AI chatbot that searches the web and Wikipedia for answers

A chat assistant that looks up current information online and on Wikipedia before answering your questions.

How the work actually flows

It branches. Any that apply are taken.

Pattern: Multi-Choice (6) · Simple Merge (5)

flowchart TD trig(("user asks a question")):::human s0["decide if lookup needed"]:::task s1["recall recent conversation"]:::task s2["generate grounded answer"]:::task trig --> s0 s1 --> s2 gx{"○ which sources are needed"}:::gate s0 --> gx p00["query web search"]:::task gx -->|"search the web"| p00 p10["query wikipedia"]:::task gx -->|"check wikipedia"| p10 jn{"○ combine findings"}:::gate p00 --> jn p10 --> jn jn --> s1 out[/"answer grounded in current facts"/]:::out pay{{"skips manual fact checking"}}:::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
A stepA personAny that applyPaths rejoinResultPayoff
Build size
Standard

A mid-size build with several tools working together.

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

The problem it solves

You want quick, accurate answers to questions but a basic chatbot only knows what it was trained on and can be out of date or just wrong. Switching between a search engine and a chat window to double-check answers wastes time.

Who it fits

Teams or individuals who need a chat assistant that can pull in current, verifiable information.

How it works

  1. You type a question into the chat
  2. The AI decides whether it needs outside information to answer well
  3. It searches the web or looks up Wikipedia for supporting facts
  4. It remembers your last several messages to keep the conversation on track
  5. You receive an answer grounded in current information
What you get

Questions answered with fresh verified information

You get instant answers backed by up-to-date facts pulled from the web and Wikipedia, right inside your chat.

What you get

A conversational answer backed by live web and Wikipedia lookups.

What you need

An OpenAI account and a SerpAPI account.

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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