Deep research assistant with Perplexity AI and Telegram citations
Turn your Telegram messenger into a sophisticated research engine that utilizes Perplexity's powerful AI models to provide cited, real-time answers. This automation handles everything from simple lookups to complex multi-source synthesis while maintaining a full history of your research sessions. It is designed to bridge the gap between instant messaging and professional-grade intelligence gathering.
Run this with your team's AIWhat This Recipe Does
Transform your Telegram messenger into a powerful AI-driven research assistant. This automation bridges the gap between instant messaging and deep web intelligence by connecting Telegram directly to Perplexity AI. Instead of manually searching the web and synthesizing information, users can simply send a query via Telegram and receive a comprehensive, cited, and accurate report back in seconds. The workflow handles the heavy lifting of information retrieval and summarization, ensuring that high-quality data is delivered exactly where your team already communicates. This eliminates the need to switch between browser tabs or manage complex search queries, significantly increasing productivity for professionals who require real-time answers and market intelligence on the go. By automating the research loop, your business can make faster, data-backed decisions without the overhead of manual investigation.
What your team gets
Forms and dashboards, so it is not a script only one person understands
Runs on your schedule in the cloud, so it does not stop when a laptop closes
Endpoints, so the rest of your stack can trigger the same work
Perplexity, Telegram connected for the team, not per person
How It Works
- 1
Open the recipe and connect your accounts
Connect Perplexity and Telegram once, in your team cloud, and nobody has to do it again on their own machine
- 2
Tell your own agent what is different about your process
Claude, ChatGPT, Cursor, whichever your team already uses. It adapts the recipe to how you actually work
- 3
Run it, then leave it running
It lives in your team cloud, so it keeps going after you close the laptop and every teammate's AI can use it
Who Uses This
- Market researchers who need to gather instant competitive intelligence or industry trends while away from their desks.
- Sales teams who require quick background checks or company summaries before jumping into a prospect meeting.
- Content creators looking for verified facts and sources to support their writing without leaving their primary communication app.
Frequently Asked Questions
Do I need to be a developer to set this up?
No. This automation is designed for business users and can be deployed by connecting your Telegram bot token and Perplexity API key within the Runwork interface.
Can I limit who has access to the AI assistant?
Yes. The built-in filter allows you to restrict the automation to specific Telegram users or chat IDs, ensuring your API resources are only used by authorized team members.
How current is the information provided by the assistant?
The assistant uses Perplexity AI, which accesses real-time web data to provide the most up-to-date information available, unlike standard static AI models.
What kind of responses will I receive in Telegram?
You will receive a clear, synthesized text response that answers your specific prompt, often including citations and links to the original information sources.
Coming from n8n?
This recipe uses nodes like Langchain.agent, Langchain.lmChatOpenAi, Langchain.memoryBufferWindow, PerplexityTool and 4 more. On Runwork, you don't need to learn n8n's workflow syntax. Describe what you want to your own AI agent in plain English.
Based on n8n community workflow. View original
Related Recipes
Telegram chat summarizer with AI - using @telepilotco/n8n-nodes-telepilot
Managing data sets for AI assistants often involves tedious manual sorting and reorganization. This automation streamlines the process by automatically splitting, filtering, and re-aggregating data to ensure your AI models receive perfectly formatted information every time. By removing the manual labor from data preparation, your team can focus on high-level strategy rather than technical cleanup. The workflow acts as a sophisticated data processor that takes raw inputs and refines them into structured outputs, making it easier to maintain accuracy and consistency across your AI-driven applications. Whether you are handling customer feedback, product lists, or internal documentation, this tool ensures your data is ready for immediate use. Implementing this automation reduces the risk of human error and significantly speeds up the time it takes to move information from its source into your AI assistant's knowledge base, ultimately improving the quality of AI responses and the efficiency of your operations.
Manage Asana projects with natural language AI assistant via chat & webhook
This AI-powered Asana Assistant transforms how your team interacts with project management data. Instead of navigating complex dashboards or manually entering repetitive task details, users can simply describe their needs in plain language. The automation leverages advanced AI to interpret intent, identify relevant project parameters, and execute actions within Asana automatically. This results in significant time savings for project managers and team members who need to capture action items quickly during meetings or throughout the workday. By streamlining the bridge between conversation and execution, this tool ensures that no task falls through the cracks. It improves data accuracy by standardizing how information is captured and categorized, allowing your leadership team to maintain a clear view of project health without constant manual oversight. Whether you are assigning new responsibilities, updating deadlines, or checking the status of a specific milestone, this interface provides a frictionless experience that keeps your team focused on high-value work rather than administrative overhead.
Telegram trading bot assistant | LLM powered trading bot for crypto/forex
This automation transforms Telegram into a powerful mobile command center for your business operations. By connecting Telegram directly to your internal tools and data sources via HTTP requests, it allows team members to trigger complex workflows, retrieve real-time reports, and manage tasks through a familiar chat interface. Instead of switching between multiple enterprise applications or waiting until you are at a desk, you can execute critical actions instantly using simple chat commands. This recipe is designed to bridge the gap between communication and execution, ensuring that information flows seamlessly from mobile devices to your core business systems. The result is a significant reduction in response times, improved data accessibility for field teams, and a streamlined approach to task management that keeps your business moving forward regardless of where your team is located.
Create a voice assistant interface with OpenAI and text-to-speech
This automation serves as the foundation for building custom, interactive AI assistants that bridge the gap between complex backend logic and user-friendly web interfaces. By utilizing webhooks and dynamic HTML rendering, it allows businesses to deploy branded AI interfaces that handle user inquiries in real-time. Instead of relying on generic chat platforms, this workflow enables you to capture user input, process it through your specific business logic, and return a tailored response instantly. This is particularly valuable for companies looking to provide self-service tools, automated customer support, or internal knowledge bases without requiring users to navigate complex databases or technical documentation. The result is a seamless digital experience that increases engagement and reduces the manual workload on support teams by providing immediate, accurate information through a professional web-based portal.
Run this with the AI your team already uses
Your agent adapts it, your team cloud keeps it running, and everyone's AI can find it.
Open this recipe in Runwork