Python
Talks & Events
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.
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".
Articles
How to Build an Offline Agent with ADK, Ollama and SQLite
·13 mins·
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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·
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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·
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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.
Boldly Prompting: A Practical Guide to System Instructions and Agent Tools
·21 mins·
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ai & development
gemini
vertex-ai
python
tutorial
This article explores the concepts of system instruction, session history and agent tools to create a smarter diagnostic assistant.
Digging deeper into the Vertex AI SDK for Python
·12 mins·
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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
How I turned my computer into "USS Enterprise" using AI Agents
·11 mins·
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ai & development
gemini
vertex-ai
python
tutorial
How to create a diagnostic agent that speaks natural language using Gemini and Vertex AI Agent Engine