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  1. Home
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  3. /clifton/rstructor
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repoGitHubTrust 82 · PrimaryPublished yesterdayLive · yesterday

clifton/rstructor

Pydantic + Instructor for Rust: extract structured, validated data from LLMs (OpenAI GPT, Anthropic Claude, Gemini, Grok/xAI) into native Rust structs & enums. Derive macros auto-generate JSON Schema, parse responses, and retry on validation errors. Type-safe structured outputs & function calling.

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

  • PossiblePossibly related (embedding) · 56%Pydantic + OpenAI: The Cleanest Way to Get Structured Outputs from LLMs - Towards Data Science →
  • PossiblePossibly related (embedding) · 52%The C to Rust migration book →
  • PossiblePossibly related (embedding) · 48%Had an idea for a Rust editor with simple Vim mode for learning →

Covers

newsPydantic + OpenAI: The Cleanest Way to Get Structured Outputs from LLMs - Towards Data SciencenewsThe C to Rust migration booknewsHad an idea for a Rust editor with simple Vim mode for learning

Related across the graph

newsThe C to Rust migration booknewsHad an idea for a Rust editor with simple Vim mode for learningnewsPydantic + OpenAI: The Cleanest Way to Get Structured Outputs from LLMs - Towards Data Science
Knowledge path·NThe C to Rust migration book→NHad an idea for a Rust editor with simple Vim mode for learning→NPydantic + OpenAI: The Cleanest Way to Get Structured Outputs from LLMs - Towards Data Science→Rclifton/rstructor

Topics

anthropicclaudedata-extractionfunction-callinggeminigptgrokinstructorjson-schemallm

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Graph trust82Primary
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