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

# Release.ai Templates

Out-of-the box templates that get you started with Release.ai quickly

If there is a technology not listed that you'd like for Release.ai to support, please send an email to <support@release.ai> and we'll reach out and discuss getting you going.

## RAG

RAG Templates are available under the "Server" execution type when creating an application from a template.

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-cover data-type="files"></th></tr></thead><tbody><tr><td></td><td><p><strong>Docker GenAI</strong></p><p>The GenAI Stack will get you started building your own GenAI application in no time</p></td><td><a href="https://585411240-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-M1neGLLQ0sDXeK6ooSo%2Fuploads%2Fgit-blob-eba6cc41e6e7539d22119e78431c757f20b363c3%2Fdocker.svg?alt=media">docker.svg</a></td></tr><tr><td></td><td><p><strong>Docker GenAI with OpenAI</strong></p><p>The GenAI Stack with OpenAI will get you started building your own GenAI application in no time</p></td><td><a href="https://585411240-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-M1neGLLQ0sDXeK6ooSo%2Fuploads%2Fgit-blob-eba6cc41e6e7539d22119e78431c757f20b363c3%2Fdocker.svg?alt=media">docker.svg</a></td></tr><tr><td></td><td><p><strong>AnythingLLM</strong></p><p>The all-in-one AI app you were looking for. Chat with your docs, use AI Agents, hyper-configurable, multi-user, &#x26; no frustrating set up required.</p></td><td><a href="https://585411240-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-M1neGLLQ0sDXeK6ooSo%2Fuploads%2Fgit-blob-aae1c907ef2088eca893bb28dbd4b5a0b865fdf3%2Fanything_llm.svg?alt=media">anything_llm.svg</a></td></tr><tr><td></td><td><p><strong>Docker GenAI-Chroma Release</strong></p><p>The GenAI Stack with a Chroma vector datase will get you started building your own GenAI application in no time</p></td><td><a href="https://585411240-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-M1neGLLQ0sDXeK6ooSo%2Fuploads%2Fgit-blob-eba6cc41e6e7539d22119e78431c757f20b363c3%2Fdocker.svg?alt=media">docker.svg</a></td></tr><tr><td></td><td>Ragapp<br><br>The easiest way to use Agentic RAG in any enterprise.</td><td><a href="https://585411240-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-M1neGLLQ0sDXeK6ooSo%2Fuploads%2Fgit-blob-fb6837efcb5ce09082a47fcffb6f89cf0917d6c9%2Fragapp-zoom%20(3).svg?alt=media">ragapp-zoom (3).svg</a></td></tr></tbody></table>

## Inference

Inference Templates are available under the "Server" execution type when creating an application from a template.

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-cover data-type="files"></th></tr></thead><tbody><tr><td></td><td><p><strong>Ollama</strong></p><p>Ollama makes it easy to get up and running with large language models</p></td><td><a href="https://585411240-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-M1neGLLQ0sDXeK6ooSo%2Fuploads%2Fgit-blob-917a5029801f5374fb8eb3e0b7809f189c22cd6c%2Follama.svg?alt=media">ollama.svg</a></td></tr><tr><td></td><td><p><strong>Ollama Web UI</strong></p><p>Ollama (Open) WebUI is an extensible, feature-rich, and user-friendly self-hosted WebUI designed to operate entirely offline</p></td><td><a href="https://585411240-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-M1neGLLQ0sDXeK6ooSo%2Fuploads%2Fgit-blob-917a5029801f5374fb8eb3e0b7809f189c22cd6c%2Follama.svg?alt=media">ollama.svg</a></td></tr><tr><td></td><td><p><strong>COG from Replicate</strong></p><p>Easily run COG containers from Replicate in your cloud account</p></td><td><a href="https://585411240-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-M1neGLLQ0sDXeK6ooSo%2Fuploads%2Fgit-blob-8f49ae1dd1dc8d3af5813e5f31ea2288baab86b6%2Fcog%20(1).svg?alt=media">cog (1).svg</a></td></tr><tr><td></td><td><p><strong>Nvidia NIM</strong></p><p>Nvidia Nim Microservices and Inference</p></td><td><a href="https://585411240-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-M1neGLLQ0sDXeK6ooSo%2Fuploads%2Fgit-blob-93930024fb8ae919094e2f19d3d3fe5ed98aa77e%2Fnvidia.svg?alt=media">nvidia.svg</a></td></tr></tbody></table>

## Fine Tuning

Fine Tuning Templates are available under the "Runnable" execution type when creating an application from a template.

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-cover data-type="files"></th></tr></thead><tbody><tr><td><strong>Pytorch</strong><br></td><td>Pytorch container with NVIDIA GPU drivers</td><td><a href="https://585411240-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-M1neGLLQ0sDXeK6ooSo%2Fuploads%2Fgit-blob-9dcafc39af21f74d9eac70d3950a76e1b2eb80ba%2Fpytorch.svg?alt=media">pytorch.svg</a></td></tr><tr><td><strong>Axolotl</strong><br></td><td>PEFT Fine Tuning with Axolotl</td><td><a href="https://585411240-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-M1neGLLQ0sDXeK6ooSo%2Fuploads%2Fgit-blob-f9616d7c0dd15f430918bea174656fc5ad2e675c%2Faxolotl.svg?alt=media">axolotl.svg</a></td></tr><tr><td><strong>Nvidia NeMo</strong><br></td><td>PEFT Fine Tuning with NeMo</td><td><a href="https://585411240-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-M1neGLLQ0sDXeK6ooSo%2Fuploads%2Fgit-blob-93930024fb8ae919094e2f19d3d3fe5ed98aa77e%2Fnvidia.svg?alt=media">nvidia.svg</a></td></tr></tbody></table>

## Image Generation

Image Generation Templates are available under the "Server" execution type when creating an application from a template.

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-cover data-type="files"></th></tr></thead><tbody><tr><td></td><td><p><strong>Stable Diffusion</strong></p><p>A web interface for Stable Diffusion By AUTOMATIC1111</p></td><td><a href="https://585411240-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-M1neGLLQ0sDXeK6ooSo%2Fuploads%2Fgit-blob-28b47b7b91f569dffaa4c9e07ecc5e2352619403%2Fstable_diffusion.svg?alt=media">stable_diffusion.svg</a></td></tr><tr><td></td><td></td><td></td></tr><tr><td></td><td></td><td></td></tr></tbody></table>

## Prompt Engineering

Prompt Engineering Templates are available under the "Server" execution type when creating an application from a template.

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-cover data-type="files"></th></tr></thead><tbody><tr><td></td><td><p><strong>PromptFoo</strong></p><p>A tool for testing and evaluating LLM output quality.</p></td><td><a href="https://585411240-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-M1neGLLQ0sDXeK6ooSo%2Fuploads%2Fgit-blob-bbb9864a1643a092ec31da32162a47b948aa64a7%2Fpromptfoo.svg?alt=media">promptfoo.svg</a></td></tr><tr><td></td><td></td><td></td></tr><tr><td></td><td></td><td></td></tr></tbody></table>

## Vector Databases

Vector Databases are available under the "Server" execution type when creating an application from a template.

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-cover data-type="files"></th></tr></thead><tbody><tr><td></td><td><p><strong>Vector Admin</strong></p><p>The universal UI and tool suite for managing vector databases at scale</p></td><td><a href="https://585411240-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-M1neGLLQ0sDXeK6ooSo%2Fuploads%2Fgit-blob-cd93cdd4ed5120b689e7554a4858465270e132c0%2Fvector_admin.svg?alt=media">vector_admin.svg</a></td></tr></tbody></table>

## Notebooks

Notebooks are available under the "Server" execution type when creating an application from a template.

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-cover data-type="files"></th></tr></thead><tbody><tr><td></td><td><p><strong>GPU Jupyter</strong></p><p>Leverage Jupyter Notebooks with the power of your NVIDIA GPU via CUDA in Tensorflow and Pytorch.</p></td><td><a href="https://585411240-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-M1neGLLQ0sDXeK6ooSo%2Fuploads%2Fgit-blob-0bde89c10cda4930bef7825a2ca84b5619241960%2Fjupyter.svg?alt=media">jupyter.svg</a></td></tr></tbody></table>


---

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