Llama2 CSV ChatBot

It’s a conversational tool powered by a fine-tuned large language model (LLM) known as Llama-2 7B. This chatbot utilizes CSV retrieval capabilities, enabling users to engage in multi-turn interactions based on uploaded CSV data.

Suuuuuuu Want to try: 👇👇👇

huggingface.co/Llama-2-GGML-CSV-Chatbot

📖 ChatBot Conversession

⚡Streamlit ver. on #v2.0.2.dev20240102

Development Specs

Utilizes Llama-2 7B and Sentence Transformers for robust functionality.
Developed using Langchain and Streamlit technologies for enhanced performance.
Cross-platform compatibility with Linux, macOS, or Windows OS.

🛠️ Try it on your 💻

Clone the Repository:

Install Dependencies:

Download the Llama 2 Model:

Download the Llama 2 model file named llama-2-7b-chat.ggmlv3.q4_0.bin from the following link:
🔗Download Llama 2 Model

Llama 2 Model Information

Note: After downloading the model, add the model file to the models directory. The file should be located at modelsllama-2-7b-chat.ggmlv3.q4_0.bin, in order to run the code.

📝 Usage

Run the Application:

Access the Application:

Once the application is running, access it through the provided URL.

System Requirements

CPU: Intel® Core™ i5 or equivalent.

RAM: 8 GB.

Disk Space: 7 GB.

Hardware: Operates on CPU; no GPU required.

📌 Important Notes

While robust, this chatbot is not a substitute for professional advice.
Ensure the CSV file adheres to the expected format for optimal performance.