# 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="/files/zNveYL8frah2DBI0rClv">/files/zNveYL8frah2DBI0rClv</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="/files/nMz6t8TqQTO6HYfGV5YL">/files/nMz6t8TqQTO6HYfGV5YL</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="/files/ylb7pbHkc5oOoeMEYIXi">/files/ylb7pbHkc5oOoeMEYIXi</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="/files/T7kPsdmmsT5GoHdikO7T">/files/T7kPsdmmsT5GoHdikO7T</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="/files/KUwtJPwHzLtNyj2iLM6W">/files/KUwtJPwHzLtNyj2iLM6W</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="/files/8K0GAoSv0jLRZaZcCGVm">/files/8K0GAoSv0jLRZaZcCGVm</a></td></tr><tr><td>Lilypad blog</td><td><a href="https://blog.lilypadnetwork.org/">https://blog.lilypadnetwork.org/</a></td><td><a href="/files/dbQPSLU0kUXJOGs9eg9o">/files/dbQPSLU0kUXJOGs9eg9o</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;


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