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Simple conversion
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Custom conversion
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Batch conversion
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Multi-format conversion
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VLM pipeline with GraniteDocling
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<a href="../examples/vlm_pipeline_api_model/" class="md-nav__link">
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VLM pipeline with remote model
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<a href="../examples/compare_vlm_models/" class="md-nav__link">
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VLM comparison
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ASR pipeline with Whisper
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Figure export
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Table export
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Multimodal export
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Force full page OCR
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Automatic OCR language detection with tesseract
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RapidOCR with custom OCR models
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SuryaOCR with custom OCR models
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Accelerator options
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Detect and obfuscate PII
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Simple translation
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Conversion of CSV files
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Conversion of custom XML
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✂️ Serialization & chunking
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✂️ Serialization & chunking
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Serialization
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Hybrid chunking
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Advanced chunking &amp; serialization
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📤 Information extraction
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Information extraction
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🤖 RAG with AI dev frameworks
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🤖 RAG with AI dev frameworks
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RAG with Haystack
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RAG with LangChain
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RAG with LlamaIndex
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Visual grounding
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🖼️ Picture annotation
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🖼️ Picture annotation
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Annotate picture with local VLM
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Annotate picture with remote VLM
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✨ Enrichment development
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Figure enrichment
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Formula enrichment
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Enrich a DoclingDocument
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⚡️ GPU optimization
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⚡️ GPU optimization
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Standard pipeline
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VLM pipeline
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Parquet benchmark
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🗂️ More examples
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Chunking &amp; tokenization with Data Prep Kit
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RAG with Azure AI Search
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RAG with Granite [↗]
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RAG with Milvus
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RAG with OpenSearch
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<a href="../examples/rag_weaviate/" class="md-nav__link">
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RAG with Weaviate
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<a href="../examples/retrieval_qdrant/" class="md-nav__link">
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Retrieval with Qdrant
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RAG with MongoDB + VoyageAI
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<a href="https://github.com/workloads/pathfinder-prism" class="md-nav__link">
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RAG with Vault PII transform [↗]
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🤖 Agentic / AI dev frameworks
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Bee Agent Framework
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Crew AI
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Haystack
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Hector
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LangChain
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Langflow
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LlamaIndex
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txtai
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Apify
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Data Prep Kit
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InstructLab
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NVIDIA
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Prodigy
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RHEL AI
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Arconia
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Cloudera
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Kotaemon
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OpenContracts
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Open WebUI
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Document Converter
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<h1>Concepts</h1>
<p>In this space, you can peek under the hood and learn some fundamental Docling concepts!</p>
<p>Here some of our picks to get you started:</p>
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<li>🏛️ Docling <a href="architecture/">architecture</a></li>
<li>📄 <a href="docling_document/">Docling Document</a></li>
<li>core operations like ✍️ <a href="serialization/">serialization</a> and ✂️ <a href="chunking/">chunking</a></li>
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