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| title: Mozilla.ai | |
| emoji: 🤖 | |
| colorFrom: green | |
| colorTo: red | |
| sdk: static | |
| pinned: false | |
| # Mozilla.ai | |
| ## What we're working on: | |
| - [any-guardrail](https://github.com/mozilla-ai/any-guardrail): any-guardrail is meant to provide the minimum amount of access necessary to implement the guardrails in your pipeline. | |
| - [mcpd](https://github.com/mozilla-ai/mcpd): requirements.txt for agentic systems. Manage MCP servers and tools with one config. | |
| - [any-llm](https://github.com/mozilla-ai/any-llm): A single interface to use different llm providers. | |
| - [any-agent](https://github.com/mozilla-ai/any-agent): A single interface to use and evaluate different agent frameworks. | |
| - [llamafile](https://github.com/mozilla-ai/llamafile): Distribute and run LLMs with a single file. | |
| ### 📘 Blueprints | |
| Blueprints are customizable workflows that help developers build AI applications using open-source tools and models. See our collection of Blueprints below: | |
| - [WASM Agents](https://github.com/mozilla-ai/wasm-agents-blueprint): Blueprint demonstrating how to run AI agents directly in the browser using WebAssembly (WASM). | |
| - [Surf Spot Finder](https://github.com/mozilla-ai/surf-spot-finder): Blueprint for comparing agent frameworks on finding the best surf spot. | |
| - [Document-to-podcast](https://github.com/mozilla-ai/document-to-podcast): Convert input documents into a podcast featuring multiple speakers. | |
| - [Document-to-Markdown](https://github.com/mozilla-ai/document-to-markdown): Transform documents into markdown format with Docling, developed in collaboration with [EleutherAI](https://www.eleuther.ai/). | |
| - [Structured-QA](https://github.com/mozilla-ai/structured-qa): A simple LLM workflow to answer questions based on structured documents. | |
| - [Speech-To-Text](https://github.com/mozilla-ai/speech-to-text): Transcribe audio files using Speaches, developed in collaboration with [EleutherAI](https://www.eleuther.ai/). | |
| - [Speech-To-Text Alignment](https://github.com/mozilla-ai/speech-to-text-alignment): Align / Bias Speech-to-Text models to a predefined set of words or phrases. | |
| - [Speech-To-Text Finetune](https://github.com/mozilla-ai/speech-to-text-finetune): Create your own Speech-to-Text model tailored for your specific language & use-case. | |
| - [Fake-Audio-Detection](https://github.com/mozilla-ai/fake-audio-detection): Train and deploy an ML model that detects synthetic audio, developed in collaboration with [UncovAI](https://uncovai.com/) | |
| - [OpenStreetMap AI Helper](https://github.com/mozilla-ai/osm-ai-helper): Map Features in OpenStreetMap with Computer Vision. | |
| - [Federated Finetuning](https://github.com/mozilla-ai/federated-finetuning): Finetune a language model with federated AI, developed in collaboration with [Flower](https://flower.ai/). | |
| - [Build Your Own Timeline Algorithm](https://github.com/mozilla-ai/byota): An approach to personal, local timeline algorithms that people can either run out-of-the-box or customize. | |
| Also, check out the Blueprints created by the community: | |
| - [LLM Document Parser](https://github.com/oronadavid/llm-document-parser): A locally runnable pipeline for parsing structured data from scanned or digital documents using open-source OCR and LLMs. | |
| Would you like to build your Blueprints? Use our template: | |
| - [Blueprint template](https://github.com/mozilla-ai/Blueprint-template) | |
| ### 🐊 Lumigator | |
| [Lumigator](https://github.com/mozilla-ai/lumigator) is an open-source platform developed to help users select the most suitable language model for their specific needs | |