OmniParse: Open-Source Universal Data Parsing for GenAI Pipelines
Modern GenAI applications consume data in many forms – PDFs, spreadsheets, images, audio recordings, and video files. Building a RAG …
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MinerU: Open-Source PDF Document Parsing and Data Extraction
PDF is the universal format for document distribution, but it is arguably the worst format for data extraction. PDFs store visual layouts — …
LightRAG: Simple and Fast Graph-Based Retrieval-Augmented Generation Framework
LightRAG is a research project from the University of Hong Kong (HKU) that reimagines retrieval-augmented generation (RAG) using knowledge …
Langflow: Visual Framework for Building Multi-Agent RAG Applications
Not everyone who needs to build AI applications should have to write Python code. For domain experts, product managers, and developers who prefer …
LangChain: The Universal Framework for LLM Application Development
Building applications with large language models is fundamentally different from traditional software development. LLMs are non-deterministic, …
Langchain-Chatchat: Open-Source Knowledge Base Q&A with LLMs
Organizations accumulate vast amounts of internal documentation – technical manuals, policy documents, research papers, and operational …