Robby-chatbot 🤖

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

Robby the Robot from Forbidden Planet

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

For better understanding, see my medium article 🖖 : Build a chat-bot over your CSV data

Quick Start 🚀

TO-DO :

• [x] enable print tokens utilizations for the conversation
• [x] Use CSV Agent for chat with the entire csv file
• [ ] Add lots of files accepted like GitHub repo, Excel etc...
• [ ] Add free models like vicuna and free embeddings
• [ ] Replace chain of the chatbot by a custom agent for handling more features | memory + vectorstore + custom prompt

Running Locally 💻

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

Prerequisites

• Python 3.8 or higher
• Git

Installation

Clone the repository :

git clone https://github.com/yvann-hub/Robby-chatbot.git

Navigate to the project directory :

cd Robby-chatbot

Create a virtual environment :

python -m venv .venv
.\.venv\Scripts\activate

Install the required dependencies in the virtual environment :

pip install -r requirements.txt

Launch the chat service locally :

streamlit run src/Home.py

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

Contributing 🙌

Contributions are always welcome! If you want to contribute to this project, please open an issue, submit a pull request or contact me at [email protected] (: