Turn any topic into a sourced research summary instantly

Ask a research question in chat and get back a structured summary with cited sources in seconds.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig>"question submitted in chat"]:::trig s0["search web for sources"]:::svc s1["AI extracts key information"]:::svc s2["generate summary with citations"]:::svc s3["return answer in chat"]:::svc trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"sourced research summary delivered"/]:::out pay{{"fast answers without manual searching"}}:::pay s3 --> 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 itAn outside serviceResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
AI Agents & Autonomous SystemsAI Chatbots & AssistantsResearch & Market Intelligence
Connects
Google GeminiSearXNG

The problem it solves

Researching a topic properly means searching multiple sources, reading through results, and pulling together a coherent summary with citations, work that eats an afternoon when you just need the highlights. Doing this for every new topic or follow-up question adds up fast.

Who it fits

Best for analysts, content creators, or researchers who need quick, sourced answers without manual searching.

How it works

  1. A research question is submitted through chat
  2. The system searches the web for relevant sources
  3. AI reads the results and pulls out the key information
  4. A structured summary with source citations is generated
  5. The answer is returned in chat, with memory for follow-up questions
What you get

Answers you get without searching yourself

You ask a question and get a clear, sourced summary back in seconds, ready to guide your next decision.

What you get

A structured summary of the topic with linked sources, ready to use or share.

What you need

A Google Gemini API key and a connected web search service.

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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