Chat with your PDF documents through a Telegram bot

Send a PDF to a chatbot, then ask questions and get answers pulled straight from that document.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig>"user sends pdf to bot"]:::trig s0["read and chunk document"]:::task s1[("store chunks in vector database")]:::store s2["retrieve relevant chunks"]:::task s3["generate and send answer"]:::svc trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"answer sourced from the document"/]:::out pay{{"instant 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 itA stepAn outside serviceA record or sheetResultPayoff
Build size
Advanced

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

Business functions
Knowledge Base & RAGMessaging & NotificationsDocument Processing & OCRFinance & AccountingSecurity & Compliance
Connects
TelegramGoogle GeminiPinecone

The problem it solves

Digging through long contracts, reports, or research papers to find one answer eats up your afternoon. You know the information is in there somewhere, but searching page by page is slow and easy to get wrong.

Who it fits

Researchers, analysts, legal or compliance teams, and anyone who needs quick answers from long documents.

How it works

  1. You send a PDF to the chatbot
  2. The system reads the document and breaks it into searchable pieces
  3. You ask a question in chat
  4. AI finds the most relevant parts of the document and writes an answer based only on that content
  5. The chatbot sends you the answer
What you get

Answers pulled straight from the document you sent

Send a PDF to the chatbot and ask questions to get answers pulled directly from that document's content.

What you get

A direct answer to your question, sourced only from the document you uploaded.

What you need

A Telegram bot, a Google AI account, and a vector database 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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