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

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…

Building A Multi-Agent System: Part 2

Part One of this post can be found here. TLDR is here. Upgrading the Multi-Agent System In this part I remove the need for a centralised router and instead package each agent as an individual unit (both a server as well as a client). This is a move from single server multiple agents to single…

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