Slide 1

Slide 1 text

By Pratik Parmar Building AI Apps with Cloudflare Zero to One 🚀

Slide 2

Slide 2 text

Works at CTO, Stealth Startup Ex- Intel, Zyte, Yellow.ai Pratik Parmar About Me

Slide 3

Slide 3 text

● 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

Slide 4

Slide 4 text

State of AI Model Product API

Slide 5

Slide 5 text

https://multi-modal.ai.cloudflare.com Let’s Play with AI

Slide 6

Slide 6 text

New Project Alert! 🚨

Slide 7

Slide 7 text

How do you like your AI model?

Slide 8

Slide 8 text

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 󰡯

Slide 9

Slide 9 text

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 󰲧

Slide 10

Slide 10 text

Monitoring and Evaluations

Slide 11

Slide 11 text

Cloudflare AI Gateway

Slide 12

Slide 12 text

Vector Database

Slide 13

Slide 13 text

Vector Database

Slide 14

Slide 14 text

Tinker with Embeddings

Slide 15

Slide 15 text

RAG

Slide 16

Slide 16 text

Chat with PDF

Slide 17

Slide 17 text

▶ Thank You! hackyroot LinkedIn Twitter