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https://github.com/Haste171/langchain-chatbot

AI Chatbot for analyzing/extracting information from data in conversational format.
https://github.com/Haste171/langchain-chatbot

ai artificial-intelligence bot chromadb discord discord-bot embeddings extractive-question-answering gpt-3 gpt-4 langchain ocr openai openai-api openai-api-chatbot pdf pdf-chat-bot pdf-ocr pinecone vector-database

Last synced: about 2 months ago
JSON representation

AI Chatbot for analyzing/extracting information from data in conversational format.

Host: GitHub
URL: https://github.com/Haste171/langchain-chatbot
Owner: Haste171
License: mit
Created: 2023-04-27T18:22:35.000Z (over 1 year ago)
Default Branch: main
Last Pushed: 2024-03-26T22:07:52.000Z (9 months ago)
Last Synced: 2024-07-31T08:14:02.091Z (5 months ago)
Topics: ai, artificial-intelligence, bot, chromadb, discord, discord-bot, embeddings, extractive-question-answering, gpt-3, gpt-4, langchain, ocr, openai, openai-api, openai-api-chatbot, pdf, pdf-chat-bot, pdf-ocr, pinecone, vector-database
Language: Python
Homepage:
Size: 1.17 MB
Stars: 393
Watchers: 9
Forks: 87
Open Issues: 42
Metadata Files:
- Readme: README.md
- License: LICENSE
- Citation: CITATION.cff

Awesome Lists containing this project

awesome - Haste171/langchain-chatbot - AI Chatbot for analyzing/extracting information from data in conversational format. (Python)

README

Efficiently use Langchain for Complex Tasks

# 🚀 Installation

## User-Setup
Join the [Discord](https://discord.gg/8vzXR9MGyc) server for help

## Dev-Setup
Prerequisites:
- [Git](https://git-scm.com/downloads) - Free
- [Pinecone Database](https://youtu.be/tp0bQNDtLPc?t=48) - Free
- [OpenAI API Key](https://platform.openai.com/account/api-keys) - Billing Required

### Setup
```
git clone https://github.com/Haste171/langchain-chatbot.git
```

Reference [example.env](https://github.com/Haste171/langchain-chatbot/blob/main/example.env) to create `.env` file
```python
OPENAI_API_KEY=
PINECONE_API_KEY=
PINECONE_ENV=
PINECONE_INDEX=
```

### Install Requirements

```python
poetry install
```

### Activate Environment
```python
poetry shell
```

### Run Startup
```python
python3 startup.py
```

# 🔧 Key Features

✅ Interactive Ingestion UI for files

✅ Chat UI with source, temperature, vector_k, and other parameter changing abilities

✅ More features coming very soon

Soon:
- Compatibility with many more files types
- Compatibility with offline models (HuggingFace, Vicuna, Alpaca)

# 💻 Contributing

If you would like to contribute to the LangChain Chatbot, please follow these steps:

1. Fork the repository
2. Create a new branch for your feature or bug fix
3. Write tests for your changes
4. Implement your changes and ensure that all tests pass
5. Submit a pull request

# 📝 Credits

The LangChain Chatbot was developed by [Haste171](https://github.com/Haste171) with much inspiration from [Mayo](https://twitter.com/mayowaoshin) with the [GPT4 & LangChain Chatbot for large PDF docs](https://github.com/mayooear/gpt4-pdf-chatbot-langchain). This project is mainly a port to Python from the Mayo chatbot.

# 🔨 License

The LangChain Chatbot is released under the [MIT License](https://opensource.org/licenses/MIT).

# 💻 Interface
![fixed-prev](https://cdn.discordapp.com/attachments/1114412425115086888/1216256420253794325/Screenshot_2024-03-09_at_11.28.25_PM.png?ex=65ffba0f&is=65ed450f&hm=c089e312073c773c886576187322799ba9007421cb8def40e05213805f61e338&)
![fixed-prev](https://cdn.discordapp.com/attachments/1114412425115086888/1216256419989422110/Screenshot_2024-03-09_at_11.28.37_PM.png?ex=65ffba0f&is=65ed450f&hm=c097a636e2ceef752620e7554880174d6ba81c1281fb15df8b6d1b6c1dd22916&)

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