mirror of https://github.com/arc53/DocsGPT
You cannot select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
180 lines
7.5 KiB
Markdown
180 lines
7.5 KiB
Markdown
<h1 align="center">
|
|
DocsGPT 🦖
|
|
</h1>
|
|
|
|
<p align="center">
|
|
<strong>Open-Source Documentation Assistant</strong>
|
|
</p>
|
|
|
|
<p align="left">
|
|
<strong><a href="https://docsgpt.arc53.com/">DocsGPT</a></strong> is a cutting-edge open-source solution that streamlines the process of finding information in project documentation. With its integration of the powerful <strong>GPT</strong> models, developers can easily ask questions about a project and receive accurate answers.
|
|
|
|
Say goodbye to time-consuming manual searches, and let <strong><a href="https://docsgpt.arc53.com/">DocsGPT</a></strong> help you quickly find the information you need. Try it out and see how it revolutionizes your project documentation experience. Contribute to its development and be a part of the future of AI-powered assistance.
|
|
</p>
|
|
|
|
<div align="center">
|
|
|
|
<a href="https://github.com/arc53/DocsGPT">![example1](https://img.shields.io/github/stars/arc53/docsgpt?style=social)</a>
|
|
<a href="https://github.com/arc53/DocsGPT">![example2](https://img.shields.io/github/forks/arc53/docsgpt?style=social)</a>
|
|
<a href="https://github.com/arc53/DocsGPT/blob/main/LICENSE">![example3](https://img.shields.io/github/license/arc53/docsgpt)</a>
|
|
<a href="https://discord.gg/n5BX8dh8rU">![example3](https://img.shields.io/discord/1070046503302877216)</a>
|
|
|
|
</div>
|
|
|
|
### Production Support / Help for companies:
|
|
|
|
We're eager to provide personalized assistance when deploying your DocsGPT to a live environment.
|
|
- [Book Demo 👋](https://cal.com/arc53/docsgpt-demo-b2b)
|
|
- [Send Email ✉️](mailto:contact@arc53.com?subject=DocsGPT%20support%2Fsolutions)
|
|
|
|
### [🎉 Join the Hacktoberfest with DocsGPT and Earn a Free T-shirt! 🎉](https://github.com/arc53/DocsGPT/blob/main/HACKTOBERFEST.md)
|
|
|
|
![video-example-of-docs-gpt](https://d3dg1063dc54p9.cloudfront.net/videos/demov3.gif)
|
|
|
|
|
|
## Roadmap
|
|
|
|
You can find our roadmap [here](https://github.com/orgs/arc53/projects/2). Please don't hesitate to contribute or create issues, it helps us improve DocsGPT!
|
|
|
|
## Our Open-Source models optimized for DocsGPT:
|
|
|
|
| Name | Base Model | Requirements (or similar) |
|
|
|-------------------|------------|----------------------------------------------------------|
|
|
| [Docsgpt-7b-falcon](https://huggingface.co/Arc53/docsgpt-7b-falcon) | Falcon-7b | 1xA10G gpu |
|
|
| [Docsgpt-14b](https://huggingface.co/Arc53/docsgpt-14b) | llama-2-14b | 2xA10 gpu's |
|
|
| [Docsgpt-40b-falcon](https://huggingface.co/Arc53/docsgpt-40b-falcon) | falcon-40b | 8xA10G gpu's |
|
|
|
|
|
|
If you don't have enough resources to run it, you can use bitsnbytes to quantize.
|
|
|
|
|
|
## Features
|
|
|
|
![Group 9](https://user-images.githubusercontent.com/17906039/220427472-2644cff4-7666-46a5-819f-fc4a521f63c7.png)
|
|
|
|
|
|
## Useful links
|
|
|
|
- 🔍🔥 [Live preview](https://docsgpt.arc53.com/)
|
|
|
|
- 💬🎉[Join our Discord](https://discord.gg/n5BX8dh8rU)
|
|
|
|
- 📚😎 [Guides](https://docs.docsgpt.co.uk/)
|
|
|
|
- 👩💻👨💻 [Interested in contributing?](https://github.com/arc53/DocsGPT/blob/main/CONTRIBUTING.md)
|
|
|
|
- 🗂️🚀 [How to use any other documentation](https://docs.docsgpt.co.uk/Guides/How-to-train-on-other-documentation)
|
|
|
|
- 🏠🔐 [How to host it locally (so all data will stay on-premises)](https://docs.docsgpt.co.uk/Guides/How-to-use-different-LLM)
|
|
|
|
|
|
|
|
|
|
## Project structure
|
|
- Application - Flask app (main application).
|
|
|
|
- Extensions - Chrome extension.
|
|
|
|
- Scripts - Script that creates similarity search index for other libraries.
|
|
|
|
- Frontend - Frontend uses Vite and React.
|
|
|
|
## QuickStart
|
|
|
|
Note: Make sure you have Docker installed
|
|
|
|
On Mac OS or Linux, write:
|
|
|
|
`./setup.sh`
|
|
|
|
It will install all the dependencies and allow you to download the local model or use OpenAI.
|
|
|
|
Otherwise, refer to this Guide:
|
|
|
|
1. Download and open this repository with `git clone https://github.com/arc53/DocsGPT.git`
|
|
2. Create a `.env` file in your root directory and set the env variable `OPENAI_API_KEY` with your [OpenAI API key](https://platform.openai.com/account/api-keys) and `VITE_API_STREAMING` to true or false, depending on if you want streaming answers or not.
|
|
It should look like this inside:
|
|
|
|
```
|
|
API_KEY=Yourkey
|
|
VITE_API_STREAMING=true
|
|
```
|
|
See optional environment variables in the [/.env-template](https://github.com/arc53/DocsGPT/blob/main/.env-template) and [/application/.env_sample](https://github.com/arc53/DocsGPT/blob/main/application/.env_sample) files.
|
|
3. Run [./run-with-docker-compose.sh](https://github.com/arc53/DocsGPT/blob/main/run-with-docker-compose.sh).
|
|
4. Navigate to http://localhost:5173/.
|
|
|
|
To stop, just run `Ctrl + C`.
|
|
|
|
## Development environments
|
|
|
|
### Spin up mongo and redis
|
|
For development, only two containers are used from [docker-compose.yaml](https://github.com/arc53/DocsGPT/blob/main/docker-compose.yaml) (by deleting all services except for Redis and Mongo).
|
|
See file [docker-compose-dev.yaml](./docker-compose-dev.yaml).
|
|
|
|
Run
|
|
```
|
|
docker compose -f docker-compose-dev.yaml build
|
|
docker compose -f docker-compose-dev.yaml up -d
|
|
```
|
|
|
|
### Run the backend
|
|
|
|
Make sure you have Python 3.10 or 3.11 installed.
|
|
|
|
1. Export required environment variables or prepare a `.env` file in the `/application` folder:
|
|
- Copy [.env_sample](https://github.com/arc53/DocsGPT/blob/main/application/.env_sample) and create `.env` with your OpenAI API token for the `API_KEY` and `EMBEDDINGS_KEY` fields.
|
|
|
|
(check out [`application/core/settings.py`](application/core/settings.py) if you want to see more config options.)
|
|
|
|
2. (optional) Create a Python virtual environment:
|
|
You can follow the [Python official documentation](https://docs.python.org/3/tutorial/venv.html) for virtual environments.
|
|
|
|
a) On Mac OS and Linux
|
|
```commandline
|
|
python -m venv venv
|
|
. venv/bin/activate
|
|
```
|
|
b) On Windows
|
|
```commandline
|
|
python -m venv venv
|
|
venv/Scripts/activate
|
|
```
|
|
|
|
3. Change to the `application/` subdir by the command `cd application/` and install dependencies for the backend:
|
|
```commandline
|
|
pip install -r requirements.txt
|
|
```
|
|
4. Run the app using `flask run --host=0.0.0.0 --port=7091`.
|
|
5. Start worker with `celery -A application.app.celery worker -l INFO`.
|
|
|
|
### Start frontend
|
|
|
|
Make sure you have Node version 16 or higher.
|
|
|
|
1. Navigate to the [/frontend](https://github.com/arc53/DocsGPT/tree/main/frontend) folder.
|
|
2. Install required packages `husky` and `vite` (ignore if installed).
|
|
```commandline
|
|
npm install husky -g
|
|
npm install vite -g
|
|
```
|
|
3. Install dependencies by running `npm install --include=dev`.
|
|
4. Run the app using `npm run dev`.
|
|
|
|
|
|
## Contributing
|
|
Please refer to the [CONTRIBUTING.md](CONTRIBUTING.md) file for information about how to get involved. We welcome issues, questions, and pull requests.
|
|
|
|
## Code Of Conduct
|
|
We as members, contributors, and leaders, pledge to make participation in our community a harassment-free experience for everyone, regardless of age, body size, visible or invisible disability, ethnicity, sex characteristics, gender identity and expression, level of experience, education, socio-economic status, nationality, personal appearance, race, religion, or sexual identity and orientation. Please refer to the [CODE_OF_CONDUCT.md](CODE_OF_CONDUCT.md) file for more information about contributing.
|
|
|
|
## Many Thanks To Our Contributors
|
|
|
|
<a href="[https://github.com/arc53/DocsGPT/graphs/contributors](https://docsgpt.arc53.com/)">
|
|
<img src="https://contrib.rocks/image?repo=arc53/DocsGPT" />
|
|
</a>
|
|
|
|
## License
|
|
The source code license is [MIT](https://opensource.org/license/mit/), as described in the [LICENSE](LICENSE) file.
|
|
|
|
Built with [🦜️🔗 LangChain](https://github.com/hwchase17/langchain)
|