[Local LLM] 장기 기억 챗봇 - MongoDB DailyLog + RAG + FAISS + MCP + LM Studio (260819)

WonTerry·2026년 8월 19일

LLM

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                     ┌──────────────┐
                     │   User       │
                     └──────┬───────┘
                            ↓
                 ┌────────────────────┐
                 │   Local Agent      │
                 │    LM Studio       │
                 └─────────┬──────────┘
                           │
         ┌─────────────────┼─────────────────┐
         ↓                 ↓                 ↓
   Recent Memory      FAISS Memory       Tools
         │                 │                 │
         │                 │                 ├─ MongoDB
         │                 │                 ├─ Web Search
         │                 │                 ├─ File Search
         │                 │                 ├─ Python
         │                 │                 └─ Time
         │                 │
         │          ┌──────┴──────┐
         │          │             │
         │       Summary       Project
         │       Memory        Memory
         │          │             │
         │          └──────┬──────┘
         │                 ↓
         │              FAISS
         │
         └────────────┬────────────
                      ↓
                 Context Builder
                      ↓
                   Local LLM
                      ↓
                   Response
                      ↓
                Memory Manager
                

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Hello, I'm Terry! 👋 Enjoy every moment of your life! 🌱 My current interests are Signal processing, Machine learning, Python, Database, LLM & RAG, MCP & ADK, Multi-Agents, Physical AI, ROS2...

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