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Tech Talk: Diagnostic agent using Gemini and OSQuery

AICamp London • Jan 22, 2026 • London, UK
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

DevFest Scotland 2025 • Nov 29, 2025 • Edinburgh, UK
BiznagaFest 2025 • Oct 25, 2025 • Malaga, Spain
TDC Sao Paulo 2025 • Sep 17, 2025 • Sao Paulo, Brazil
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

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
ai & development adk gemini vertex-ai python rag tutorial
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
ai & development gemini vertex-ai python tutorial
This article explores the communication model between the client code and the Gemini API using the Vertex AI SDK for Python