{"repo":"morphik-org/morphik-core","free":true,"listed":false,"github":"https://github.com/morphik-org/morphik-core","clone":"git clone https://github.com/morphik-org/morphik-core.git","description":"Open-source multimodal retrieval engine (Morphik Core). By Morphik — AI back office for skilled nursing & senior living (morphik.ai).","language":"Python","stars":3707,"topics":["artificial-intelligence","cache-augmented-generation","colpali","database","multimodal","rag","rules-based-ingestion","litellm"],"license":null,"category":"databases-storage","readme_excerpt":"Morphik (morphik.ai) builds AI workers that run back-office operations — AP, billing, collections, and payroll — for skilled nursing and senior living operators. Morphik Core is the open-source multimodal retrieval engine behind it, offered to developers as a standalone platform at dev.morphik.ai. Docs - Community - Why Morphik Core? - Bug reports Morphik Core is a AI-native toolset for visually rich documents and multimodal data We are building the best way for developers to integrate context (however complex and nuanced) into their AI applications. We offer a treasure chest of tools to store, represent, and search (shallow, and deep) unstructured data. End-to-End. Why? Building AI applications that interact with data shouldn't require duct-taping together a dozen different tools just to get relevant results to your LLM. Traditional RAG approaches that work in proof-of-concepts often fail spectacularly in production. Cobbling together separate systems for text extraction, OCR, embeddings, vector databases, and retrieval creates fragile pipelines that break under real-world load. Each component brings its own APIs, configurations, and failure modes - what starts as a simple demo becomes an unmaintainable mess at scale. Even worse, these pipelines fundamentally fail at understanding visually rich documents. Charts become meaningless text fragments. Critical diagrams lose their spatial relationships. Tables get mangled into unreadable strings. Technical specifications with mixe","default_branch":null,"files":null,"tree":[],"storefront":"/r/morphik-org","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/morphik-org/morphik-core/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}