https://github.com/md-abid-hussain/mdb_chatbot

https://github.com/md-abid-hussain/mdb_chatbot

Last synced: 18 days ago
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• Host: GitHub
• URL: https://github.com/md-abid-hussain/mdb_chatbot
• Owner: md-abid-hussain
• Created: 2024-07-16T09:29:07.000Z (5 months ago)
• Default Branch: master
• Last Pushed: 2024-07-16T12:46:26.000Z (5 months ago)
• Last Synced: 2024-07-17T14:01:52.814Z (5 months ago)
• Language: Python
• Size: 32.7 MB
• Stars: 7
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Talk with Multiple LLM ChatBot

### Build using

- MindsDB

- Python

- Streamlit

- json-server

- Ollama

- Mistral

## Demo video

[![Multiple chatbot using mindsdb](https://markdown-videos-api.jorgenkh.no/url?url=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D7qsBVH1eUuQ)](https://www.youtube.com/watch?v=7qsBVH1eUuQ)

## Features

 - Create and edit chatbot

   ![Screenshot from 2024-07-16 17-56-25](https://github.com/user-attachments/assets/831ee40e-df9f-4fa9-a230-7f07b3ab26d4)

- Manage Chatbots

  ![Screenshot from 2024-07-16 17-56-39](https://github.com/user-attachments/assets/f9d7e0b1-5f5d-47f8-b608-e485ded07a56)

- Select and chat with chabot

  ![Screenshot from 2024-07-16 17-27-11](https://github.com/user-attachments/assets/654bb95d-89e7-4429-8e52-c60e427eb786)

- Chatbot respond with context

  ![Screenshot from 2024-07-16 17-09-46](https://github.com/user-attachments/assets/2f5230a9-c0fa-4d02-8eae-0166ddce5b19)

  ![Screenshot from 2024-07-16 17-26-12](https://github.com/user-attachments/assets/c14cd699-c344-4433-913b-cb59f67009ef)



## Project setup

### Ollama mistral setup

- Install Ollama [Link](https://ollama.com/)

- Download Mistral model after installing ollama by running

  `ollama run mistral`

### Mindsdb setup

- Run `docker compose up` if you want to run mindsdb with gpu or `docker run --name mindsdb_container -p 47334:47334 -p 47335:47335 mindsdb/mindsdb` to run mindsdb with cpu

- Follow the instruction to install dependencies if needed [Link](https://docs.mindsdb.com/setup/self-hosted/docker#install-dependencies)

- Open mindsdb editor and run the command from mdb.sql one by one

- Make sure ollama is running

### Project setup

- create virtual environment `python3 -m venv .ven`

- Activate virtual environment `source .venv/bin/activate`

- Install requirements files `pip install -r requirements.txt`

- Install json-server `npm install -g json-server`

- Run json-server with db.json `json-server db.json --watch`

- Run streamlit using `streamlit run Home.py`