Answer employee questions from uploaded PDFs via a Telegram chatbot

Lets your team ask a chatbot questions and get answers pulled straight from your uploaded PDF documents.

How the work actually flows

It branches. Every path runs.

Pattern: Parallel Split (2)

flowchart TD trig>"PDF document uploaded"]:::trig s0["read pdf document"]:::task s1["chunk and embed text"]:::svc trig --> s0 s0 --> s1 gx{"+ what happens with it"}:::gate s1 --> gx p00["copy file to drive"]:::task gx -->|"backup copy"| p00 p10["search embeddings on question"]:::task gx -->|"answer questions"| p10 p11["reply with answer"]:::task p10 --> p11 p00 --> out p11 --> out out[/"documents searchable and backed up"/]:::out pay{{"instant answers without manual searching"}}:::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 serviceEvery pathResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsAI Chatbots & AssistantsKnowledge Base & RAGMessaging & NotificationsDocument Processing & OCRSurvey & FeedbackFile & Cloud Storage
Connects
TelegramOpenAIGoogle Drive

The problem it solves

Your team keeps asking you the same questions that are already answered somewhere in your manuals, SOPs, or course materials. Nobody wants to dig through a stack of PDFs to find one paragraph. You also worry about losing those documents if a laptop dies or a file gets deleted.

Who it fits

Support teams, educators, or knowledge workers who want instant answers from a private library of PDF documents.

How it works

  1. A PDF you upload is read, broken into chunks, and turned into searchable AI embeddings
  2. A copy of the original PDF is automatically backed up to Google Drive
  3. A team member messages the chatbot with a question
  4. AI searches the embedded documents for relevant context and writes an answer
  5. The answer is sent back in the chat
What you get

PDF answers delivered instantly to your team

You get instant answers to employee questions pulled directly from your uploaded PDF documents, right inside your Telegram chat.

What you get

Instant, chat-based answers sourced from your own documents, plus a backed-up copy of every file.

What you need

A Telegram bot, an OpenAI API key, and a Google account for Drive.

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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