Chat with your PDF documents through Telegram

Send a PDF to your Telegram bot, then ask it questions and get answers pulled straight from the document.

How the work actually flows

It branches. Exactly one path is taken.

Pattern: Exclusive Choice (4)

flowchart TD trig>"pdf or question sent"]:::trig s0["receive telegram message"]:::task s1["identify message type"]:::task trig --> s0 s0 --> s1 gx{"× is this a pdf or question"}:::gate s1 --> gx p00["extract and index pdf text"]:::task gx -->|"pdf upload"| p00 p10["search indexed content"]:::task gx -->|"question asked"| p10 p11["generate ai answer"]:::task p10 --> p11 p00 --> out p11 --> out out[/"answers pulled from your pdf"/]:::out pay{{"quick access to document info"}}:::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 stepOne path onlyResultPayoff
Build size
Advanced

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

Business functions
AI Chatbots & AssistantsKnowledge Base & RAGMessaging & NotificationsDocument Processing & OCR
Connects
TelegramPineconeGroqOpenAI

The problem it solves

You have a long PDF, a contract, manual, or report, and you need one specific answer buried somewhere inside it. Skimming or searching page by page wastes time you don't have.

Who it fits

Anyone who needs quick answers from long PDF documents, like contracts, manuals, or reports, without reading the whole thing.

How it works

  1. You send a PDF to the Telegram bot
  2. The document is stored so its content can be searched
  3. You send a question in the chat
  4. AI searches the document for relevant information and answers your question
What you get

Answers pulled straight from your PDF

Send a PDF to your Telegram bot and ask it questions to get answers pulled directly from the document.

What you get

Instant, accurate answers to your questions about a PDF, delivered right in Telegram.

What you need

A Telegram bot account, a Pinecone account, and API keys for OpenAI and Groq.

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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