structured-output | Topic | Ecosyste.ms: Repos

Topic: "structured-output"

BoundaryML/baml

The AI framework that adds the engineering to prompt engineering (Python/TS/Ruby/Java/C#/Rust/Go compatible)

Language: Rust - Size: 200 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 3,977 - Forks: 173

teilomillet/gollm

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

Language: Go - Size: 23.8 MB - Last synced at: 16 days ago - Pushed at: about 1 month ago - Stars: 485 - Forks: 47

jbexta/AgentPilot

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

Language: Python - Size: 43.2 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 451 - Forks: 56

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.

Language: Python - Size: 4.74 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 404 - Forks: 30

msoedov/validex

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

Language: Python - Size: 413 KB - Last synced at: 21 days ago - Pushed at: 25 days ago - Stars: 143 - Forks: 11

samchon/openapi

OpenAPI definitions, converters and LLM function calling schema composer.

Language: TypeScript - Size: 4.41 MB - Last synced at: about 24 hours ago - Pushed at: 24 days ago - Stars: 107 - Forks: 7

longtail-labs/cigs

🚬 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.

Language: TypeScript - Size: 196 KB - Last synced at: 18 days ago - Pushed at: 10 months ago - Stars: 62 - Forks: 4

nicococo/tilitools

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

Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 39 - Forks: 17

synacktraa/tool-parse

Making LLM Tool-Calling Simpler.

Language: Jupyter Notebook - Size: 13 MB - Last synced at: 3 days ago - Pushed at: 8 months ago - Stars: 29 - Forks: 3

dowhiledev/semantix 📦

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

Language: Jupyter Notebook - Size: 496 KB - Last synced at: 3 days ago - Pushed at: 25 days ago - Stars: 28 - Forks: 1

mendableai/openai-structured-outputs-with-firecrawl

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.

Language: Python - Size: 1000 Bytes - Last synced at: 14 days ago - Pushed at: 10 months ago - Stars: 17 - Forks: 1

wmeints/effective-llm-applications

Learn how to build effective LLM-based applications with Semantic Kernel in C#

Language: Jupyter Notebook - Size: 2.17 MB - Last synced at: 4 days ago - Pushed at: 8 days ago - Stars: 13 - Forks: 0

Lizhecheng02/DRS

Repository for our paper "DRS: Deep Question Reformulation With Structured Output".

Language: Python - Size: 11.7 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 5 - Forks: 0

Zulko/gpt-function-decorator

Python decorator to define GPT-powered functions on top of OpenAI's structured output

Language: Python - Size: 161 KB - Last synced at: 19 days ago - Pushed at: 10 months ago - Stars: 5 - Forks: 1

TLIEPE/demo-openai-primes

Structured Output OpenAI Showcase. A Prime Numbers Calculator that demonstrates OpenAI's structured output capabilities. This repository is public because current LLM examples often use outdated API calls, and this script aims to help users quickly experiment with structured outputs.

Language: Python - Size: 8.79 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 4 - Forks: 1

TwistingTwists/json_partial

json_parser for LLM

Language: Rust - Size: 75.2 KB - Last synced at: 2 days ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

yaniv-golan/ostruct

CLI for generating structured JSON from diverse text inputs using OpenAI models. Leverages dynamic templates (powered by Jinja2), schema validation, integrated tools (Code Interpreter, File Search, MCP), and enables web search capabilities.

Language: Python - Size: 19.1 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 2 - Forks: 0

nexxtmove/json-schema-kit

Some (very) simple helper functions to write JSON Schema more concisely

Language: TypeScript - Size: 8.79 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 2 - Forks: 0

john-carroll-sw/get-item-image

This repository demonstrates how to use OpenAI's Response API (with GPT-4.1 and tool calling) to extract the main product image URL from an e-commerce product page. It provides both Python and TypeScript implementations, returning a structured output for easy integration.

Language: Python - Size: 25.9 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 2 - Forks: 0

sushant1827/Google_ADK

This repository contains examples for learning Google's Agent Development Kit (ADK), a powerful framework for building LLM-powered agents.

Language: Python - Size: 105 KB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 2 - Forks: 0

meffordh/KnowledgeHunter

Open Source Deep Research

Language: TypeScript - Size: 3.75 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

sohanemon/ai-sdk-x-openai

Utilizing Vercel AI SDK with OpenAI official library

Language: TypeScript - Size: 104 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

algunion/DescribedTypes.jl

LLM-friendly annotated Julia types.

Language: Julia - Size: 22.5 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

NemesisLW/pickup-line-generator

Pickup Line Generator is a fun and creative web application that helps you craft the perfect pickup line for your crush. Simply input a description of your crush and choose a style, and our AI-powered generator will create unique and creative pickup lines tailored to your preferences.

Language: TypeScript - Size: 2.55 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 1