shinalok
a05d2f474e
- td_knowledge_graph 테이블 (user_id, subject, relation, object 트리플) - GraphService: MultiDiGraph 인메모리 캐시 + MySQL 영속화 - add_relation / query_entity LangChain 도구 - call_model에 그래프 요약 자동 주입 (시스템 프롬프트) - GRAPH_ENABLED=true 환경변수로 활성화 - requirements.txt에 networkx>=3.0 추가 Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
31 lines
814 B
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31 lines
814 B
Plaintext
mlx-lm>=0.19.0
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dependency-injector>=4.41.0
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PyMySQL>=1.1.0
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pydantic-settings>=2.0.0
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# Phase 1 — LangChain BaseChatModel
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langchain-core>=0.3.0
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# Phase 2 — RAG pipeline (Qdrant, embeddings, document loading)
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langchain-community>=0.3.0
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langchain-huggingface>=0.1.0
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langchain-text-splitters>=0.3.0
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langchain-qdrant>=0.2.0
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sentence-transformers>=3.0.0
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qdrant-client>=1.9.0
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pdfplumber>=0.11.0
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# Phase 18 — Hybrid Search (BM25 sparse vectors)
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fastembed>=0.3.0
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# Phase 22 — REST API
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fastapi>=0.100.0
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uvicorn[standard]>=0.23.0
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python-multipart>=0.0.7
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# Phase 3 — Agent orchestration
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langgraph>=1.0.0
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# Phase 4 — Web UI
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gradio>=4.0.0
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# Phase 6 — 웹 검색 Tool
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duckduckgo-search>=6.0.0
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# Phase 14 — 음성 인터페이스 (STT)
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openai-whisper>=20231117
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# IDEA-8 — 지식 그래프 (GraphRAG)
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networkx>=3.0
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