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Starred repositories
DSPY on action with OpenSource LLMs.
Template Language for SQL with Automatic Bind Parameter Extraction
FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, le…
Question and Answer based on Anything.
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
A modular graph-based Retrieval-Augmented Generation (RAG) system
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
APIs of DeepEye. DeepEye: Towards Automatic Data Visualization [ICDE 2018]
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
The Open Source Memory Layer For Autonomous Agents
☁️ Build multimodal AI applications with cloud-native stack
Build and query dynamic, temporally-aware Knowledge Graphs
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Letta (formerly MemGPT) is a framework for creating LLM services with memory.
Start building LLM-empowered multi-agent applications in an easier way.
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
A Comprehensive Toolkit for High-Quality PDF Content Extraction
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
Official code implementation of General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model
Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting yo…
A high-quality tool for convert PDF to Markdown and JSON.一站式开源高质量数据提取工具，将PDF转换成Markdown和JSON格式。
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
A knowledge graph RAG app using LangChain and Neo4j.
SuperSonic is the next-generation AI+BI platform that unifies Chat BI (powered by LLM) and Headless BI (powered by semantic layer) paradigms.
SoTA LLM for converting natural language questions to SQL queries
AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents