Build a simple AI chat assistant that can check weather and news

Chat with an AI assistant powered by Google Gemini that can look up live weather and news for you.

How the work actually flows

It branches. Exactly one path is taken.

Pattern: Exclusive Choice (4) · Simple Merge (5)

flowchart TD trig(("user types a message")):::human s0["AI decides if tool needed"]:::task s1["generate response"]:::task trig --> s0 gx{"× weather news or neither"}:::gate s0 --> gx p00["check live weather data"]:::task gx -->|"weather lookup"| p00 p10["check news feed"]:::task gx -->|"news lookup"| p10 jn{"○ combine into answer"}:::gate p00 --> jn p10 --> jn jn --> s1 out[/"working AI chat assistant"/]:::out pay{{"hands-on example of AI agents"}}:::pay s1 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
A stepA personOne path onlyPaths rejoinResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
AI Agents & Autonomous SystemsAI Chatbots & Assistants
Connects
Google Gemini

The problem it solves

You want to try out an AI assistant that can actually do things, not just chat, but building one from scratch feels technical and out of reach. You are not sure where to start or what is realistically possible with today's AI tools.

Who it fits

Business owners or teams who are curious about AI agents and want a simple, working example before building something more advanced.

How it works

  1. You type a message into a simple chat window
  2. Google Gemini reads your message and decides whether it needs extra information
  3. If needed, it checks live weather data or a news feed
  4. It remembers the last few messages so you can ask follow-up questions
  5. You get a natural, conversational answer back in the chat
What you get

A working example of an AI assistant

You get a simple AI chat assistant that can look up live weather and news, giving you a working example to explore before building further.

What you get

A working chat assistant that answers questions and can pull in real weather or news data on request.

What you need

A free Google AI API key.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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