Popular GitHub Repositories for Structured Signals

? Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API.

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database?.

Structured Text Generation

structured outputs for llms

LangGPT: Empowering everyone to become a prompt expert!? Structured Prompt，Language of GPT, 结构化提示词，结构化Prompt

Fast and Accurate ML in 3 Lines of Code

Turn any webpage into structured data using LLMs

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

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

Document (PDF, Word, PPTX ...) extraction and parse API using state of the art modern OCRs + Ollama supported models. Anonymize documents. Remove PII. Convert any document or picture to structured JSON or Markdown

LiveStore is a next-generation state management framework based on reactive SQLite and built-in sync engine.

SDG is a specialized framework designed to generate high-quality structured tabular data.

TransmogrifAI (pronounced tr?ns-m?g?r?-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

Resource list for generating JSON using LLMs via function calling, tools, CFG. Libraries, Models, Notebooks, etc.

Document intelligence framework for Python - Extract text, metadata, and structured data from PDFs, images, Office documents, and more. Built on Pandoc, PDFium, and Tesseract.

scAR (single-cell Ambient Remover) is a deep learning model for removal of the ambient signals in droplet-based single cell omics

Turn Chinese natural language into structured data 中文自然语言理解

Synthetic data curation for post-training and structured data extraction

Intelligent Trading Bot: Automatically generating signals and trading based on machine learning and feature engineering

Open-source platform for extracting structured data from documents using AI.