React 18 + TypeScript

Vite, Ant Design

Web App, Telegram, Facebook Messenger

Real-time token streaming (SSE)

Main API (main.py)

RAG Pipeline (rag_backend.py)

Conversation Memory (conversation_chain.py)

Hybrid Retriever (hybrid_retriever.py)

AI/ML Pipeline (Safety, Intent, Emotion, Persona, Depth, Exercises, Therapist)

LLM Studio (Llama 3.2 3B Instruct)

SQLite Database

ChromaDB Vector Store

Static Data Files (intents, exercises, therapists, research)

Telegram Bot Webhook

Facebook Messenger Webhook

Server-Sent Events (SSE)

Real-time token streaming

Faster perceived response