Turn a Telegram channel into a RAG knowledge base
Product, support and tips channels hold answers that never make it into the docs. Message text arrives with HTML stripped and entities decoded, so it is usable without a cleaning pass — chunk it, embed it, and keep the t.me permalink on each row so your assistant can cite the message it answered from.
Input
Output fields
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The Telegram Channel Scraper 📨 Messages, No Bot Token Actor is ready to run with the inputs already set for "Turn a Telegram channel into a RAG knowledge base". Sign up or log in and you'll land in Apify Console with a copy of this exact task.
Start the "Turn a Telegram channel into a RAG knowledge base" task
The Telegram Channel Scraper 📨 Messages, No Bot Token Actor will start running based on the input automatically. You can also change all the input fields, like channels and max messages per channel, to match your specific use case.
Receive the "Turn a Telegram channel into a RAG knowledge base" output
Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as success, source channel, message id, and more.
Integrate into your workflow
The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Turn a Telegram channel into a RAG knowledge base" task via API.
Integrate "Turn a Telegram channel into a RAG knowledge base" into your workflow
Connect "Turn a Telegram channel into a RAG knowledge base" with 100+ integrations, or run it via API or MCP.
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