Give customers an AI assistant that can search the web and calculate

A chat-based AI assistant remembers the conversation, does math, and looks up current information online.

How the work actually flows

It branches. Any that apply are taken; all paths must finish before it continues.

Pattern: Multi-Choice (6) · Synchronisation (3)

flowchart TD trig>"message arrives in chat"]:::trig s0["read message and history"]:::task s1["decide which tools are needed"]:::task s2["reply with combined answer"]:::task trig --> s0 s0 --> s1 gx{"○ does it need search or math"}:::gate s1 --> gx p00["search the web"]:::task gx -->|"needs current info"| p00 p10["calculate the answer"]:::task gx -->|"needs calculation"| p10 jn{"+ combine results"}:::gate p00 --> jn p10 --> jn jn --> s2 out[/"informed reply sent in chat"/]:::out pay{{"reduces repetitive support workload"}}:::pay s2 --> 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
Starts itA stepAny that applyWaits for allResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
AI Agents & Autonomous SystemsAI Chatbots & Assistants
Connects
OpenAISerpApi

The problem it solves

Answering repetitive questions or looking things up for customers and staff takes time away from higher-value work. You want a helpful assistant on hand that can actually look things up and do calculations, not just repeat canned answers.

Who it fits

Businesses that want a capable AI assistant for customer or internal chat support.

How it works

  1. A message arrives in the chat
  2. The AI reads the message along with the recent conversation history
  3. If the question needs current information, it searches the web
  4. If it needs math, it calculates the answer
  5. The AI replies in the chat with a complete, informed answer
What you get

Questions answered by a well matched model

You give chat visitors informed answers backed by web search and quick calculations, handled entirely within the conversation.

What you get

A chat-based AI assistant that gives informed, conversational answers using memory, calculations, and live web search.

What you need

An OpenAI account and a SerpApi account for web search.

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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