Fish Eye View

This is the personal blog of Azahar Machwe.

I am passionate about technology and using it to solve real world problems. This is the place to put those thoughts that keep me awake at night!

Latest from the Blog

Stubbing Agents in a Multi-Agent System

Developing agents and multi-agent systems seems to be more about a lone-wolf developer standing up a whole fleet of agents (cue your favourite OpenClaw story). But what if as an organisation you want to have a multi-agent system built with developers working across different teams? In that scenario, all the agents you need in your…

Logic of Custom Agents in Google ADK

Disclaimer: This post will refer to examples and scenarios that I have personally tested using ADK web. I have also extended my testing to GCP Agent Engine where possible. In practice ADK web and Agent Engine are different platforms so prepare to be surprised if something works in ADK web but not with Agent Engine.…

PageIndex Instead of Vectorising

The Retrieval part of RAG requires topic specific data to be retrieved from a knowledge store based on the user’s query. More focussed the retrieval better grounded will be the generation. Hidden Complexity of Using Vectors In Vectorised RAG the retrieval part uses a vector database to store chunks of knowledge and a vector search…

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