/COMPANY_CHATBOT_SIH

Primary LanguagePython

Employee Query Chatbot

This project is a Streamlit web application build a chatbot for handling employee queries. The chatbot can answer questions related to company HR policies, IT support, and company events. It also allows a single company to register and provide its information, which is stored and used to respond to employee queries.

Features

  • Company Registration: Only one company can register at a time and provide its HR policies, IT support information, and company events.
  • Dynamic Query Handling: Employees can query about the company's policies, IT support, and events.
  • Embeddings and Vector Store: Uses OpenAI embeddings and Chroma vector store for efficient document retrieval.
  • Question Answering: Uses LangChain for question answering.
  • BHAI baki info dalni padegii company apko

Technologies Used

  • Streamlit: For the web interface.
  • LangChain: For the retrieval and QA chain.
  • OpenAI: For embeddings and language model.
  • Chroma: For the vector store.

Setup

Prerequisites

  • Python 3.10 or higher
  • pip

Installation

  1. Clone the repository:

    git clone https://github.com/your-username/employee-query-chatbot.git
cd employee-query-chatbot

  2. Create a virtual environment and activate it:

    python -m venv venv
source venv/bin/activate   # On Windows, use `venv\Scripts\activate`

  3. Install the dependencies:

    pip install -r requirements.txt

  4. Set up environment variables:

    Create a .env file in the root directory and add your OpenAI API key:

    OPENAI_API_KEY=your_openai_api_key_here

  5. Run the application:

    streamlit run app.py