https://github.com/jabascal/chat_with_data_app

Chatbot app & Talking ChatBot to any source of data leveraging OpenAI and LangChain
https://github.com/jabascal/chat_with_data_app

chatbot chatgpt-api deep-learning langchain llms openai openai-api openai-whisper pdf-files youtube

Last synced: 2 months ago
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Chatbot app & Talking ChatBot to any source of data leveraging OpenAI and LangChain

• Host: GitHub
• URL: https://github.com/jabascal/chat_with_data_app
• Owner: jabascal
• License: mit
• Created: 2023-08-17T14:31:12.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2023-11-16T20:01:31.000Z (over 2 years ago)
• Last Synced: 2024-12-24T23:13:09.786Z (over 1 year ago)
• Topics: chatbot, chatgpt-api, deep-learning, langchain, llms, openai, openai-api, openai-whisper, pdf-files, youtube
• Language: Jupyter Notebook
• Homepage:
• Size: 212 KB
• Stars: 2
• Watchers: 2
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
---

title: Chat With Data App

emoji: 📉

colorFrom: red

colorTo: pink

sdk: gradio

sdk_version: 3.40.1

app_file: app.py

pinned: false

license: mit

---

# Chat with data app    

[![Open in Spaces](https://badgen.net/static/open/on%20HFSpaces/cyan)](https://replit.com/@jabascal1/ytube-download?v=1) [![Open tutorial in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/jabascal/chat_with_data_app/blob/main/notebook/chat_to_your_data_medium.ipynb)

Chatbot app to chat with any source of data (doc, URL, audio, ...) leveraging LLMs and LangChain. Current version has the following feautures:

- LLMs: OpenAI GPT-3.5. It requires providing openai APY_KEY

- Data source: pdf, URL, youtube

![](https://github.com/jabascal/chat_with_data_app/blob/main/figures/app_ui.png)

This app has been inspired on DeepLearning AI course [LangChain:Chat with your data](https://www.deeplearning.ai/short-courses/langchain-chat-with-your-data)

## Installation and execution

Install in a python environment:

```

    python -m venv venv

    source venv/bin/activate

    pip install -r requirements.txt

    cd src/

    python run_chat_to_your_data_inputs_ui.py

```

# Talking ChatBot 

Converse to any source of data while doing any activity (walking on the treadmill, cooking, cleaning, ...) - a tutorial on leveraging OpenAI's GPT and Whisper models. 

Check the tutorial in Medium [Talking ChatBot](https://medium.com/@juanabascal78/talking-chatbot-from-chatting-to-talking-to-any-source-of-data-705453da43d5)