Turn Google Drive files into a searchable AI chat assistant

The system reads everything in a Google Drive folder and lets your team ask it questions in plain English.

How the work actually flows

It branches. Exactly one path is taken; runs once per each file in the folder.

Pattern: Exclusive Choice (4) · Simple Merge (5) · Multiple Instances with a priori Run-Time Knowledge (14)

flowchart TD trig[\"new files in drive folder"\]:::trigdata s0[["extract text from files"]]:::mi s1["tag documents with metadata"]:::svc s2[("chunk into knowledge base")]:::store s3["search your documents"]:::task trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 gx{"× answer found in documents"}:::gate s3 --> gx p00["return document answer"]:::task gx -->|"answer from documents"| p00 p10["search the web instead"]:::task gx -->|"no match found"| p10 jn{"○ answer returned"}:::gate p00 --> jn p10 --> jn jn --> out out[/"chat assistant answers from your documents"/]:::out pay{{"faster answers without searching files"}}:::pay 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 stepAn outside serviceRuns once per itemA record or sheetOne path onlyPaths rejoinResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsAI Chatbots & AssistantsKnowledge Base & RAGDocument Processing & OCRFile & Cloud Storage
Connects
Google DriveMistral AIOpenAIQdrantTavily

The problem it solves

Your team's knowledge is scattered across documents in Drive, and finding the right answer means digging through files one by one. New hires and busy staff alike waste time searching instead of just asking.

Who it fits

Teams that want to search or query their own internal documents through a simple chat interface.

How it works

  1. Files in a chosen Google Drive folder are scanned
  2. Text is pulled out of each document, including scans and images
  3. AI tags each document with useful metadata
  4. Text is chunked and stored in a searchable knowledge base
  5. A chat question triggers a search of your documents, with a web search fallback
What you get

Answers pulled from your own documents instantly

Your team gets instant answers to questions about your internal documents, pulled straight from your Google Drive files.

What you get

A chat assistant that answers questions using your own documents, with a live answer for each question.

What you need

A Google Drive account, Mistral AI, OpenAI, Qdrant, and Tavily accounts.

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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