Building AI Apps with Cloudflare: Zero to One 🚀

Transcript

1. By Pratik Parmar Building AI Apps with Cloudflare Zero to One 🚀
2. Works at CTO, Stealth Startup Ex- Intel, Zyte, Yellow.ai Pratik Parmar About Me
3. • State of AI • From a cool demo to production • Hosting model vs API • Monitoring and Evaluations • Building a RAG with Vector DB • Yet another cool demo Follow Along Outline
4. State of AI Model Product API
5. https://multi-modal.ai.cloudflare.com Let’s Play with AI
6. New Project Alert! 🚨
7. How do you like your AI model?
8. How do you like your AI model? Factor Host API High upfront cost Lower initial cost Performance depends on the local infra Usually faster performance due to managed cloud infra Complete control over the data Provider might use your data to train the model Cost💰 Performance 🚀 Privacy 󰡯
9. How do you like your AI model? Factor Host API Customize or finetune the model however you want Limited customization options Quality of the output depends on the model, finetune can enhance quality Depends on the provider model, prompt drifting is a major concern Requires technical expertise to manage the servers Quick integrations into existing codebase with minimal setup Customization🛠 Quality 📝 Expertise 󰲧
10. Monitoring and Evaluations
11. Cloudflare AI Gateway
12. Vector Database
13. Vector Database
14. Tinker with Embeddings
15. RAG
16. Chat with PDF
17. ▶ Thank You! hackyroot LinkedIn Twitter