Repository Index

Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.

• ocr
• chineseocr
• pdf2markdown
• pp-ocr

A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.

• llm
• nlp
• python
• gemini-ai

817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 29 security domains · Apache 2.0

• ai-agents
• claude-code
• cybersecurity
• incident-response

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.

• agent
• ai
• long-short-term-memory
• memory

Structured Outputs

• generative-ai
• llms
• prompt-engineering
• symbolic-ai

🦉 Data Versioning and ML Experiments

• data-science
• machine-learning
• reproducibility
• data-version-control

Official repo for paper "Structured 3D Latents for Scalable and Versatile 3D Generation" (CVPR'25 Spotlight).

• 3d
• 3d-generation
• image-to-3d
• text-to-3d

structured outputs for llms

• openai
• python
• pydantic-v2
• openai-functions

Fast and Accurate ML in 3 Lines of Code

• automl
• machine-learning
• data-science
• deep-learning

The Sphinx documentation generator

• python
• documentation
• documentation-tool
• sphinx

Trio – a friendly Python library for async concurrency and I/O

• python
• async
• async-await
• networking

Simple, powerful, and fast logging for Python.

• python
• logging
• structured-logging

ReText: Simple but powerful editor for Markdown and reStructuredText

• markdown
• markdown-editor
• restructuredtext
• editor

Simple structured learning framework for python

WeVisDoc is an end-to-end document parser for page images. Fine-tuned from Qwen3-VL-2B-Instruct and Qwen3-VL-4B-Instruct, it turns a page into structured Markdown, with LaTeX formulas and HTML tables.

斑海豹 — Phocinae-Largha-150M-v1: a 144.3M bilingual decision model. Tiny model. Big decisions. 小海豹，大决断。

• bilingual
• calibration
• cpu-inference
• decision-making

Romanian and Ukrainian child-safety structured-check toolkit and synthetic research records

MeetDo — open-source Meeting-to-Action AI by 筑听 · JKinco Listen. Self-hosted live meetings, local ASR/LLM, structured minutes, DOCX/PDF.

• docker
• fastapi
• funasr
• local-first

The World's Most Comprehensive, Authoritative, and Structured Open Source Data Source Knowledge Base

• mcp
• data-sources
• ai
• awesome-list

Implementation of the paper -> https://arxiv.org/abs/1709.00155. For converting information present in the form of structured data into natural language text

reStructuredText linter

Add logfmt structured logging using the stdlib logging module and without changing a single log call.

• python
• logfmt
• logging
• structured

PDF extraction that audits its own output — and certifies any other extractor's, catching pages they silently dropped. Verify signed manifests offline: free, MIT, no account. 0.903 on opendataloader-bench, #2 of 8 engines. 7-tool MCP server.

• llm
• mcp
• ocr
• pdf

A structured, multi-agent Claude Code learning environment for mastering Retrieval-Augmented Generation (RAG)