CAPT: Conversational Agent for Psychedelic-assisted Therapy

An LLM-powered conversational agent designed to enhance psychedelic therapy through preparation, real-time harm reduction, and post-session integration support in a simulated environment.

Features

• Conversational AI interface for therapy support
• Integration with LangChain for advanced language model capabilities
• FAISS for efficient vector similarity search
• FastAPI backend for efficient API handling
• Evaluation framework for all components

Setup

1. Clone the repository
2. Install dependencies: pip install -r requirements.txt
3. Set up environment variables (see config.py) and run app/vectorstore/ingestion/ingest.py OR download vectorstore data from here. Ensure that the directory structure looks like:

|--app
|----vectorstore
|------store
|--------articles
|--------guidelines_mdma
|--------guidelines_LSD
|--------guidelines_general
|--------...

Usage

Running CAPT locally

Run the application with: python main.py

Running evalutions

Run any evaluation script in the evaluation directory like so: python -m evaluation.RAG.RAG_evaluation