How to build a financial analyst assistant with Vertex AI Studio & Gemini in under 10 minutes

Опубликовано 6 декабря 2025, 17:01

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Watch how to build a production grade financial analyst assistant using Vertex AI and Gemini 3 in less than 10 minutes. Googlers Shubham Saboo and Colby Hawker demonstrate how to go from a PDF earnings report to a working application without writing a single line of code. This tutorial covers the new "vibe coding" build feature in Vertex AI Studio, allowing you to generate working code instantly.

1️⃣ Start building immediately in "Express mode" without a credit card or Google Cloud account.
2️⃣ Use the new "/build" command to instantly generate a working application from prompt instructions.
3️⃣ Leverage built-in AI agents to optimize prompts for production-ready JSON output.
4️⃣ Scale from prototype to production with secure, one click API key generation.
*Keep in mind that Express Mode access is still in preview and not universally accessible.

Chapters:
0:00 - Intro: Building a financial analyst assistant
0:30 - The developer friction problem
1:12 - Use case: Converting PDF data to diagrams
1:58 - Getting started with Vertex AI Studio
2:59 - The "trial and error" prompting loop
4:00 - Optimizing prompts with slash commands
5:21 - Automating response evaluation
5:41 - Generating code & API keys instantly
6:40 - Building the full app with /build
6:53 - Scaling to sophisticated agents with tools
7:54 - Moving to production & team collaboration
9:13 - Recap

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Speakers: Shubham Saboo, Colby Hawker
Products Mentioned: Vertex AI Studio, Gemini 3