Projects in Awesome Lists tagged with structured-outputs
A curated list of projects in awesome lists tagged with structured-outputs .
https://github.com/cubist38/mlx-openai-server
A high-performance API server that provides OpenAI-compatible endpoints for MLX models. Developed using Python and powered by the FastAPI framework, it provides an efficient, scalable, and user-friendly solution for running MLX-based vision and language models locally with an OpenAI-compatible interface.
apple-silicon fastapi flux image-generation mlx mlx-lm mlx-vlm openai-compatible queue speech-recognition structured-outputs tool-calling vision-api whisper
Last synced: 01 Apr 2026
https://github.com/velocitybolt/open-extract
Structured Data Extractor for AI Agents. Search your documents or the web for specific data and get it back in JSON or Markdown in a single tool call.
agent-tools ai autogen context-aware context-aware-structured-outputs crewai etl etl-automation etl-framework langchain langgraph llm openai python rag structured-outputs unstructured-data
Last synced: 03 Apr 2025
https://github.com/drivly/ai
Agentic Workflow Platform to do Business-as-Code and deliver economically valuable work through simple APIs and SDKs
actions agent agentic agents ai functions integrations llm nextjs payload platform sdk searches structured-outputs triggers typescript workflows
Last synced: 12 Apr 2025
https://github.com/cameronking4/deepseek-r1-structured-outputs
This project demonstrates how to get structured outputs from Deepseek R1 reasoning model and do tool calling using an OpenAI summarization step. It's made using Next.js serverless routes and uses shadcn/ui for the frontend.
deepseek deepseek-r1 openai structured-outputs tool-calling tool-use
Last synced: 16 May 2026
https://github.com/piotrmaciejbednarski/structllm
Universal Python library for Structured Outputs with any LLM provider
ai anthropic json-schema litellm llm openai pydantic structured-output structured-outputs
Last synced: 31 Jul 2025
https://github.com/jamesmcroft/openai-structured-outputs-with-dotnet
Experiment using JsonSchemaExporter in .NET 9 to improve developer experience with OpenAI's Structured Outputs
azure azure-openai dotnet openai structured-outputs
Last synced: 04 Mar 2026
https://github.com/r-larch/openai.jsonschema
OpenAi.JsonSchema is a lightweight library for generating valid JSON Schema for OpenAI models' Structured Outputs feature. It supports a wide range of types, ensures compatibility with OpenAI's JSON Schema format, and leverages C# descriptions and attributes for schema generation.
ai json-schema openai schema-generation structured-outputs
Last synced: 21 Jan 2026
https://github.com/cleanlab/tlm
Score the trustworthiness of outputs from any LLM in real-time
ai-agents ai-safety confidence-estimation data-extraction data-labeling error-detection evals evaluation guardrails hallucination hallucination-detection human-in-the-loop-ai llm llm-as-a-judge llm-evaluation rag structured-outputs trustworthy-ai uncertainty-quantification verifiers
Last synced: 23 Feb 2026
https://github.com/mazzasaverio/structured-output-cookbook
Fast structured data extraction from text using LLMs. Pre-built templates for common use cases + custom schema support.
docker openai pydantic-v2 python3 structured-generation structured-output structured-outputs uv validation
Last synced: 15 Apr 2026
https://github.com/yannelli/schematic
Schematic is a templating engine for Laravel that generates JSON Schema definitions from your templates.
ai laravel laravel-package structured-outputs templating-engine
Last synced: 04 Apr 2026
https://github.com/mazzasaverio/data-job-parser
Job posting parser with structured outputs
data-engineering job-parser openai pydantic-v2 structured-outputs uv
Last synced: 25 Apr 2026
https://github.com/pdavies/openai-structured-outputs-schema
Metaschema for validating OpenAI Structured Outputs schemas
jsonschema jsonschema-validator openai openai-structured-output structured-outputs
Last synced: 09 May 2026
https://github.com/simoncwang/llmspatiallayout
An extension of the LLM-based spatial layout generation from image description from https://github.com/Attention-Refocusing/attention-refocusing using OpenAI and Ollama structured outputs
attention-refocusing llm ollama openai-api structured-outputs
Last synced: 16 May 2026
https://github.com/rihoneailabs/llmcall
A lite abstraction layer for structured LLM calls
ai large-language-models litellm openai structured-outputs
Last synced: 11 Apr 2026
https://github.com/bjornmelin/codex-prompt-refinery
Local Codex CLI prompt refinery: ingest JSON/JSONL histories, dedupe, embed (OpenAI), cluster (sqlite-vec), synthesize atomic/workflow prompts via Responses API (Structured Outputs). FTS5+vector search; Streamlit UI; Typer CLI.
cli-tool embeddings openai openai-api prompt-engineering pydantic python responses-api sqlite sqlite-fts5 sqlite-vec streamlit structured-outputs typer vector-search
Last synced: 02 May 2026
https://github.com/slegarraga/tool-schema
Convert any JSON Schema into a valid tool / function calling schema for OpenAI, Anthropic, Gemini and MCP. Zero dependencies.
ai-agents anthropic function-calling gemini json-schema llm mcp openai structured-outputs tool-use
Last synced: 05 Jun 2026
https://github.com/slegarraga/llm-portability-demo
The four zero-dependency provider-portability packages (tool-schema, llm-sse, llm-errors, llm-messages) working together, end to end. Runs offline.
ai-agents anthropic example gemini llm mcp openai openai-compatible portability provider provider-portability streaming structured-outputs tool-calling typescript zero-dependencies
Last synced: 05 Jun 2026
https://github.com/haseebulhassan437/structured-output-using-langchain
Demonstrates enforcing structured outputs from LLMs using LangChain (Google Gemini & HuggingFace) with Pydantic, TypedDict, and JSON Schema. Includes standalone examples for data validation and schema‑driven text generation. Quickly run each script to see how to produce reliably formatted AI responses.
json-schema langchain llm pydantic structured-outputs typeddict
Last synced: 07 May 2026
