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GPT-3 based chatbot on the tabular data developed using langchain, openai, streamlit and FAISS as a vector database

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Architectshwet/Chatbot_csv_gpt3

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ChatBot-CSV 🤖

An AI chatbot featuring conversational memory, designed to enable users to discuss their CSV data in a more intuitive manner. 📄

By integrating the strengths of Langchain and OpenAI, ChatBot-CSV employs large language models to provide users with seamless, context-aware natural language interactions for a better understanding of their CSV data.🧠

Running Locally 💻

Follow these steps to set up and run the service locally :

Prerequisites

  • Python 3.7 or higher
  • Git

Installation

Clone the repository :

git clone https://github.com/Architectshwet/Chat-on-csv-data.git

Navigate to the project directory :

cd ChatBot-CSV

Create a virtual environment :

python -m venv .venv
source .venv/bin/activate

Install the required dependencies in the virtual environment :

pip install -r requirements.txt

Launch the chat service locally :

streamlit run app.py

That's it! The service is now up and running locally. 🤗

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GPT-3 based chatbot on the tabular data developed using langchain, openai, streamlit and FAISS as a vector database

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