Analyze and discuss web articles with AI inside Telegram

Send a link in Telegram and get an AI summary you can keep questioning, with the conversation remembered.

How the work actually flows

It repeats. Repeats another follow up asked.

Pattern: Structured Loop (21)

flowchart TD trig>"article link sent in chat"]:::trig s0["Fetch article content"]:::task s1["AI summarizes article"]:::svc s2(("User asks follow up question")):::human s3["AI answers using memory"]:::svc trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 lp{"reset command clears topic"}:::gate s3 --> lp lp -. "another follow up asked" .-> s2 lp -->|"finished"| out out[/"ongoing AI discussion of article"/]:::out pay{{"faster understanding without tab switching"}}:::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 serviceA personRepeat or finishResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsKnowledge Base & RAGMessaging & Notifications
Connects
TelegramGroqZep

The problem it solves

You come across long articles you want to actually understand, not just skim, but reading and digesting every one takes time you don't have. Switching between tabs to reread sections and look things up breaks your focus and slows you down.

Who it fits

Researchers, students, journalists, or anyone who wants to quickly digest and discuss long articles.

How it works

  1. You send an article link to your Telegram bot
  2. The bot fetches the article and sends it to AI for analysis
  3. You get a summary back and can ask follow-up questions in the same chat
  4. The AI remembers earlier questions so the conversation stays on topic
  5. You send a reset command whenever you want to start a new topic fresh
What you get

Articles you understand without reading start to finish

You send an article link in Telegram and get a clear summary you can keep questioning until you understand it fully.

What you get

A conversational AI summary and Q&A thread about any article, right in Telegram.

What you need

A Telegram bot, a Groq API key, and a Zep account for conversation memory.

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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