JamiaGPT

JamiaGPT is a web-based chat application powered by AI, designed to provide information and engage in roleplay conversations related to Jamia Millia Islamia. 🔗JamiaGPT

Video Demonstration

Watch the Video!

Screenshots

Features

• AI Chat Interface: Engage in roleplay conversations with JamiaGPT.
• Information Retrieval: Retrieve relevant information based on user queries.
• Disclaimer: Warns users about the model's current development stage and potential limitations.

Technologies Used

• Streamlit: Web framework for creating interactive web applications with Python.
• LangChain: Library for building AI chat applications, incorporating:
  • GoogleGenerativeAI: For generating AI responses. LLM used : gemini-1.5-flash
  • HuggingFace Transformers: Used for embeddings and inference. Embedding Model used : all-MiniLM-l6-v2
  • FAISS: (Facebook AI Similarity Search) is a library for fast similarity search from the Vector Database and handling document retrieval.
• Python Libraries: Includes some Langchain libraries for data storage, management, and manipulation.

Setup Instructions

1. Clone the Repository:

git clone https://github.com/confused-soul/JamiaGPT.git
cd JamiaGPT

2. Install Dependencies:

pip install -r requirements.txt

3. Set Up Secrets:

• Ensure you have configured your secrets for Gemini API and Inference API keys in your Streamlit secrets manager.

4. Run the Application:

streamlit run app.py

5. Interact with JamiaGPT:

• Open your web browser and navigate to the provided local host URL.
• Start interacting by entering queries related to Jamia Millia Islamia.

Usage

• Chat Interface: Enter questions or engage in roleplay with JamiaGPT.
• Feedback: Provide feedback on responses to improve the model.

Contributing

Contributions are welcome! Please follow the standard guidelines for contributions and open issues for feature requests or bug reports.