# Developer Tutorials

## 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&#x26;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&#x26;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&#x26;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&#x26;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&#x26;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&#x26;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&#x26;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;