🎓 BitsGPT 2.0

BitsGPT is a chatbot designed for the students of BPHC. It uses an agentic framework to provide accurate and reliable responses to a variety of queries related to campus life, academics, and placements. This rewrite improves modularity, accuracy, and performance.

Features

• Query Classification: Automatically detects query intent (campus queries, course-related, PS/placement-related, etc.).
• Tool-Based Query Handling: Uses dedicated tools for data retrieval based on query intent.
• Reliable and Modular Design: Built with LangGraph and Langchain for agentic capabilities.

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Getting Started

Follow these steps to set up BitsGPT locally:

Prerequisites

• Python 3.11 or higher
• Poetry for dependency management

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Installation

1. Clone the Repository:

   git clone https://github.com/crux-bphc/bitsgpt-rewrite.git
   cd bitsgpt

2. Install Dependencies: Use Poetry to install all required packages.

   poetry install

3. Activate the Poetry Shell: Start a Poetry-managed virtual environment.

   poetry shell

4. Run the Application: Run langgraph dev to start the server. This will open langgraph studio in your browser.

   langgraph dev

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Configuration

Create a .env file in the project root with the following entries:

GROQ_API_KEY=...
LANGCHAIN_TRACING_V2=true
LANGCHAIN_ENDPOINT="https://api.smith.langchain.com"
LANGCHAIN_API_KEY=...
LANGCHAIN_PROJECT="bitsgpt-rewrite"
POSTGRES_DB=
POSTGRES_USER=
POSTGRES_PASS=
POSTGRES_HOST=
POSTGRES_PORT=

Replace the keys with the appropriate values.

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Contributing

We welcome contributions to make BitsGPT better! Feel free to submit issues or pull requests.