Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling
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May 15, 2026 - Python
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docling
Here are 188 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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May 13, 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
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 or LlamaParse doc processing, GraphRAG, RAG only, Hybrid Search, AI Chat. TypeScript React, Vue, Angular frontends, FastAPI REST backend, MCP Server.
neo4j knowledge-graph alfresco semantic-search document-processing rag hybrid-search arcadedb ai-chat langchain llamaindex falkordb llamaparse graphrag docling mcp-server ai-context-management ai-agent-memory ladybugdb ai-context-extraction
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May 16, 2026 - Python
Convert and validate your Markdown, then choose the best chunking strategy for your RAG pipeline.
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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May 9, 2026 - TypeScript
Docling with Ollama - RAG on Local Files with Local Models
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Jan 1, 2025 - Python
PDF extraction that checks its own work. #2 reading order accuracy — zero AI, zero GPU, zero cost.
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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May 5, 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
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
A TypeScript SDK for Docling - Bridge between the Python Docling ecosystem and JavaScript/TypeScript.
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May 15, 2026 - TypeScript
Docling4j brings the functionalities of Docling in document understanding to Java® projects
java pdf ai pdf-converter documents document-parser pdf-to-json document-understanding document-parsing docling
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Mar 31, 2025 - Java
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
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