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#012 - Monetising Embeddings and ChatGPT: Architecture Deep Dive - Part I
In this episode, we explore the architecture behind monetising AI-powered services like embeddings and ChatGPT, as detailed in Mark Craddock's article. We break down the components of a secure, scalable, and efficient API that can handle requests related to AI embeddings and ChatGPT. From user authentication to payment processing, learn how tools like FastAPI, Pinecone, and LangChain work together to deliver a seamless user experience and generate revenue. We also discuss strategic insights from Wardley Mapping, focusing on building a flexible ecosystem that prioritises user needs.
Episode Highlights:
Core Architecture Breakdown:
- Learn about key components like Clerk for authentication, Zuplo for API management, and OpenAI for LLM functionalities.
Workflow and Benefits:
- Explore the architecture’s logical workflow, from data processing to monetisation, focusing on scalability, security, and efficiency.
Strategic Relevance:
- Insights from Wardley Mapping on building a flexible, user-centric API ecosystem.
Monetisation Approaches:
- Discover how Zuplo and Stripe simplify tracking usage and managing subscriptions.
Additional Resources:
• Original Article: Read the full article on Medium
#WardleyMaps #GenAI
Note:
This content was generated using Generative AI. While efforts have been made to ensure accuracy and coherence, readers should approach the material with critical thinking and verify important information from authoritative sources
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By Mark CraddockIn this episode, we explore the architecture behind monetising AI-powered services like embeddings and ChatGPT, as detailed in Mark Craddock's article. We break down the components of a secure, scalable, and efficient API that can handle requests related to AI embeddings and ChatGPT. From user authentication to payment processing, learn how tools like FastAPI, Pinecone, and LangChain work together to deliver a seamless user experience and generate revenue. We also discuss strategic insights from Wardley Mapping, focusing on building a flexible ecosystem that prioritises user needs.
Episode Highlights:
Core Architecture Breakdown:
- Learn about key components like Clerk for authentication, Zuplo for API management, and OpenAI for LLM functionalities.
Workflow and Benefits:
- Explore the architecture’s logical workflow, from data processing to monetisation, focusing on scalability, security, and efficiency.
Strategic Relevance:
- Insights from Wardley Mapping on building a flexible, user-centric API ecosystem.
Monetisation Approaches:
- Discover how Zuplo and Stripe simplify tracking usage and managing subscriptions.
Additional Resources:
• Original Article: Read the full article on Medium
#WardleyMaps #GenAI
Note:
This content was generated using Generative AI. While efforts have been made to ensure accuracy and coherence, readers should approach the material with critical thinking and verify important information from authoritative sources