Blueprints are customizable workflows that help developers build AI applications using open-source solutions.
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April 22, 2025
Blueprints
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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April 22, 2025
Blueprints
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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March 14, 2025
Blueprints
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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March 10, 2025
Blueprints
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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March 4, 2025
Blueprints
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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February 18, 2025
Blueprints
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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January 23, 2025
Blueprints
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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January 17, 2025
Blueprints
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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Blueprints
Train Model
Detect synthetic audio
Train a model for synthetic audio detection
This blueprint guides you through training and deploying a machine learning model that effectively detects synthetic and modified audio content.