Popular GitHub Repositories for Avro Schema

Run AI models locally on your machine with node.js bindings for llama.cpp. Enforce a JSON schema on the model output on the generation level

Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019

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

Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips

Schema-Guided Reasoning (SGR) is a technique that guides large language models (LLMs) to produce structured, clear, and predictable outputs by enforcing reasoning through predefined steps. By creating a specific schema (or structured template), you explicitly define:

This repository contains the implementation of AutoSchemaKG, a novel framework for automatic knowledge graph construction that combines schema generation via conceptualization.

A tool for generating function arguments and choosing what function to call with local LLMs

Ravyn combines performance, type safety, and elegance. A next-generation async Python framework for APIs, microservices, and web applications.

Laravel code generation, perfected

Faster structured generation

An open-source Text2SQL tool that transforms natural language into SQL using graph-powered schema understanding. Ask your database questions in plain English, QueryWeaver handles the weaving.

?? RumbleDB 1.22.0 "Pyrenean oak" ? for Apache Spark | Run queries on your large-scale, messy JSON-like data (JSON, text, CSV, Parquet, ROOT, AVRO, SVM...) | No install required (just a jar to download) | Declarative Machine Learning and more

RSL-SQL: Robust Schema Linking in Text-to-SQL Generation

[WWW 2025] A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.

GenAI & agent toolkit for Apple Silicon Mac, implementing JSON schema-steered structured output (3SO) and tool-calling in Python. For more on 3SO: https://huggingface.co/blog/ucheog/llm-power-steering

Making ENS domains Google-visible - Open-source architecture for Web3 identity SEO and Knowledge Panel optimization

BeaconatorC2 is a framework for red teaming and adversarial emulation, providing a full-featured management interface, along with a catalog of beacons and a clear schema to add more beacons over time.

Helper functions to generate JSON schema dicts for OpenAI ChatGPT function calling requests.

Zero‑friction codegen for Drizzle ORM. Analyze your schema. Generate validation, services, and routers — fast.

Python library for the instruction and reliable validation of structured outputs (JSON) of Large Language Models (LLMs) with Ollama and Pydantic. -> Deterministic work with LLMs.