↓ Skip to main content
danicat.dev

Python

Talks & Events

Tech Talk: Diagnostic agent using Gemini and OSQuery

Inspired by the "computer" in Star Trek, in this talk we are going to create a natural language diagnostic agent that can answer questions about your computer, from asking the number of cores and amount of memory installed to running a "Level 1 Diagnostic Procedure". This AI agent will be built step by step using Python, Vertex AI, Gemini and OSQuery.
Slides  Source Code

How to create a diagnostics agent using Gemini and OSQuery

Inspired by the "computer" in Star Trek, in this talk we are going to create a natural language diagnostic agent that can answer questions about your computer, from asking the number of cores and amount of memory installed to running a "Level 1 Diagnostic Procedure".
Slides

How to create a diagnostic agent using Gemini and OSQuery

Inspired by the "computer" in Star Trek, in this talk we are going to create a natural language diagnostic agent that can answer questions about your computer, from asking the number of cores and amount of memory installed to running a "Level 1 Diagnostic Procedure".
Slides

Como criar um agente de diagnósticos usando Gemini e Osquery

This talk demonstrates how to build an AI agent step-by-step using Python, Vertex AI, Gemini, and Osquery. It explores how Osquery, a tool for exposing OS information via SQL, can be leveraged by large language models to enable advanced diagnostics through natural language queries, eliminating the need to memorize complex command lines.
Slides

Articles

How to Build an Offline Agent with ADK, Ollama and SQLite

·13 mins· loading · loading
ai & development ai python tutorial rag gemini adk
Learn how to make your AI agent completely offline. We walk through swapping the cloud model for a local Qwen 2.5 via Ollama, and building a local RAG knowledge base using SQLite and sqlite-rag to query Osquery schemas and packs.

Beyond the Dev-UI: How to Build an Interface for an ADK agent

·14 mins· loading · loading
ai & development genai tutorial adk gemini python fastapi frontend agent
Elevate your Google ADK agent with a custom, retro-style interface. This step-by-step guide shows you how to replace the standard Dev-UI using FastAPI and vanilla JavaScript, adding personality with a real-time streaming, AI-generated avatar.

How to Create a Diagnostic Agent With Agent Development Kit

·14 mins· loading · loading
agent development adk gemini python rag tutorial vertex-ai
This article is a guide to creating a diagnostic agent with the Agent Development Kit (ADK). It covers the development process and explains how to use Vertex AI RAG to improve the agent’s response quality.

Digging deeper into the Vertex AI SDK for Python

·12 mins· loading · loading
agent development gemini python tutorial vertex-ai
This article explores the communication model between the client code and the Gemini API using the Vertex AI SDK for Python