Instructor
Instructor is an open-source library designed to simplify the process of structuring outputs from large language models (LLMs).
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Our verdict
Who it's for
Effortlessly structure large language model outputs with Python and TypeScript.
Who should look elsewhere
Requires familiarity with Pydantic or Zod for schema definition
Pros
- +Greatly simplifies LLM output parsing and validation
- +Reduces development time by eliminating manual parsing logic
- +Improves reliability and robustness of LLM integrations
- +Supports multiple programming languages and LLM providers
- +Open-source and actively maintained
Cons
- −Requires familiarity with Pydantic or Zod for schema definition
- −Adds another dependency to the project
- −Debugging issues with schema adherence might require understanding LLM behavior
Key features
- ✓Define output schemas with Pydantic (Python) or Zod (TypeScript)
- ✓Automatic re-asking for invalid LLM responses
- ✓Supports various LLM providers (OpenAI, Anthropic, Google, etc.)
- ✓Type-safe output parsing
- ✓Integration with existing LLM client libraries
- ✓Declarative schema definition
Pricing
No public pricing plans recorded.
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