AI Chat Assistant

A sophisticated chatbot application that goes beyond simple query-response interactions. It maintains conversation context and remembers user preferences across sessions.

System Architecture

- API Layer: FastAPI for high-performance async endpoints.

• LLM Integration: OpenAI GPT-4 API for intelligence.
• Memory Store: Redis for low-latency retrieval of conversation history.
• Vector Database: FAISS for semantic search and reliable knowledge retrieval (RAG).

  Use Cases

  - Customer support automation.

• Personal knowledge base querying.
• Interactive code debugging assistant.