Skip to content

Latest commit

 

History

History
41 lines (37 loc) · 1.44 KB

README.md

File metadata and controls

41 lines (37 loc) · 1.44 KB
Raw

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.