Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling
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Jul 25, 2026 - Python
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docling
Here are 195 public repositories matching this topic...
Hybrid RAG system combining vector search, knowledge graph (LightRAG), and cross-encoder reranking — with Docling document parsing, visual intelligence (image/table captioning), agentic streaming chat, and inline citations. Powered by Gemini or local Ollama models.
react streaming citation gemini knowledge-graph knowledge-base reranking rag fastapi vector-search document-parsing chromadb retrieval-augmented-generation ollama docling lightrag
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Apr 20, 2026 - Python
A Python package for converting PDFs to markdown while extracting images and tables, generate descriptive text descriptions for extracted tables/images using several LLM clients. And many more functionalities. Markdrop is available on PyPI.
open-source pdf-to-text image-to-text marker agents pypi-package table-to-text markitdown llm pdf-to-markdown docling markdrop
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Mar 18, 2026 - Python
Collection of PDF parsing libraries like AI based docling, claude, openai, gemini, meta's llama-vision, unstructured-io, and pdfminer, pymupdf, pdfplumber etc for efficient snapshot, text, table, and metadata extraction.
ocr openai claude camelot pymupdf pypdf ocr-python markitdown gemini-pro gemini-ai llama-parse omniai unstructured-io docling llama-vision mistral-ocr smoldocling llama4
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Apr 21, 2026 - Python
Transform unstructured documents into validated, rich and queryable knowledge graphs.
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Jul 22, 2026 - Python
Python, LlamaIndex, LangChain, Docker Compose: 15 Property Graph, 4 RDF , 10 Vector, OpenSearch, Elasticsearch, Alfresco DBs. 13 data sources (9 auto-sync), KG auto-building, Ontologies, LLMs, Docling, LlamaParse, LiteParse, GraphRAG, RAG, Hybrid Search, AI Chat. TypeScript React, Vue, Angular frontends, FastAPI REST, MCP Server, optional Langflow.
neo4j knowledge-graph alfresco semantic-search document-processing rag hybrid-search arcadedb ai-chat langchain llamaindex langflow falkordb llamaparse graphrag docling mcp-server ai-context-management ladybugdb liteparse
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Jul 23, 2026 - Python
PDFStract - Extract, Chunking and Embedding Layer in Your RAG Pipeline - Available as CLI - WEBUI - API
pdf ocr ai knowledgebase data-extraction chunking dataengineering unstructured rag rag-pipeline docling pdfconversion
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Mar 18, 2026 - Python
Open-source toolkit for reliable RAG pipelines: convert PDFs to Markdown, clean documents, inspect chunks, compare chunking strategies, and enrich metadata for LLM applications.
markdown chunking document-processing document-extraction rag pdf-processing chunking-algorithm text-splitter llms langchain retrieval-augmented-generation rag-evaluation rag-pipeline pdf-to-markdown chonkie docling document-chunking semantic-chunker chunk-validation rag-chunk
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Jul 25, 2026 - Python
Docling with Ollama - RAG on Local Files with Local Models
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Jan 1, 2025 - Python
Self-healing PDF extraction that flags what it can't read instead of dropping it — and now certifies any extractor's output, catching silently-dropped pages. #2 of all tools, #1 free on opendataloader-bench (0.903). 7-tool MCP. MIT, free.
python pdf ocr mcp self-healing structured-extraction rag pdf-to-json pdf-extraction ai-agent llm document-parsing pdf-to-markdown docling opendataloader
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Jul 25, 2026 - Python
A python library and CLI tool to convert PDF files to CSV files.
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Jan 6, 2025 - Python
DocChat is an AI-powered Multi-Agent RAG system using Docling for structured document parsing and BM25 + vector search retrievers to retrieve fact-checked answers from PDFs, DOCX, and text files, preventing hallucinations. 🚀
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Oct 6, 2025 - Python
Enterprise-grade document parsing service with asynchronous queue processing based on MinerU, Celery and Docker.
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Jul 15, 2026 - Python
Privacy-first document intelligence engine — parse PDFs, DOCX, PPTX, XLSX & CSV into AI-ready chunks for RAG pipelines. Includes HITL review, 3-layer memory chat, and a production FastAPI server.
python ocr parsing openai chunking human-in-the-loop pdf-parser rag fastapi vector-database document-intelligence llm document-parsing langchain retrieval-augmented-generation docling
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May 5, 2026 - Python
Autonomous agent networks for task automation that requires multi-step reasoning
orchestration-framework python3 networkx graph-theory matplotlib multi-agent-systems autonomous-agents pygraphviz self-directed-learning rag pydantic multi-step-reasoning langchain litellm agentic-ai composiotool mem0ai docling
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Sep 1, 2025 - Python
把 PDF/Word/TXT/Markdown 教材浓缩成交互式 HTML 复习文档的 Claude Code / Codex CLI Skill。自动识别文科/理工科模式，5-pass 深度提取，原生支持扫描版 PDF OCR。v1.2 用 pdfium 后端修复 docling std::bad_alloc 崩溃，大 PDF 稳定提取。
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Jun 27, 2026 - Python
OnnxTR OCR plugin for Docling
ocr deep-learning text-recognition text-detection document-processing onnx onnxruntime docling onnxtr
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Jun 28, 2026 - Python
Advanced PDF/Document Translator with interactive comparison. Built on IBM Docling.
python nlp html pdf docs translation ai pdf-converter docx pptx pdf-to-text tables yanolja document-parser huggingface streamlit llm docling qwen3 lfm2
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Jan 5, 2026 - Python
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