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aecf00f040
Update RAG and Agent clients for streaming message handling GraphRAG now sends multiple message types in a stream: - 'explain' messages with explain_id and explain_graph for provenance - 'chunk' messages with response text fragments - end_of_session marker for stream completion Updated all clients to handle this properly: CLI clients (trustgraph-base/trustgraph/clients/): - graph_rag_client.py: Added chunk_callback and explain_callback - document_rag_client.py: Added chunk_callback and explain_callback - agent_client.py: Added think, observe, answer_callback, error_callback Internal clients (trustgraph-base/trustgraph/base/): - graph_rag_client.py: Async callbacks for streaming - agent_client.py: Async callbacks for streaming All clients now: - Route messages by chunk_type/message_type - Stream via optional callbacks for incremental delivery - Wait for proper completion signals (end_of_dialog/end_of_session/end_of_stream) - Accumulate and return complete response for callers not using callbacks Updated callers: - extract/kg/agent/extract.py: Uses new invoke(question=...) API - tests/integration/test_agent_kg_extraction_integration.py: Updated mocks This fixes the agent infinite loop issue where knowledge_query was returning the first 'explain' message (empty response) instead of waiting for the actual answer chunks. Concurrency in triples query |
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| README.md | ||