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<h1 align="center"> | ||
DocsGPT 🦖 | ||
DocsGPT 🦖 | ||
</h1> | ||
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<p align="center"> | ||
<strong>Open-Source Documentation Assistant</strong> | ||
</p> | ||
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<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 the project documentation. With its integration of the powerful <strong>GPT</strong> models, developers can easily ask questions about a project and receive accurate answers. | ||
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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> | ||
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<div align="center"> | ||
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<a href="https://github.com/arc53/DocsGPT">![link to main GitHub showing Stars number](https://img.shields.io/github/stars/arc53/docsgpt?style=social)</a> | ||
<a href="https://github.com/arc53/DocsGPT">![link to main GitHub showing Forks number](https://img.shields.io/github/forks/arc53/docsgpt?style=social)</a> | ||
<a href="https://github.com/arc53/DocsGPT/blob/main/LICENSE">![link to license file](https://img.shields.io/github/license/arc53/docsgpt)</a> | ||
<a href="https://discord.gg/n5BX8dh8rU">![link to discord](https://img.shields.io/discord/1070046503302877216)</a> | ||
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</div> | ||
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### Production Support / Help for companies: | ||
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We're eager to provide personalized assistance when deploying your DocsGPT to a live environment. | ||
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- [Book Demo :wave:](https://airtable.com/appdeaL0F1qV8Bl2C/shrrJF1Ll7btCJRbP) | ||
- [Send Email :email:](mailto:contact@arc53.com?subject=DocsGPT%20support%2Fsolutions) | ||
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### [:tada: Join the Hacktoberfest with DocsGPT and Earn a Free T-shirt! :tada:](https://github.com/arc53/DocsGPT/blob/main/HACKTOBERFEST.md) | ||
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![video-example-of-docs-gpt](https://d3dg1063dc54p9.cloudfront.net/videos/demov3.gif) | ||
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## Roadmap | ||
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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! | ||
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You can find our roadmap [on our GitHub project board](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: | ||
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| 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 | | ||
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## Our Open-Source models optimized for DocsGPT: | ||
If you don't have enough resources to run it, you can use bitsnbytes to quantize. | ||
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## Features | ||
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![Main features of DocsGPT showcasing six main features](https://user-images.githubusercontent.com/17906039/220427472-2644cff4-7666-46a5-819f-fc4a521f63c7.png) | ||
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## Useful links | ||
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- :mag: :fire: [Live preview](https://docsgpt.arc53.com/) | ||
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## Features | ||
- :speech_balloon: :tada: [Join our Discord](https://discord.gg/n5BX8dh8rU) | ||
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- :books: :sunglasses: [Guides](https://docs.docsgpt.co.uk/) | ||
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![Main features of DocsGPT showcasing six main features](https://user-images.githubusercontent.com/17906039/220427472-2644cff4-7666-46a5-819f-fc4a521f63c7.png) | ||
- :couple: [Interested in contributing?](https://github.com/arc53/DocsGPT/blob/main/CONTRIBUTING.md) | ||
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- :file_folder: :rocket: [How to use any other documentation](https://docs.docsgpt.co.uk/Guides/How-to-train-on-other-documentation) | ||
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## Useful links | ||
- :house: :closed_lock_with_key: [How to host it locally (so all data will stay on-premises)](https://docs.docsgpt.co.uk/Guides/How-to-use-different-LLM) | ||
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## Project structure | ||
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- :mag: :fire: [Live preview](https://docsgpt.arc53.com/) | ||
- Application - Flask app (main application). | ||
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- Extensions - Chrome extension. | ||
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- :speech_balloon: :tada: [Join our Discord](https://discord.gg/n5BX8dh8rU) | ||
- Scripts - Script that creates similarity search index for other libraries. | ||
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- Frontend - Frontend uses <a href="https://vitejs.dev/">Vite</a> and <a href="https://react.dev/">React</a>. | ||
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- :books: :sunglasses: [Guides](https://docs.docsgpt.co.uk/) | ||
## QuickStart | ||
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Note: Make sure you have [Docker](https://docs.docker.com/engine/install/) installed | ||
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- 👩💻👨💻 [Interested in contributing?](https://github.com/arc53/DocsGPT/blob/main/CONTRIBUTING.md) | ||
On Mac OS or Linux, write: | ||
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`./setup.sh` | ||
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- :file_folder: :rocket: [How to use any other documentation](https://docs.docsgpt.co.uk/Guides/How-to-train-on-other-documentation) | ||
It will install all the dependencies and allow you to download the local model or use OpenAI. | ||
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Otherwise, refer to this Guide: | ||
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- :house: :closed_lock_with_key: [How to host it locally (so all data will stay on-premises)](https://docs.docsgpt.co.uk/Guides/How-to-use-different-LLM) | ||
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 `API_KEY` with your [OpenAI API key](https://platform.openai.com/account/api-keys) and `VITE_API_STREAMING` to true or false, depending on whether you want streaming answers or not. | ||
It should look like this inside: | ||
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``` | ||
API_KEY=Yourkey | ||
VITE_API_STREAMING=true | ||
``` | ||
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## Project structure | ||
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. | ||
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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/. | ||
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To stop, just run `Ctrl + C`. | ||
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## Development environments | ||
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### Spin up mongo and redis | ||
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The source code license is [MIT](https://opensource.org/license/mit/), as described in the [LICENSE](LICENSE) file. | ||
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). | ||
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Run | ||
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``` | ||
docker compose -f docker-compose-dev.yaml build | ||
docker compose -f docker-compose-dev.yaml up -d | ||
``` | ||
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### Run the backend | ||
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Make sure you have Python 3.10 or 3.11 installed. | ||
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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. | ||
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(check out [`application/core/settings.py`](application/core/settings.py) if you want to see more config options.) | ||
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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. | ||
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a) On Mac OS and Linux | ||
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```commandline | ||
python -m venv venv | ||
. venv/bin/activate | ||
``` | ||
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b) On Windows | ||
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```commandline | ||
python -m venv venv | ||
venv/Scripts/activate | ||
``` | ||
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3. Change to the `application/` subdir by the command `cd application/` and install dependencies for the backend: | ||
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```commandline | ||
pip install -r requirements.txt | ||
``` | ||
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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`. | ||
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### Start frontend | ||
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Make sure you have Node version 16 or higher. | ||
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1. Navigate to the [/frontend](https://github.com/arc53/DocsGPT/tree/main/frontend) folder. | ||
2. Install the required packages `husky` and `vite` (ignore if already installed). | ||
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```commandline | ||
npm install husky -g | ||
npm install vite -g | ||
``` | ||
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3. Install dependencies by running `npm install --include=dev`. | ||
4. Run the app using `npm run dev`. | ||
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## Contributing | ||
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Please refer to the [CONTRIBUTING.md](CONTRIBUTING.md) file for information about how to get involved. We welcome issues, questions, and pull requests. | ||
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## Code Of Conduct | ||
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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. | ||
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## Many Thanks To Our Contributors | ||
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<a href="https://github.com/arc53/DocsGPT/graphs/contributors" alt="View Contributors"> | ||
<img src="https://contrib.rocks/image?repo=arc53/DocsGPT" alt="Contributors" /> | ||
</a> | ||
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## License | ||
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The source code license is [MIT](https://opensource.org/license/mit/), as described in the [LICENSE](LICENSE) file. | ||
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Built with [:bird: :link: LangChain](https://github.com/hwchase17/langchain) |