RAG Personas Chat System
AI Developer2024
Dynamic Personalities · FAISS Vector DB · context Enrichment · LangChain
View Gallery
Gallery
Character Selection
Character Selection
Conversation View
Conversation View
Memory Log
Memory Log
Personality Settings
Personality Settings
Scenario Builder
Scenario Builder
Interaction History
Interaction History
System Metrics
System Metrics
A modular chat application allowing users to interact with custom AI personas enriched by document-based knowledge.
Key Achievements
- Built a dynamic context enrichment system where personas can be customized with niche data.
- Implemented high-performance vector retrieval using FAISS for document indexing.
- Developed a scalable backend with FastAPI for real-time persona interactions.
- Integrated Google Gemini API for advanced dialogue generation and personality modeling.
Tech Stack
PythonFastAPIFAISSLangChainGoogle Gemini API