Project: PersonaFlow - Adaptive AI Chatbot

Folder Structure

PersonaFlow/
│── backend/                # FastAPI backend service
│   ├── main.py             # API endpoints & logic
│   ├── config.py           # Configurations (API keys, settings)
│   ├── memory.py           # FAISS-based memory storage
│   ├── personas.py         # Persona definitions & prompts
│   ├── embeddings.py       # Vector embeddings handler
│   ├── requirements.txt    # Backend dependencies
│── frontend/               # Next.js frontend application
│   ├── pages/              # Next.js pages
│   ├── package.json        # Frontend dependencies
│── README.md               # Project documentation
│── .env                    # API keys & environment variables

README Template

PersonaFlow - Adaptive AI Chatbot

** An intelligent, persona-driven chatbot powered by Mistral AI ** Persona's include AI therapist, product manager, code reviewer, and research assistant.

Features

• ** Multi-Persona AI**: Switch between different AI roles dynamically.
• ** Memory & Adaptation**: AI learns from user interactions.
• ** Fast & Scalable**: Powered by FastAPI, Next.js, and FAISS memory retrieval.

Tech Stack

• ** Frontend**: Next.js (TypeScript), TailwindCSS
• ** Backend**: FastAPI (Python)
• ** LLM**: Mistral AI API
• ** Memory**: FAISS + PostgreSQL
• ** State Management**: Redis

Setup Instructions

Clone the Repository

git clone https://github.com/your-repo/personaflow.git
cd personaflow

Install Backend Dependencies

cd backend
pip install -r requirements.txt

Install Frontend Dependencies

cd frontend
npm install

Run the Backend

uvicorn main:app --reload

Run the Frontend

npm run dev

📌 API Endpoints

Method	Endpoint	Description
POST	/chat	Sends user message to AI
GET	/personas	Lists available personas
POST	/set_persona	Switches to a specific persona
GET	/history	Retrieves past interactions

---