Mindstride

🌟 Mindstride is a RAG-based chat assistant designed to support mental health, personal growth, and self-improvement. This project leverages advanced AI technologies to provide a personalized and insightful experience, drawing from the wisdom of over 70 books on mental well-being, personal development, and self-discovery.

🚀 Features

• Mental Health Support: Offers guidance and support for enhancing mental well-being.
• Personal Growth: Assists users on their journey towards personal development.
• Self-Improvement: Provides tools and insights for self-discovery and improvement.

🛠️ Tech Stack

• Backend: FastAPI
• Vector Database: Pinecone
• Embeddings: Generated from 70+ books on relevant topics
• Langchain: For managing and querying text chains
• APIs:
• OpenAI API: Queries using GPT-3.5
• Hugging Face Inference API: For creating embeddings
• Infrastructure: Hosted on AWS Lambda

📦 Installation

1. Clone the repository:

   git clone https://github.com/debankanmitra/GenaiAssistant.git
   cd backend
   

2. Set up a virtual environment:

   python3 -m venv venv
   source venv/bin/activate
   

3. Install the dependencies:

   pip install -r requirements.txt
   

4. Configure environment variables for Pinecone, OpenAI API, and Hugging Face Inference API keys.
5. Start the FastAPI server:

   uvicorn main:app --reload
   

📄 License

Mindstride is licensed under the MIT License.