Ask questions about your PDF documents and get cited answers

Ask an AI chatbot questions about your PDF files and get answers that quote the exact source lines.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig(("you ask a question")):::human s0["search pdf content"]:::task s1["ai reads relevant sections"]:::task s2["ai writes cited answer"]:::task s3["return answer in chat"]:::svc trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"chat answer with source citation"/]:::out pay{{"fast sourced 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
A stepAn outside serviceA personResultPayoff
Build size
Advanced

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

Business functions
AI Chatbots & AssistantsKnowledge Base & RAGDocument Processing & OCRFile & Cloud Storage
Connects
OpenAIPineconeGoogle Drive

The problem it solves

You have long PDF documents, contracts, manuals, whitepapers, that take forever to search through by hand. When someone on your team needs a quick answer, they either read the whole thing or guess. You want a straight answer with proof of where it came from.

Who it fits

Any business that relies on lengthy PDF documents, like contracts, manuals, or research reports, and wants fast, sourced answers.

How it works

  1. You type a question into a simple chat window
  2. The system searches your PDF content for the most relevant sections
  3. AI reads those sections and writes an answer
  4. The answer includes a citation showing exactly which part of the PDF it came from
What you get

Answers pulled straight from your PDF files

You get answers to your questions pulled directly from your PDF documents, each one showing exactly which passage it came from.

What you get

A chat answer to your question, with a citation pointing to the exact page or lines in the PDF it used.

What you need

A Pinecone account and an OpenAI 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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