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

# Developer Tutorials

A collection of Blogs and Video's for developers :)

## Guides

<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>Building RAG Agents on Lilypad</td><td><a href="https://www.youtube.com/watch?v=I-_9yO4wdig">https://www.youtube.com/watch?v=I-_9yO4wdig</a></td><td><a href="https://58337262-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FtadiyoOe4nTUoSulEVOV%2Fuploads%2FwkhCkTokdmRfsElSbUSB%2FLilypad_%20Pitch%20Deck%20(Strategic%20Round).png?alt=media&amp;token=c02e0b3f-512d-434c-83c1-c5887bfce863">Lilypad_ Pitch Deck (Strategic Round).png</a></td></tr><tr><td>Can an AI Agent Solve the Crypto UI Problem?</td><td><a href="https://narb.hashnode.dev/creating-an-ai-agent-to-help-solve-the-crypto-ux-problem">https://narb.hashnode.dev/creating-an-ai-agent-to-help-solve-the-crypto-ux-problem</a></td><td><a href="https://58337262-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FtadiyoOe4nTUoSulEVOV%2Fuploads%2FhmJ3QnQV4oy8g7ymRJbW%2Fimage.png?alt=media&amp;token=b84d6a73-b672-4d60-b5fe-9d29900cae3b">image.png</a></td></tr><tr><td>Build a chatbot on Lilypad</td><td><a href="https://blog.lilypadnetwork.org/build-a-chatbot-with-lilypad">https://blog.lilypadnetwork.org/build-a-chatbot-with-lilypad</a></td><td><a href="https://58337262-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FtadiyoOe4nTUoSulEVOV%2Fuploads%2FJsh2T68Sf7QfZKlbfkUu%2Fa1e7a017-32b2-4e37-bdff-e8e6e7b9fffa.webp?alt=media&amp;token=78b11490-4e70-4082-bb09-fba387e65d05">a1e7a017-32b2-4e37-bdff-e8e6e7b9fffa.webp</a></td></tr><tr><td>Websearch API powered by the Lilypad Inference API</td><td><a href="https://github.com/narbs91/lilypad-websearch-agent-demo">https://github.com/narbs91/lilypad-websearch-agent-demo</a></td><td><a href="https://58337262-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FtadiyoOe4nTUoSulEVOV%2Fuploads%2F60dXy9xCu6wNtjl4Dngw%2FScreenshot%202025-04-14%20at%203.10.41%E2%80%AFPM.png?alt=media&amp;token=fea50fa2-6f5e-4570-aa08-b8008020083e">Screenshot 2025-04-14 at 3.10.41 PM.png</a></td></tr><tr><td>Module Builder guide</td><td><a href="https://blog.lilypadnetwork.org/lilypad-module-builder-guide">https://blog.lilypadnetwork.org/lilypad-module-builder-guide</a></td><td><a href="https://58337262-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FtadiyoOe4nTUoSulEVOV%2Fuploads%2Fuf7iDGJI4FmdEtRqv26A%2F3666cafc-9eae-47bf-b8e3-7fcc8257a527.webp?alt=media&amp;token=bc605a6c-9410-4a68-89b4-86672933b136">3666cafc-9eae-47bf-b8e3-7fcc8257a527.webp</a></td></tr><tr><td>Build a Open-source Perplexity Clone</td><td><a href="https://narb.hashnode.dev/create-a-perplexity-clone-powered-by-open-source-technology">https://narb.hashnode.dev/create-a-perplexity-clone-powered-by-open-source-technology</a></td><td><a href="https://58337262-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FtadiyoOe4nTUoSulEVOV%2Fuploads%2FHWH8imlEPh2nyQwgJMnu%2F0f06d72e-b16e-4d9f-bc9a-2284f618f078.webp?alt=media&amp;token=61434302-446e-4df0-ba7d-e736fdd4709d">0f06d72e-b16e-4d9f-bc9a-2284f618f078.webp</a></td></tr><tr><td>Lilypad blog</td><td><a href="https://blog.lilypadnetwork.org/">https://blog.lilypadnetwork.org/</a></td><td><a href="https://58337262-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FtadiyoOe4nTUoSulEVOV%2Fuploads%2FHJ9kkA42uWrYkQZjrhIp%2FGitbook%20Banner%20(970%20x%20365%20px).svg?alt=media&amp;token=2921af1b-9b60-4929-8c82-a75f9920e859">Gitbook Banner (970 x 365 px).svg</a></td></tr></tbody></table>

## Video Tutorials

<table data-view="cards"><thead><tr><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td>Build a Lilypad Module</td><td><a href="https://www.youtube.com/watch?v=JXERw3Idwks">https://www.youtube.com/watch?v=JXERw3Idwks</a></td></tr><tr><td>Run Lilypad Modules</td><td><a href="https://www.youtube.com/watch?v=vzHIXjFNeXg">https://www.youtube.com/watch?v=vzHIXjFNeXg</a></td></tr><tr><td>CLI Wrapper Frontend</td><td><a href="https://www.youtube.com/watch?v=vzHIXjFNeXg">https://www.youtube.com/watch?v=vzHIXjFNeXg</a></td></tr><tr><td>Encode x Filecoin Open Data Hack Video 2023</td><td><a href="https://www.youtube.com/watch?v=fJGTUg39n-0">https://www.youtube.com/watch?v=fJGTUg39n-0</a></td></tr><tr><td>Lilypad Youtube</td><td><a href="https://www.youtube.com/@lilypadnetwork">https://www.youtube.com/@lilypadnetwork</a></td></tr></tbody></table>

## Helpful Resources

### AI Resources

* [RAG vs Finetuning](https://www.rungalileo.io/blog/optimizing-llm-performance-rag-vs-finetune-vs-both)
* [The promise and challenges of crypto + AI ](https://vitalik.eth.limo/general/2024/01/30/cryptoai.html)- Vitalik Buterin&#x20;
* [Data on Notable AI Models](https://epoch.ai/data/notable-ai-models)
* [Towards decentralized AI](https://www.firstbatch.xyz/blog/towards-decentralized-ai-part-1-data-collection)
* [Understanding the Intersection of Crypto and AI ](https://www.galaxy.com/insights/research/understanding-intersection-crypto-ai/)- Galaxy Digital Research

### GPU Info

* [How do graphics cards work?](https://www.youtube.com/watch?v=h9Z4oGN89MU)
* Nvidia CUDA [Toolkit](https://developer.nvidia.com/cuda-toolkit)
* [Nvidia CUDA in 100 Seconds](https://www.youtube.com/watch?v=pPStdjuYzSI)

### Bacalhau Resources

* [Bacalhau.org](https://www.bacalhau.org/)
* [Impact of Compute over Data](https://www.youtube.com/watch?v=jSzb7q00_0c) - Juan Benet
* [CoD vision & goals](https://www.youtube.com/watch?v=-d4iJm-RbyA) - Juan Benet
* [Lessons for building Distributed Compute](https://www.youtube.com/watch?v=GHGYHuIboy4) - Juan Benet & Molly Mackinlay
* [State of CoD 2023](https://www.youtube.com/watch?v=w-cRNst68L0) - David Aronchick
* [Containers at the Edge](https://softwareengineeringdaily.com/2024/08/22/containers-at-the-edge-with-david-aronchick/) - David Aronchick&#x20;


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation by asking a question.

Perform an HTTP GET request on the following URL with the `ask` and `goal` query parameters:

```
GET https://docs.lilypad.tech/lilypad/developer-resources/developer-tutorials.md?ask=<question>&goal=<user_goal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is what the user is ultimately trying to achieve, the reason they need the answer. Sharing it helps GitBook give you a better, more relevant answer. A goal is most helpful when it describes the outcome the user wants rather than restating the question. For example, with `ask=how do I create an API token`, a goal like `automate deployments from our CI pipeline` lets GitBook tailor the answer to that use case.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.