Examples
Ready-to-use code examples and sample implementations for common use cases.
Pages
- Audio Processing - This guide demonstrates comprehensive audio processing capabilities using Chutes, from basic audio manipulation to advanced machine learning tasks like speech r...
- Batch Processing - This example shows how to efficiently process multiple inputs in a single request, optimizing GPU utilization and reducing API overhead for high-throughput scen...
- Custom Chute Complete - This guide demonstrates building a comprehensive text analysis service that combines multiple AI models for sentiment analysis, entity recognition, text classif...
- Custom Images - This guide demonstrates how to build custom Docker images for specialized use cases and advanced configurations in your Chutes applications....
- Custom Training - This guide demonstrates how to train custom machine learning models using Chutes, from data preparation through deployment of the trained models....
- Embeddings - This guide demonstrates how to build powerful text embedding services using Text Embeddings Inference (TEI), enabling semantic search, similarity analysis, and ...
- Image Generation - This guide demonstrates how to build powerful image generation services using state-of-the-art diffusion models like FLUX.1. You'll learn to create a complete i...
- Llm Chat - This guide shows how to build powerful chat applications using Large Language Models (LLMs) with Chutes. We'll cover both high-performance VLLM serving and flex...
- Multi Model Analysis - This guide demonstrates how to build sophisticated analysis systems that combine multiple AI models to provide comprehensive insights from text, images, audio, ...
- Music Generation - This guide demonstrates how to build a sophisticated music generation service using DiffRhythm, capable of creating music from text prompts and lyrics with adva...
- Semantic Search - This guide demonstrates how to build a complete semantic search application using text embeddings with Chutes. We'll create a search system that understands mea...
- Simple Text Analysis - This example shows how to build a basic text analysis service using transformers and custom API endpoints. Perfect for getting started with custom Chutes....
- Streaming Responses - This example shows how to create streaming API endpoints that send results in real-time as they become available. Perfect for long-running AI tasks where you wa...
- Streaming - Note: This content has been moved to Streaming Responses....
- Text To Speech - This guide demonstrates how to build a sophisticated text-to-speech (TTS) service using CSM-1B (Conversational Speech Model), capable of generating natural-soun...
- Video Generation - This guide demonstrates how to build a sophisticated video generation service using Wan2.1-14B from Alibaba, capable of generating high-quality videos from text...