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Document Pipeline (Team A): - LibrarianService: document storage with filesystem backend, metadata persistence, child document hierarchy, collection management - ChunkingService: recursive character text splitter with configurable chunk size/overlap, FlowProcessor pattern - KnowledgeExtractService: combined relationship + definition extraction using prompt service and LLM, emits RDF triples and entity contexts - KnowledgeCoreService: knowledge core CRUD with streaming export and flow-based loading ReAct Agent (Team B): - StreamingReActParser: state machine for parsing LLM output into Thought/Action/ActionInput/FinalAnswer sections - Three MVP tools: KnowledgeQuery (GraphRAG), DocumentQuery (DocRAG), TriplesQuery with RequestResponse clients - AgentService FlowProcessor with ReAct loop, tool execution, and streaming chunk responses (thought/observation/answer) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> |
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