https://github.com/fanqingsong/talk-to-your-data

https://github.com/fanqingsong/talk-to-your-data

Last synced: 4 months ago
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• Host: GitHub
• URL: https://github.com/fanqingsong/talk-to-your-data
• Owner: fanqingsong
• Created: 2024-07-26T16:05:25.000Z (11 months ago)
• Default Branch: main
• Last Pushed: 2024-07-28T15:24:30.000Z (11 months ago)
• Last Synced: 2025-01-14T13:34:30.666Z (5 months ago)
• Language: Python
• Size: 101 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# talk-to-your-data project

This project aid you to build a talk-to-your-data chatbot using openai LLM, LangChain, and Streamlit. 

Basically:

- You clone the project

  `git clone https://github.com/emmakodes/talk-to-your-data.git`

  

- `cd talk-to-your-data`

- create a new virtual environment called `.venv`

  

  `python -m venv .venv`

  

- Activate the virtual environment

  

`.venv\Scripts\activate`

- Install the project requirements

  

`pip install -r requirements.txt`

- Add your document to `mydocument` directory and delete `animalsinresearch.pdf` already existing inside `mydocument` directory. `animalsinresearch.pdf` is my own document except you want to test with my own data

- Delete the files in `vector_index` directory so as to hold the vectors of your own document.

  

- Start the app using the following command:

  

`streamlit run app.py`

You will see a UI very similar to the following:

![animalinresearch1](https://github.com/emmakodes/talk-to-your-data/assets/34986076/afcfed09-a277-415a-abb6-5267603a144e)

Feel free to go into `app.py` to customize the UI to how you want.