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Merge pull request #271 from algorithmicsuperintelligence/codelion-patch-1
Update README.md
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</p>
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<p align="center">
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<a href="https://github.com/codelion/optillm/stargazers"><img src="https://img.shields.io/github/stars/codelion/optillm?style=social" alt="GitHub stars"></a>
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<a href="https://github.com/algorithmicsuperintelligence/optillm/stargazers"><img src="https://img.shields.io/github/stars/algorithmicsuperintelligence/optillm?style=social" alt="GitHub stars"></a>
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<a href="https://pypi.org/project/optillm/"><img src="https://img.shields.io/pypi/v/optillm" alt="PyPI version"></a>
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<a href="https://pypi.org/project/optillm/"><img src="https://img.shields.io/pypi/dm/optillm" alt="PyPI downloads"></a>
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<a href="https://github.com/codelion/optillm/blob/main/LICENSE"><img src="https://img.shields.io/github/license/codelion/optillm" alt="License"></a>
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<a href="https://github.com/algorithmicsuperintelligence/optillm/blob/main/LICENSE"><img src="https://img.shields.io/github/license/algorithmicsuperintelligence/optillm" alt="License"></a>
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</p>
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<p align="center">
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<a href="https://huggingface.co/spaces/codelion/optillm">🤗 HuggingFace Space</a> •
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<a href="https://colab.research.google.com/drive/1SpuUb8d9xAoTh32M-9wJsB50AOH54EaH?usp=sharing">📓 Colab Demo</a> •
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<a href="https://github.com/codelion/optillm/discussions">💬 Discussions</a>
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<a href="https://github.com/algorithmicsuperintelligence/optillm/discussions">💬 Discussions</a>
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</p>
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### Using docker
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```bash
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docker pull ghcr.io/codelion/optillm:latest
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docker run -p 8000:8000 ghcr.io/codelion/optillm:latest
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docker pull ghcr.io/algorithmicsuperintelligence/optillm:latest
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docker run -p 8000:8000 ghcr.io/algorithmicsuperintelligence/optillm:latest
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2024-10-22 07:45:05,612 - INFO - Loaded plugin: privacy
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2024-10-22 07:45:06,293 - INFO - Loaded plugin: memory
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2024-10-22 07:45:06,293 - INFO - Starting server with approach: auto
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```bash
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# Proxy-only (smallest)
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docker pull ghcr.io/codelion/optillm:latest-proxy
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docker pull ghcr.io/algorithmicsuperintelligence/optillm:latest-proxy
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# Offline (largest, includes pre-downloaded models)
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docker pull ghcr.io/codelion/optillm:latest-offline
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docker pull ghcr.io/algorithmicsuperintelligence/optillm:latest-offline
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```
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### Install from source
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Clone the repository with `git` and use `pip install` to setup the dependencies.
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```bash
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git clone https://github.com/codelion/optillm.git
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git clone https://github.com/algorithmicsuperintelligence/optillm.git
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cd optillm
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python3 -m venv .venv
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source .venv/bin/activate
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The following sequence diagram illustrates how the request and responses go through optillm.
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![Sequance diagram showing optillm in use](https://raw.githubusercontent.com/codelion/optillm/main/optillm-sequence-diagram.png)
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![Sequance diagram showing optillm in use](https://raw.githubusercontent.com/algorithmicsuperintelligence/optillm/main/optillm-sequence-diagram.png)
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In the diagram:
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- `A` is an existing tool (like [oobabooga](https://github.com/oobabooga/text-generation-webui/)), framework (like [patchwork](https://github.com/patched-codes/patchwork))
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## Running with Docker
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optillm can optionally be built and run using Docker and the provided [Dockerfile](https://github.com/codelion/optillm/blob/main/Dockerfile).
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optillm can optionally be built and run using Docker and the provided [Dockerfile](https://github.com/algorithmicsuperintelligence/optillm/blob/main/Dockerfile).
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### Using Docker Compose
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### moa-gpt-4o-mini on Arena-Hard-Auto (Aug 2024)
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![Results showing Mixture of Agents approach using gpt-4o-mini on Arena Hard Auto Benchmark](https://raw.githubusercontent.com/codelion/optillm/main/moa-results.png)
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![Results showing Mixture of Agents approach using gpt-4o-mini on Arena Hard Auto Benchmark](https://raw.githubusercontent.com/algorithmicsuperintelligence/optillm/main/moa-results.png)
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### optillm with Patchwork (July 2024)
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Since optillm is a drop-in replacement for OpenAI API you can easily integrate it with existing tools and frameworks using the OpenAI client. We used optillm with [patchwork](https://github.com/patched-codes/patchwork) which is an open-source framework that automates development gruntwork like PR reviews, bug fixing, security patching using workflows
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called patchflows. We saw huge performance gains across all the supported patchflows as shown below when using the mixture of agents approach (moa).
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![Results showing optillm mixture of agents approach used with patchflows](https://raw.githubusercontent.com/codelion/optillm/main/moa-patchwork-results.png)
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![Results showing optillm mixture of agents approach used with patchflows](https://raw.githubusercontent.com/algorithmicsuperintelligence/optillm/main/moa-patchwork-results.png)
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## Testing
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We ❤️ contributions! OptiLLM is built by the community, for the community.
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- 🐛 **Found a bug?** [Open an issue](https://github.com/codelion/optillm/issues/new)
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- 💡 **Have an idea?** [Start a discussion](https://github.com/codelion/optillm/discussions)
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- 🔧 **Want to code?** Check out [good first issues](https://github.com/codelion/optillm/labels/good%20first%20issue)
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- 🐛 **Found a bug?** [Open an issue](https://github.com/algorithmicsuperintelligence/optillm/issues/new)
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- 💡 **Have an idea?** [Start a discussion](https://github.com/algorithmicsuperintelligence/optillm/discussions)
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- 🔧 **Want to code?** Check out [good first issues](https://github.com/algorithmicsuperintelligence/optillm/labels/good%20first%20issue)
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### Development Setup
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```bash
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git clone https://github.com/codelion/optillm.git
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git clone https://github.com/algorithmicsuperintelligence/optillm.git
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cd optillm
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python -m venv .venv
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source .venv/bin/activate # or `.venv\Scripts\activate` on Windows
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author = {Asankhaya Sharma},
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year = {2024},
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publisher = {GitHub},
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url = {https://github.com/codelion/optillm}
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url = {https://github.com/algorithmicsuperintelligence/optillm}
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}
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```
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</p>
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<p align="center">
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⭐ <a href="https://github.com/codelion/optillm">Star us on GitHub</a> if you find OptiLLM useful!
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⭐ <a href="https://github.com/algorithmicsuperintelligence/optillm">Star us on GitHub</a> if you find OptiLLM useful!
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</p>

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