Answer Telegram questions by voice or text from your own documents

Lets people ask questions by voice or text in Telegram and answers using only your own uploaded documents.

How the work actually flows

It branches. Exactly one path is taken.

Pattern: Exclusive Choice (4) · Simple Merge (5)

flowchart TD trig>"telegram message received"]:::trig s0["receive voice or text message"]:::task s1["transcribe voice to text"]:::svc s2["search uploaded documents"]:::svc s3["send sourced reply"]:::task trig --> s0 s1 --> s2 s2 --> s3 gx{"× voice or text message"}:::gate s0 --> gx p00["transcribe to text"]:::task gx -->|"voice message"| p00 p10["no transcription needed"]:::task gx -->|"text message"| p10 jn{"○ search documents"}:::gate p00 --> jn p10 --> jn jn --> s1 out[/"sourced answer sent on telegram"/]:::out pay{{"instant answers from existing documents"}}:::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 serviceOne path onlyPaths rejoinResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsKnowledge Base & RAGMessaging & NotificationsImage & Media Processing
Connects
TelegramOpenAI

The problem it solves

Your team or customers keep asking the same questions that are already answered somewhere in your documentation, but nobody wants to dig through files to find the answer. Typing out a search request is often slower than just asking someone directly.

Who it fits

Teams or support desks that want an internal or customer-facing assistant grounded in their own documents.

How it works

  1. Someone sends a text or voice message on Telegram
  2. Voice messages are transcribed into text automatically
  3. An AI agent searches your uploaded documents for the answer
  4. A clear, sourced reply is sent back on Telegram
What you get

Answers grounded in your own documents

You get instant answers to voice or text questions on Telegram, sourced directly from your own documents.

What you get

A direct Telegram reply answering the question, based on your own documents.

What you need

A Telegram bot, an OpenAI API key, and a knowledge base 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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