> For the complete documentation index, see [llms.txt](https://docs.seldon.ai/home/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.seldon.ai/home/seldon-documentation-resources.md).

# Seldon Documentation Resources

Real-time machine learning deployment with enhanced observability for any AI application or system, managed your way.

Find out more about Seldon at: [seldon.io](https://www.seldon.io/)

## Start with Core 2

Core 2 is a modular framework with a data-centric approach, designed to help businesses harness the growing complexities of real-time deployment and monitoring.

### Get Started

<table data-view="cards"><thead><tr><th></th><th data-hidden data-card-target data-type="content-ref"></th><th data-hidden data-type="files"></th></tr></thead><tbody><tr><td><p><strong>Concepts of Core 2</strong></p><p>Provides a framework for understanding key functionalities, architectures, and workflows within the Machine Learning system. </p></td><td><a href="https://docs.seldon.ai/seldon-core-2/about/concepts">https://docs.seldon.ai/seldon-core-2/about/concepts</a></td><td><a href="https://2512656849-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FHr4f4WUb6EVMZhHSiWPi%2Fuploads%2Fg0Wiznyb7ydRlA2wQxYV%2FScreenshot%202025-04-16%20at%2015.52.14.png?alt=media&amp;token=19ea9e64-0c72-47f9-876e-9ab46c729521">Screenshot 2025-04-16 at 15.52.14.png</a></td></tr><tr><td><p><strong>Install Core 2</strong></p><p>Learn about installing Core 2 in various setups for different stages of development lifecycle.</p></td><td><a href="https://docs.seldon.ai/seldon-core-2/installation/installation">https://docs.seldon.ai/seldon-core-2/installation/installation</a></td><td><a href="https://2512656849-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FHr4f4WUb6EVMZhHSiWPi%2Fuploads%2Fg0Wiznyb7ydRlA2wQxYV%2FScreenshot%202025-04-16%20at%2015.52.14.png?alt=media&amp;token=19ea9e64-0c72-47f9-876e-9ab46c729521">Screenshot 2025-04-16 at 15.52.14.png</a></td></tr><tr><td><p><strong>Use MLServer with Core 2</strong></p><p>Learn more about how Core 2 integrates seamlessly into your MLOps workflows.</p></td><td><a href="https://docs.seldon.ai/seldon-core-2/user-guide/resources">https://docs.seldon.ai/seldon-core-2/user-guide/resources</a></td><td><a href="https://2512656849-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FHr4f4WUb6EVMZhHSiWPi%2Fuploads%2Fg0Wiznyb7ydRlA2wQxYV%2FScreenshot%202025-04-16%20at%2015.52.14.png?alt=media&amp;token=19ea9e64-0c72-47f9-876e-9ab46c729521">Screenshot 2025-04-16 at 15.52.14.png</a></td></tr></tbody></table>

## Core 2 + Modules

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-cover data-type="files"></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><strong>Core 2</strong></td><td>A modular, data-centric framework for scaling ML and LLMOps in production, keeping data in your control to meet security and compliance needs.</td><td><a href="https://2512656849-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FHr4f4WUb6EVMZhHSiWPi%2Fuploads%2FU6wkAmifeVH29q6gYlzx%2FCore%202%20full.png?alt=media&amp;token=f9e9f705-e10b-41ca-8951-5d81185bb44c">Core 2 full.png</a></td><td><a href="https://docs.seldon.ai/seldon-core-2/">https://docs.seldon.ai/seldon-core-2/</a></td></tr><tr><td><strong>ML Server</strong></td><td>Specialized lightweight API server that receives input data, run through trained models and returns predictions or outputs.</td><td><a href="https://2512656849-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FHr4f4WUb6EVMZhHSiWPi%2Fuploads%2F7uxf9qKxMVFnJ9Wlpl4b%2FMLServer_full%20(2).png?alt=media&amp;token=c7b25f21-edb3-492e-bfab-604638f6e4bb">MLServer_full (2).png</a></td><td><a href="https://docs.seldon.ai/mlserver">https://docs.seldon.ai/mlserver</a></td></tr><tr><td><strong>LLM Module</strong></td><td>Deploy GenAI workflows with observability, prompt orchestration and production-ready scaling – with built-in and enabled guardrails.</td><td><a href="https://2512656849-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FHr4f4WUb6EVMZhHSiWPi%2Fuploads%2Fsyqk7h95EeJiHMvcZyqy%2FLLM%20no%20seldon.png?alt=media&amp;token=6c2832b3-c4ad-405f-8a04-a0eccbbbbd2d">LLM no seldon.png</a></td><td><a href="https://docs.seldon.ai/llm-module">https://docs.seldon.ai/llm-module</a></td></tr><tr><td><strong>Model Performance Metrics (MPM) Module</strong></td><td>Optimize production classification &#x26; regression models with model quality insights.</td><td><a href="https://2512656849-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FHr4f4WUb6EVMZhHSiWPi%2Fuploads%2FLXYpE9Gzr4lEIT6GYqij%2FMPM%20no%20seldon.png?alt=media&amp;token=cf8f0ab1-de31-4ea9-8507-b97eab9d0a8c">MPM no seldon.png</a></td><td><a href="https://docs.seldon.ai/mpm/">https://docs.seldon.ai/mpm/</a></td></tr><tr><td><strong>Alibi Detect Module</strong></td><td>Library of outlier, adversarial and drift detectors methods supported across a broad coverage of types of use cases.</td><td><a href="https://2512656849-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FHr4f4WUb6EVMZhHSiWPi%2Fuploads%2FkehqHb4rJRtbb8iW4vo0%2FAlibi%20Detect%20no%20seldon.png?alt=media&amp;token=ea3dd2a0-ec82-4592-820e-e22562978302">Alibi Detect no seldon.png</a></td><td><a href="https://docs.seldon.ai/alibi-detect">https://docs.seldon.ai/alibi-detect</a></td></tr><tr><td><strong>Alibi Explain Module</strong></td><td>Library of model inspection, interpretation and explanation methods across global, local, black box and white box models.</td><td><a href="https://2512656849-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FHr4f4WUb6EVMZhHSiWPi%2Fuploads%2FSn2Acp9miAD6PcPHxLkl%2FAlibi%20Explain%20no%20seldon.png?alt=media&amp;token=e8208f63-023c-4c19-9078-8d9bdf905153">Alibi Explain no seldon.png</a></td><td><a href="https://docs.seldon.ai/alibi-explain/">https://docs.seldon.ai/alibi-explain/</a></td></tr></tbody></table>

### Other Solutions

<table data-view="cards"><thead><tr><th></th><th data-hidden data-card-target data-type="content-ref"></th><th data-hidden data-card-cover data-type="files"></th></tr></thead><tbody><tr><td><strong>Core 1</strong><br>A cloud-agnostic, open-source platform for deploying machine learning models.<br></td><td><a href="https://docs.seldon.ai/dev/seldon-core-v1">https://docs.seldon.ai/dev/seldon-core-v1</a></td><td><a href="https://2512656849-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FHr4f4WUb6EVMZhHSiWPi%2Fuploads%2FdMPLJLuQGF0sVK9qCIH0%2FCore%201_smaller_no%20seldon.png?alt=media&amp;token=bb98bbe0-5e57-4914-afec-5b83d126bde9">Core 1_smaller_no seldon.png</a></td></tr><tr><td><strong>Enterprise Platform</strong><br>Provides oversight and governance for Machine Learning and LLM deployments.</td><td><a href="https://docs.seldon.ai/seldon-enterprise-platform">https://docs.seldon.ai/seldon-enterprise-platform</a></td><td><a href="https://2512656849-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FHr4f4WUb6EVMZhHSiWPi%2Fuploads%2F0xEJlVTvTrYum9vuWXvb%2FSeldon_Enterprise_Logo_16_9_Blue.png?alt=media&amp;token=3d0992c8-1a21-4545-8c62-ca969d23edfc">Seldon_Enterprise_Logo_16_9_Blue.png</a></td></tr></tbody></table>


---

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