[{"data":1,"prerenderedAt":4},["ShallowReactive",2],{"readme:chunkr":3},"\u003Cbr \u002F>\n\u003Cdiv align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flumina-ai-inc\u002Fchunkr\" rel=\"nofollow ugc noopener\">\n    \u003Cimg src=\"https:\u002F\u002Fraw.githubusercontent.com\u002Flumina-ai-inc\u002Fchunkr\u002FHEAD\u002Fimages\u002Flogo.svg\" alt=\"Chunkr Logo\" width=\"80\" height=\"80\" \u002F>\n  \u003C\u002Fa>\u003Ch3>Chunkr | Open Source Document Intelligence API\u003C\u002Fh3>  \u003Cp align=\"center\">\n    Production-ready service for document layout analysis, OCR, and semantic chunking.\u003Cbr \u002F>\n    Convert PDFs, PPTs, Word docs & images into RAG\u002FLLM-ready chunks.\n    \u003Cbr \u002F>\u003Cbr \u002F>\n    \u003Cb>Layout Analysis\u003C\u002Fb> | \u003Cb>OCR + Bounding Boxes\u003C\u002Fb> | \u003Cb>Structured HTML & Markdown\u003C\u002Fb> | \u003Cb>Vision-Language Model Processing\u003C\u002Fb>\n    \u003Cbr \u002F>\u003Cbr \u002F>\n    👉 \u003Cb>Note:\u003C\u002Fb> The \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flumina-ai-inc\u002Fchunkr\" rel=\"nofollow ugc noopener\">open-source AGPL version\u003C\u002Fa> is **different** from our fully managed \u003Ca href=\"https:\u002F\u002Fwww.chunkr.ai\" rel=\"nofollow ugc noopener\">Cloud API\u003C\u002Fa>.  \n    The open-source release uses community\u002Fopen-source models, while the Cloud API runs **proprietary in-house models** for higher accuracy, speed, and enterprise reliability.\n    \u003Cbr \u002F>\u003Cbr \u002F>\n    \u003Ca href=\"https:\u002F\u002Fwww.chunkr.ai\" rel=\"nofollow ugc noopener\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FTry_it_out-chunkr.ai-blue?style=flat&logo=rocket&height=20\" alt=\"Try it out\" height=\"20\" \u002F>\u003C\u002Fa>\n       \n    \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flumina-ai-inc\u002Fchunkr\u002Fissues\u002Fnew\" rel=\"nofollow ugc noopener\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FReport_Bug-GitHub_Issues-red?style=flat&logo=github&height=20\" alt=\"Report Bug\" height=\"20\" \u002F>\u003C\u002Fa>\n       \n    \u003Ca href=\"#connect-with-us\" rel=\"nofollow ugc noopener\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FContact-Get_in_Touch-green?style=flat&logo=mail&height=20\" alt=\"Contact\" height=\"20\" \u002F>\u003C\u002Fa>\n       \n    \u003Ca href=\"https:\u002F\u002Fdiscord.gg\u002FXzKWFByKzW\" rel=\"nofollow ugc noopener\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FDiscord-Join_Community-5865F2?style=flat&logo=discord&logoColor=white&height=20\" alt=\"Discord\" height=\"20\" \u002F>\u003C\u002Fa>\n       \n    \u003Ca href=\"https:\u002F\u002Fdeepwiki.com\u002Flumina-ai-inc\u002Fchunkr\" rel=\"nofollow ugc noopener\">\u003Cimg src=\"https:\u002F\u002Fdeepwiki.com\u002Fbadge.svg\" alt=\"Ask DeepWiki\" \u002F>\u003C\u002Fa>\n  \u003C\u002Fp>\n\u003C\u002Fdiv>\u003Cdiv align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Fwww.chunkr.ai\" rel=\"nofollow ugc noopener\">\n    \u003Cimg src=\"https:\u002F\u002Fchunkr.ai\u002Fog-image.png\" alt=\"Chunkr Cloud API\" \u002F>\n  \u003C\u002Fa>\n\u003C\u002Fdiv>\u003Ch2>Table of Contents\u003C\u002Fh2>\n\u003Cul>\n\u003Cli>\u003Ca href=\"#table-of-contents\" rel=\"nofollow ugc noopener\">Table of Contents\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#super-quick-start\" rel=\"nofollow ugc noopener\">(Super) Quick Start\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#documentation\" rel=\"nofollow ugc noopener\">Documentation\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#open-source-vs-cloud-api-vs-enterprise\" rel=\"nofollow ugc noopener\">Open Source vs Cloud API vs Enterprise\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#quick-start-with-docker-compose\" rel=\"nofollow ugc noopener\">Quick Start with Docker Compose\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#llm-configuration\" rel=\"nofollow ugc noopener\">LLM Configuration\u003C\u002Fa>\u003Cul>\n\u003Cli>\u003Ca href=\"#using-modelsyaml-recommended\" rel=\"nofollow ugc noopener\">Using models.yaml (Recommended)\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#using-environment-variables-basic\" rel=\"nofollow ugc noopener\">Using environment variables (Basic)\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#common-llm-api-providers\" rel=\"nofollow ugc noopener\">Common LLM API Providers\u003C\u002Fa>\u003C\u002Fli>\n\u003C\u002Ful>\n\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#licensing\" rel=\"nofollow ugc noopener\">Licensing\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Ca href=\"#connect-with-us\" rel=\"nofollow ugc noopener\">Connect With Us\u003C\u002Fa>\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2>Open Source vs Cloud API vs Enterprise\u003C\u002Fh2>\n\u003Ctable>\n\u003Cthead>\n\u003Ctr>\n\u003Cth>Feature\u003C\u002Fth>\n\u003Cth>Open Source Repo (good)\u003C\u002Fth>\n\u003Cth>Cloud API - chunkr.ai (best)\u003C\u002Fth>\n\u003Cth>Enterprise\u003C\u002Fth>\n\u003C\u002Ftr>\n\u003C\u002Fthead>\n\u003Ctbody>\u003Ctr>\n\u003Ctd>\u003Cstrong>Perfect for\u003C\u002Fstrong>\u003C\u002Ftd>\n\u003Ctd>Development & testing\u003C\u002Ftd>\n\u003Ctd>Production workloads\u003C\u002Ftd>\n\u003Ctd>Large-scale \u002F High-security\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>\u003Cstrong>Layout Analysis\u003C\u002Fstrong>\u003C\u002Ftd>\n\u003Ctd>Uses open-source models\u003C\u002Ftd>\n\u003Ctd>Proprietary in-house models\u003C\u002Ftd>\n\u003Ctd>In-house + custom-tuned\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>\u003Cstrong>OCR Accuracy\u003C\u002Fstrong>\u003C\u002Ftd>\n\u003Ctd>Community OCR engines\u003C\u002Ftd>\n\u003Ctd>Optimized OCR stack\u003C\u002Ftd>\n\u003Ctd>Optimized + domain-tuned\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>\u003Cstrong>VLM Processing\u003C\u002Fstrong>\u003C\u002Ftd>\n\u003Ctd>Basic open VLMs\u003C\u002Ftd>\n\u003Ctd>Enhanced proprietary VLMs\u003C\u002Ftd>\n\u003Ctd>Custom fine-tunes\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>\u003Cstrong>Excel Support\u003C\u002Fstrong>\u003C\u002Ftd>\n\u003Ctd>❌\u003C\u002Ftd>\n\u003Ctd>✅ Native parser\u003C\u002Ftd>\n\u003Ctd>✅ Native parser\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>\u003Cstrong>Document Types\u003C\u002Fstrong>\u003C\u002Ftd>\n\u003Ctd>PDF, PPT, Word, Images\u003C\u002Ftd>\n\u003Ctd>PDF, PPT, Word, Images, Excel\u003C\u002Ftd>\n\u003Ctd>PDF, PPT, Word, Images, Excel\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>\u003Cstrong>Infrastructure\u003C\u002Fstrong>\u003C\u002Ftd>\n\u003Ctd>Self-hosted\u003C\u002Ftd>\n\u003Ctd>Fully managed cloud\u003C\u002Ftd>\n\u003Ctd>Managed \u002F On-prem\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>\u003Cstrong>Support\u003C\u002Fstrong>\u003C\u002Ftd>\n\u003Ctd>Discord community\u003C\u002Ftd>\n\u003Ctd>Dedicated support\u003C\u002Ftd>\n\u003Ctd>Dedicated founding team\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>\u003Cstrong>Migration Support\u003C\u002Fstrong>\u003C\u002Ftd>\n\u003Ctd>Community-driven\u003C\u002Ftd>\n\u003Ctd>Docs + email\u003C\u002Ftd>\n\u003Ctd>Dedicated migration team\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003C\u002Ftbody>\u003C\u002Ftable>\n\u003Chr \u002F>\n\u003Cp>The \u003Cstrong>open-source release\u003C\u002Fstrong> is ideal if you want transparency, local hosting, or to experiment with Chunkr’s pipeline.\u003Cbr \u002F>For \u003Cstrong>best performance, production reliability, and access to in-house models\u003C\u002Fstrong>, we recommend the \u003Ca href=\"https:\u002F\u002Fwww.chunkr.ai\" rel=\"nofollow ugc noopener\">Chunkr Cloud API\u003C\u002Fa>.\u003Cbr \u002F>For **high-secu\u003C\u002Fp>\n",1784240406346]