Text Processing
Extract structured information from text documents
Multi-Modal
Work with images and other media types
Data Tools
Integrate with databases and data processing tools
Deployment
Options for local and cloud deployment
Our cookbooks demonstrate how to use Instructor to solve real-world problems with structured outputs. Each example includes complete code and explanations to help you implement similar solutions in your own projects.
Text Processing¶ Classification Examples¶ Document Processing¶ Multi-Modal Examples¶ Vision Processing¶ Multi-Modal Processing¶ Example Description Use Case Gemini Multi-Modal Process text, images, and other data Mixed-media analysis Database Integration¶ Streaming and Processing¶ API Integration¶ Observability & Tracing¶ Example Description Use Case Langfuse Tracing Open-source LLM engineering Observability & Debugging Deployment Options¶ Model Providers¶ Local Deployment¶ Example Description Use Case Ollama Integration Local open-source models Privacy-focused applications Stay Updated¶Subscribe to our newsletter for updates on new features and usage tips:
Looking for more structured learning? Check out our Tutorial series for step-by-step guides.
RetroSearch is an open source project built by @garambo | Open a GitHub Issue
Search and Browse the WWW like it's 1997 | Search results from DuckDuckGo
HTML:
3.2
| Encoding:
UTF-8
| Version:
0.7.4