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Blueprints
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Mozilla.ai
Build an Agent
Evaluate surf-spot finding
Compare agent frameworks on finding the best surf spot
This Blueprint demonstrates how to build a task-specific agent and compare different agent frameworks for a given use case, like finding a surfing spot.
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Blueprints
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Partner
Train Model
Detect synthetic audio
Train a model for synthetic audio detection
This blueprint guides you through training and using a machine learning model that effectively detects synthetic and modified audio content.
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Blueprints
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Partner
Audio File
Transcript
Transcribe Audio Files with Open-Source Whisper Models
This Blueprint shows you how to transcribe audio files using open-source Whisper models via Speaches, a self-hosted server that mimics the OpenAI Whisper API.
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Blueprints
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Document
Markdown
Convert documents to markdown format
This blueprint guides you to convert unstructured documents to Markdown format using the Docling command-line interface.
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Blueprints
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Mozilla.ai
Fetch Posts & Generate Embeddings with LLM
Personalized Timeline
Build Your Own Timeline Algorithm
This blueprint introduces an approach to personal, local timeline algorithms that people can either run out-of-the-box or customize.
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Blueprints
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Federated AI
LLM
Finetune an LLM using Federated AI
This Blueprint demonstrates how to finetune LLMs using federated AI with Flower, enabling collaboration on private datasets without sharing raw data
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Blueprints
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Mozilla.ai
CompVis
Map Features
Map Features in OpenStreetMap with Computer Vision
This Blueprint shows you how to fine-tune an object detection model to map features in OpenStreetMap, with human verification.
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Blueprints
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Mozilla.ai
Speech
Document
Finetune a speech recognition model for your voice
This Blueprint demonstrates how to fine-tune a Speech-To-Text model in your own language using CommonVoice data and your own voice data.
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Blueprints
Made by
Mozilla.ai
Document
Q&A
Query structured documents using a lightweight LLM workflow
This Blueprint demonstrates how to use open-source models and a simple LLM workflow to answer questions based on structured documents.
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Blueprints
Made by
Mozilla.ai
Document
Podcast
Create your own tailored podcast using your documents
This blueprint demonstrates how you can use open-source models & tools to convert input documents into a podcast featuring two speakers.
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