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

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March 14, 2025
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
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
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
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
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
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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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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