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 |
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| .. | ||
| api | ||
| kg | ||
| llm | ||
| tools | ||
| __init__.py | ||
| base.py | ||
| constants.py | ||
| exceptions.py | ||
| lightrag.py | ||
| namespace.py | ||
| operate.py | ||
| prompt.py | ||
| rerank.py | ||
| types.py | ||
| utils.py | ||
| utils_graph.py | ||