A tiny template string logger with structured output
Elyra extension for Laravel AI SDK -- agents, sub-agents, tools, structured output, embeddings, and more
Structured Output module for SparrowStack
Conclave AI OpenAI agent — wraps the OpenAI SDK with strict-JSON-schema structured output.
Conclave AI Gemini agent — wraps @google/genai with responseSchema structured output. Long-context slot per decision #10.
Smart terminal wrapper for AI agents and humans — structured output, token compression, MCP server, natural language
Unified LLM API for Anthropic, OpenAI, Google, and DeepSeek. Streaming, retry/backoff, structured output, token normalization. © Diabolical Labs
TypeScript types for ShapeShyft API - LLM structured output platform
Conclave AI Grok agent — OpenAI-wire-compatible, routes to xAI's api.x.ai/v1 with strict-JSON-schema structured output.
Agent-first fal.ai image generation CLI with structured output, dry runs, history, series, and terminal studio mode.
Modern LLM integration framework for TypeScript with tool support and structured output generation
MCP server exposing structured-output-repair tools
Core provider interfaces, typed errors, events, redaction, and structured output helpers for Conduit.
> "One function. Any model. Perfectly structured output — every time."
AI agent node that can handle structured output
Validate, repair, retry LLM structured output (JSON / YAML / TOML / Python literal) — 15-strategy two-pass repair chain with Zod adapter.
Convert Zod schemas to OpenAI structured output compatible schemas
Lemon AI Agent — spawn specialist agents from Node.js APIs with tools, streaming, and structured output
A powerful CLI command execution MCP server that enables running shell commands with structured output
Structured output generation for transformers.js using llguidance
OpenAI adapter for rot-balance — GPT-4o, o1, o3, o4-mini support with structured output and streaming
METAR parser with structured output for international reports
Convert Typebox schema to OpenAI API schema for structured output
Typed SDK for the Builderforce.ai LLM gateway — chat completions with tool-calling and structured output, embeddings, image generation, models, and usage analytics over an OpenAI-compatible surface.
A library for structured CLI output that can be displayed as either printed lines or JSON.
Typed OpenAI Chat Completions
Structured-output enforcer for LLM responses. Repair + validate + (optional) retry-with-LLM. BYO-LLM, BYO-schema.
Rust SDK for OpenAI-compatible ecosystem
Engine-agnostic Task abstraction for LLM structured-output: Task trait + Grammar (JSON Schema, Lark, Regex) + ImageAnalysis
Qwen3-VL vision-language structured-output engine over mistralrs, implementing the engine-agnostic llmtask::Task contract
Coerce LLM JSON values to a simple field-schema: string->int, bool, float; strip wrapper objects; fill defaults. Forgiving structured-output recovery.
A minimalist Ollama Rust SDK that provides the most basic functionality for interacting with Ollama
Get structured, validated data out of LLMs as native Rust structs and enums. Derive a type and rstructor generates the JSON Schema, prompts the model, parses the reply, and retries on validation errors — across OpenAI, Anthropic Claude, Google Gemini, and xAI Grok. The Rust answer to Python's Pydantic + Instructor.
A lightweight, modular framework for building AI agent pipelines with structured LLM outputs
Proc macros for atomic-agents (IOSchema derive)
Pipeline interpreter for atomic-agents visual pipelines
Generates and outputs table structured data. Useful to stream CSV.
Output filter plugin to convert to a flat structure the JSON that is nest
adapted pclint output to our directory structure.
Extension of Ruby’s standard Logger for advanced, structured logging. Includes log entry attributes, context isolation, customizable formatters, flexible output devices, and testing tools.
A sane API for working with datatables data structures and javascript output
A drop-in replacement for RSpec's built-in JSON formatter that adds structured test failure data, making it easy to programmatically analyze test results.
Gaussian (http://gaussian.com/) is one of the most popular general purpose computational chemistry software packages. The output genearated by it contains a lot of data which should be structured properly before evaluation. The purpose of the Gaussian Parser is to perform routine operations for better and faster log data processing. Currently it's able to parse the output file and process the data for - Distance matrix - Molecular Orbital Coefficients - Harmonic frequencies
NdcTree is a library outputs a list of NDC(Nippon Decimal Classification) as a tree-structured data.
Dive into the world of Python-based structured extraction, empowered by OpenAI's cutting-edge function calling API. Instructor stands out for its simplicity, transparency, and user-centric design. Whether you're a seasoned developer or just starting out, you'll find Instructor's approach intuitive and its results insightful.
A simple, dependency-free Ruby library to parse the output of Bash's `declare -p` command, converting shell variables into corresponding Ruby types like String, Integer, Array, and Hash.
Simple and powerful way to work with LLM structured outputs in Rails. Supports OpenAI and Anthropic with automatic validation, caching, and Rails integration.
API data structure generated from Markdown files
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