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README.md
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---
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## What we're working on:
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- [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.
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- [llamafile](https://github.com/mozilla-ai/llamafile): Distribute and run LLMs with a single file.
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- [encoderfile](https://github.com/mozilla-ai/encoderfile): Encoderfile packages transformer encoders into a single, self-contained executable.
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- [WASM Agents](https://github.com/mozilla-ai/wasm-agents-blueprint): Blueprint demonstrating how to run AI agents directly in the browser using WebAssembly (WASM).
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- [Surf Spot Finder](https://github.com/mozilla-ai/surf-spot-finder): Blueprint for comparing agent frameworks on finding the best surf spot.
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- [Document-to-podcast](https://github.com/mozilla-ai/document-to-podcast): Convert input documents into a podcast featuring multiple speakers.
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- [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/).
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- [Structured-QA](https://github.com/mozilla-ai/structured-qa): A simple LLM workflow to answer questions based on structured documents.
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- [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/).
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- [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.
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- [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.
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- [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/)
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- [OpenStreetMap AI Helper](https://github.com/mozilla-ai/osm-ai-helper): Map Features in OpenStreetMap with Computer Vision.
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- [Federated Finetuning](https://github.com/mozilla-ai/federated-finetuning): Finetune a language model with federated AI, developed in collaboration with [Flower](https://flower.ai/).
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- [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.
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Also, check out the Blueprints created by the community:
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- [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.
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Would you like to build your Blueprints? Use our template:
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- [Blueprint template](https://github.com/mozilla-ai/Blueprint-template)
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### 🐊 Lumigator
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[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
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---
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<p align="center">
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<a href="https://mozilla.ai">
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<img src="./mozilla-ai-logo.svg" alt="Mozilla.ai logo" width="280" />
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</a>
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</p>
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We’re building a future where AI works for you.
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At [mozilla.ai](https://mozilla.ai), we believe the next generation of AI solutions should be trustworthy, transparent, and controllable. That’s why we’re creating the infrastructure and products to build intelligent systems that align with your goals.
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<p>
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<a href="https://www.linkedin.com/company/mozilla-ai/"><img src="./social-icons/linkedin.svg" alt="LinkedIn" width="18" /></a>
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<a href="https://x.com/mozillaAI"><img src="./social-icons/x.svg" alt="X" width="18" /></a>
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<a href="https://bsky.app/profile/mozilla.ai"><img src="./social-icons/bluesky.svg" alt="Bluesky" width="18" /></a>
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<a href="https://mastodon.social/@MozillaAI"><img src="./social-icons/mastodon.svg" alt="Mastodon" width="18" /></a>
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<a href="https://discord.gg/4gf3zXrQUc"><img src="./social-icons/discord.svg" alt="Discord" width="18" /></a>
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<a href="https://github.com/mozilla-ai"><img src="./social-icons/github.svg" alt="GitHub" width="18" /></a>
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</p>
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## Products and platforms:
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- [any-llm.ai](https://any-llm.ai): Simplified Management and Analytics for all your LLM Providers
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- [Octonous](https://octonous.com): Make AI Useful For Your Everyday Work
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## What we're working on:
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- [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.
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- [llamafile](https://github.com/mozilla-ai/llamafile): Distribute and run LLMs with a single file.
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- [encoderfile](https://github.com/mozilla-ai/encoderfile): Encoderfile packages transformer encoders into a single, self-contained executable.
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## Latest news
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<!-- latest-news:start -->
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- News updates are published from our Ghost blog.
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<!-- latest-news:end -->
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