*“Sorry, you did not qualify for the position, as you failed the system design interview.”

This thought crossed my mind in the middle of my Amazon's system design interview, but here I am, working with my interviewer at Amazon :-)

I was hands-on with all the system design concepts, which closely...

*A Beginner’s Guide on Building a Report Generation Agent 📝🤖

This is a great introductory tutorial on the set of tools you need to plug into a ReAct agent in order to build a report generator:

  1. A RAG tool over an existing corpus of guideline documents
  2. A web search tool to look up information...

Text2SQL was awfully popular last year. I talked with a vendor looking to buy, and also developed an in-house solution.

Build interesting AI projects using LangChain, VectorDB, FastAPI, OpenAI API, Zyte, Ollama, and Hugging Face.

Learn how to structure a language model's response to ensure that the response format is respected, such as JSON