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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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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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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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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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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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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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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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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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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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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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Evaluation
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Model Training
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Synthetic Data Detection
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Agents
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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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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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Finetuning
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Local AI
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Federated Learning
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LLM Integration