Build searchable memory from Telegram with Gemini embeddings
When a message hits Telegram, Gemini generates an embedding so everything you capture becomes findable by meaning, not just keywords.
Trigger
New Message Received
Triggered when your bot receives a new message in a private chat, group, or supergroup. To receive every message in a group, Privacy Mode must be disabled for the bot in BotFather.
Action
Embed Content (Gemini)
Generates text embeddings using gemini embedding models. converts text into numerical vectors for semantic search, similarity comparison, clustering, and classification tasks.
Why this helps
Dropping ideas into Telegram as a scratchpad and never being able to find them again later.
- Makes your Telegram scratchpad searchable by meaning
- Turns scattered notes into a queryable knowledge base
- Prevents good ideas from getting lost in the scroll
Setup
Build it in a few focused steps.
- 1Connect Telegram and Gemini to Notis once in the portal.
- 2Create the automation under Automations, or just ask Notis in plain language.
- 3Describe the outcome: when a new Telegram message arrives, have Gemini embed it for semantic search.
- 4Pick the New Message Received trigger and the channel for run reports.
- 5Send a test note and confirm Gemini returns the embedding.
Questions about this workflow
What is an embedding used for?
It converts text into vectors so you can later search, cluster, or compare notes by meaning rather than exact words.
Do I need to understand vectors?
No. You describe the outcome in plain language and Notis handles the Gemini call.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Telegram to Gemini. A trigger fires from one place; an action lands in another.
Telegram triggers
Gemini actions
New Message Received
Triggered when your bot receives a new message in a private chat, group, or supergroup. To receive every message in a group, Privacy Mode must be disabled for the bot in BotFather.
Count Tokens (Gemini)
Counts the number of tokens in text using gemini tokenization. useful for estimating costs, checking input limits, and optimizing prompts before making api calls.
New Channel Post
Triggered when a new post is published to a channel where your bot is an administrator.
Download Video (Veo)
Downloads a generated veo video to local storage. takes the video uri from a completed operation and saves it to the specified file path.
Callback Query Received
Triggered when a user taps an inline keyboard button attached to one of your bot's messages.
Embed Content (Gemini)
Generates text embeddings using gemini embedding models. converts text into numerical vectors for semantic search, similarity comparison, clustering, and classification tasks.
Message Edited
Triggered when a message in a chat your bot can see is edited by its sender.
Generate Content (Gemini)
Generates text content from prompts using gemini models. supports various models like gemini flash and pro with configurable temperature, token limits, and safety settings for diverse text generation tasks.
New Chat Member
Triggered when a new member joins a group or supergroup the bot belongs to, including when the bot itself is added.
Generate Image (Gemini 2.5 Flash)
Generates images from text prompts using gemini 2.5 flash image preview model. supports creative image generation with customizable parameters like aspect ratio, safety settings, and optional file saving.
Generate Videos (Veo)
Generates videos from text prompts using google's veo models. creates high-quality video content with customizable aspect ratios, duration, and style controls. returns operation id for tracking progress.
Get Videos Operation (Veo)
Checks the status of a veo video generation operation. use the operation name from generatevideos to track progress and get the download url when complete.
List Models (Gemini API)
Lists available gemini and veo models with their capabilities and limits. useful for discovering supported models and their features before making generation requests.
Connect any two apps with Notis in the middle.
Not just Telegram and Gemini. Any combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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