structured-output

MLX Omni Server is a local inference server powered by Apple's MLX framework, specifically designed for Apple Silicon (M-series) chips. It implements OpenAI-compatible API endpoints, enabling seamless integration with existing OpenAI SDK clients while leveraging the power of local ML inference.

tools tts openai stt mlx structured-output openai-api genai function-calling

UpdatedOct 20, 2025
Python

teilomillet /gollm

Star610

Unified Go interface for Language Model (LLM) providers. Simplifies LLM integration with flexible prompt management and common task functions.

go golang ai openai language-model structured-output groq dspy llm prompt-engineering generative-ai anthropic genai prompt-optimization generative-ai-tools

UpdatedJul 8, 2025
Go

jbexta /AgentPilot

Star523

A versatile workflow automation platform to create, organize, and execute AI workflows, from a single LLM to complex AI-driven workflows.

python agent gui ai workflow-engine agi artificial-intelligence gemini openai copilot workflow-automation claude desktop-assistant structured-output realtime-api copilot-chat windows-copilot tool-calling

UpdatedJul 9, 2025
Python

deveix /react-native-apple-llm

Star297

React Native Apple LLM plugin using Foundation Models

nlp react-native text-generation structured-output react-native-plugin zod foundation-models local-llm offline-ai react-native-ai apple-intelligence apple-foundation-models react-native-apple apple-llm react-native-llm apple-llm-integration react-native-apple-llm react-native-local-llm react-native-apple-intelligence

UpdatedNov 1, 2025
Swift

msoedov /validex

Star147

Simplifies the retrieval, extraction, and training of structured data from various unstructured sources.

structured-output structured-data-extraction llm-extraction

UpdatedOct 22, 2025
Python

samchon /openapi

Sponsor

Star119

OpenAPI definitions, converters and LLM function calling schema composer.

typescript ai mcp swagger openapi gemini llama claude nestjs structured-output openapi-generator openapi-validator openapi-generators nestia llm chatgpt typia deepseek llm-function-call model-context-protocol

UpdatedDec 18, 2025
TypeScript

ItzCrazyKns /Epoch

Star82

Where conversations become interfaces.

ai chatbot webui epoch conversational-ai structured-output interactive-ui ai-chat llm generative-ui

UpdatedNov 16, 2025
TypeScript

longtail-labs /cigs

Star64

🚬 cigs are chainable Ai functions for typescript. Call functions with natural language and get a response back in a specified structure. Uses OpenAI's latest Structured Outputs.

agent typescript ai openai agents structured-output openai-api

UpdatedAug 26, 2024
TypeScript

nicococo /tilitools

Star43

[ti]ny [li]ttle machine learning [tool]box - Machine learning, anomaly detection, one-class classification, and structured output prediction

python machine-learning anomaly-detection one-class-learning structured-output

UpdatedDec 2, 2018
Jupyter Notebook

synacktraa /tool-parse

Star30

Making LLM Tool-Calling Simpler.

python-3 structured-output llm function-calling tool-calling

UpdatedOct 3, 2024
Jupyter Notebook

dowhiledev /semantix

Star27

(Discontinued) Non-Pydantic, Non-JSON Schema, efficient AutoPrompting and Structured Output Library

python structured-output llm autoprompt semantic-typing meaning-typed

UpdatedMay 20, 2025
Jupyter Notebook

sgaunet /perplexity-go

Sponsor

Star24

A comprehensive Go client library for the Perplexity AI API with support for chat completions, async jobs, streaming, multimodal messages, structured outputs, and web search integration

go golang library streaming ai async api-client web-search structured-output multimodal perplexity perplexity-ai

UpdatedDec 1, 2025
Go

MiXaiLL76 /n8n-nodes-sgr-tool-calling

Star23

Hybrid Schema-Guided Reasoning (SGR) has agentic system design created by neuraldeep community

agent research openai structured-output sgr n8n n8n-nodes llm function-calling deep-research deep-research-agent schema-guided-reasoning

UpdatedDec 4, 2025
TypeScript

call518 /LogSentinelAI

Star21

🔍Declarative LLM-powered analyzer for security events and system logs. Extracts, structures, and visualizes data for Kibana/Elasticsearch.

linux security elasticsearch kibana ai monitoring system log realtime remote apache analyzer visualizer openai structured-output severity-analysis llm vllm ollama ai-log-analysis

UpdatedDec 16, 2025
Python

firecrawl /openai-structured-outputs-with-firecrawl

Star18

This repository demonstrates how to leverage OpenAI's GPT-4 models with JSON Strict Mode to extract structured data from web pages. It combines web scraping capabilities from Firecrawl with OpenAI's advanced language models to create a powerful data extraction pipeline.

json openai structured-output llm firecrawl

UpdatedAug 14, 2024
Python

graphgeeks-lab /odsc-agentic-ai-summit-2025

Star16

Code from the ODSC Agentic Graph RAG workshop combining vector, FTS & graph retrieval for RAG. Includes observability and guardrails for evaluating outputs.

agent graph-database full-text-search fts structured-output baml vector-search vector-database hybrid-search llm kuzu lancedb graph-rag graphrag hybrid-rag