https://github.com/putuwaw/docutalk

LLM-powered ChatBot with Document Knowledge Base using Streamlit, Clarifai, LangChain, and LlamaIndex
https://github.com/putuwaw/docutalk

clarifai langchain llamaindex llm-hackathon streamlit

Last synced: 4 months ago
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LLM-powered ChatBot with Document Knowledge Base using Streamlit, Clarifai, LangChain, and LlamaIndex

• Host: GitHub
• URL: https://github.com/putuwaw/docutalk
• Owner: putuwaw
• License: apache-2.0
• Created: 2023-09-06T01:09:42.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2023-11-27T15:03:33.000Z (over 2 years ago)
• Last Synced: 2023-11-27T16:27:49.308Z (over 2 years ago)
• Topics: clarifai, langchain, llamaindex, llm-hackathon, streamlit
• Language: Python
• Homepage: https://docutalk.streamlit.app
• Size: 11.5 MB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 10
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# docutalk

![Streamlit](https://img.shields.io/badge/Streamlit-FF4B4B?style=for-the-badge&logo=streamlit&logoColor=white)

![Clarifai](https://img.shields.io/badge/Clarifai-1955FF.svg?style=for-the-badge&logo=Clarifai&logoColor=white)

![LICENSE](https://img.shields.io/github/license/putuwaw/docutalk?style=for-the-badge)

![BUILD](https://img.shields.io/github/actions/workflow/status/putuwaw/docutalk/streamlit.yml?style=for-the-badge)

LLM-powered ChatBot with Document Knowledge Base using Streamlit, Clarifai, LangChain, and LlamaIndex.

## Features 🚀

With this app you can talk to the chatbot and ask about the Clarifai's documentation. The chatbot will answer your question based on the documentation that are provided [here](data/).

The data above was taken from [Clarifai's docs repository](https://github.com/Clarifai/docs/tree/main/docs).

## Prerequisites 📋

- Python 3.10 or higher

- Streamlit 1.26.0 or higher

- LangChain 0.0.285 or higher

- Clarifai 9.8.1 or higher

- LlamaIndex 0.8.26 or higher

## Installation 🛠

- Clone the repository:

```bash

git clone https://github.com/putuwaw/docutalk.git

```

- Install the packages:

```bash

pip install -r requirements.txt

```

- Set up secret for Persoanl Access Token (PAT) and enviroment:

```bash

cp .streamlit/secret.example.toml .streamlit/secrets.toml

```

- Run the application:

```bash

streamlit run app.py

```

## License 📝

This project is licensed under the Apache License 2.0. See the [LICENSE](LICENSE) file for details.