 to 4 for better summarization - Clean up documentation, environment examples, and API display code - Preserve backward compatibility by graceful parameter removal This change resolves issues where LLMs were forcibly truncating entity relationship descriptions mid-sentence, leading to incomplete and potentially inaccurate knowledge graph content. The new approach allows LLMs to generate complete descriptions while still providing summarization when multiple fragments need to be merged. Breaking Change: None - parameter removal is backward compatible Fixes: Entity relationship description truncation issues |
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| .. | ||
| api | ||
| kg | ||
| llm | ||
| tools | ||
| __init__.py | ||
| base.py | ||
| constants.py | ||
| exceptions.py | ||
| lightrag.py | ||
| llm.py | ||
| namespace.py | ||
| operate.py | ||
| prompt.py | ||
| rerank.py | ||
| types.py | ||
| utils.py | ||
| utils_graph.py | ||