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langchain-chatbot

(★ 440)

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

File Explorer

Download Latest Version (.zip)

- chat.py
- ingest.py
- base.py
- main.py
- alerts.py
.gitattributes
.gitignore
app.py
CITATION.cff
example.env
LICENSE
poetry.lock
pyproject.toml
README.md
startup.py

# Installation Guide

1. Get the code

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

Downloads the entire project code from GitHub to your computer.

cd langchain-chatbot

Moves into the project folder you just downloaded.

2. Python

Easy Recommended

Prerequisites

Git Needed to download the project code from GitHub.
Python 3 On Windows, be sure to check 'Add Python to PATH' during installation.

poetry install

Installs the libraries listed in pyproject.toml.

poetry shell

Type this command into your terminal and run it.

✅ If it runs without errors and prints output in the terminal, it worked.

Pulled directly from this repo's README.

// repository documentation

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<p align="center">
<br><br><br>
<a https://github.com/Haste171/langchain-chatbot/stargazers"><img src="https://github.com/Haste171/langchain-chatbot/assets/34923485/9bc2b4a3-f19e-4ca0-9a4b-f6db4715ae38" width="760px" length="400"></a>
<br><br><br>
</p>

<p align="center">
<b>Efficiently use Langchain for Complex Tasks</b>
</p>

<p align=center>
<a href="https://github.com/Haste171/langchain-chatbot/releases"><img src="https://badgen.net/github/release/Haste171/langchain-chatbot">
<a href="https://gitHub.com/Haste171/langchain-chatbot/graphs/commit-activity"><img src="https://img.shields.io/badge/Maintained%3F-no-red.svg">
<a href="https://github.com/Haste171/langchain-chatbot/blob/master/LICENSE"><img src="https://img.shields.io/github/license/Haste171/langchain-chatbot">
<a href="https://discord.gg/KgmN4FPxxT"><img src="https://dcbadge.vercel.app/api/server/KgmN4FPxxT?compact=true&style=flat"></a>

</a>

# 🚀 Installation

## 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).