Blueprints are customizable workflows that help developers build AI applications using open-source solutions.

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April 22, 2025
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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
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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
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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
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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
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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
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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
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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
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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.

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Model Training
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Synthetic Data Detection
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OCR
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Agents
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BYOTA
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Finetune STT with your voice
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Map Features in OSM with CV
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Finetune LLM using Federated AI
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Embedding
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Federated AI
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Image Segmentation
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Object Detection
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Automatic Speech Recognition
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Speech-to-Text
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Query structured documents Q&A
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Emails
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Newsletter
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Podcast
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Community
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Events
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Discord
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Data Extraction
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User-Interface
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Performance Optimization
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LLM Inference
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Language Modelling
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Text-to-Text
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Text-to-Speech
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LLM
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Email
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Podcast personalities
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Document-to-podcast
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Blueprints
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Use Cases
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English
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General Language
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Multilingual
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Audio
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Text
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Finetuning
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Local AI
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Federated Learning
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LLM Integration
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