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
OpenAPI Integration with ADK
Google’s ADK provides a nifty utility that automatically creates agent tools against an OpenAPI. The examples can be found: https://google.github.io/adk-docs/tools-custom/openapi-tools/#usage-workflow It is called ‘OpenAPIToolset’ and can be imported as below: The OpenAPI spec can be passed in as JSON or YAML as below: The toolset is added using the standard tools keyword argument within the…
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…
Cost of Agentic
When we use Gen AI within a workflow with predictive interactions with LLMs we can attempt to estimate the cost and time penalties. Now agentic (true agentic – not workflows being described as agentic) is characterised by: This brings a whole new dimension to the cost and time penalty problem making it lot harder to…
- OpenAPI Integration with ADK
- Building A Multi-Agent System: Part 2
- Cost of Agentic
- Building A Multi-agent System: Part 1
- Building An Agentic Application
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