CREATE Your Own AI Personal Assistant with n8n and Telegram TODAY
Leon van Zyl・24 minutes read
An AI assistant can significantly boost productivity by researching topics, scheduling, and managing emails through Telegram, while also generating content ideas for YouTubers. Users can create and integrate their assistant by setting up a Telegram bot, utilizing cloud hosting services, and configuring advanced AI tools for enhanced functionality and personalized interactions.
Insights
- The AI assistant enhances productivity by offering a wide range of services, including research, content planning, and real-time information retrieval, making it a valuable tool for users seeking efficiency in their daily tasks.
- Users can create and customize their own AI assistant by setting up a Telegram bot through BotFather, which involves selecting a unique name, obtaining an API token, and hosting the bot on platforms like RepoCloud for affordable deployment.
- The assistant's capabilities can be significantly expanded by integrating various tools, such as a research agent for online information retrieval and a YouTube research agent for generating content ideas, enabling users to automate and streamline their content creation processes effectively.
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Recent questions
What is artificial intelligence?
Artificial intelligence (AI) refers to the simulation of human intelligence in machines that are programmed to think and learn like humans. AI systems can perform tasks such as problem-solving, understanding natural language, recognizing patterns, and making decisions based on data. The field encompasses various sub-disciplines, including machine learning, where algorithms improve through experience, and natural language processing, which enables machines to understand and respond to human language. AI is increasingly integrated into everyday applications, from virtual assistants to recommendation systems, enhancing efficiency and enabling new capabilities across industries.
How can I improve my productivity?
Improving productivity involves adopting strategies and tools that help you manage your time and tasks more effectively. Start by setting clear goals and prioritizing your tasks based on urgency and importance. Utilize productivity techniques such as the Pomodoro Technique, which encourages focused work sessions followed by short breaks. Additionally, consider using digital tools like task management apps to organize your workload and track progress. Minimizing distractions, creating a conducive work environment, and establishing a routine can also significantly enhance your productivity. Regularly reviewing your performance and adjusting your strategies will help you stay on track and continuously improve.
What are the benefits of using chatbots?
Chatbots offer numerous benefits, including enhanced customer service, increased efficiency, and cost savings. They can provide instant responses to customer inquiries, available 24/7, which improves user experience and satisfaction. By automating routine tasks, chatbots free up human agents to focus on more complex issues, thereby increasing overall productivity. Additionally, chatbots can handle multiple interactions simultaneously, reducing wait times and improving service scalability. They also gather valuable data on customer preferences and behaviors, which can inform business strategies and marketing efforts. Overall, chatbots streamline operations and enhance engagement in various sectors.
What is cloud computing?
Cloud computing is the delivery of computing services over the internet, allowing users to access and store data and applications on remote servers rather than on local devices. This model offers flexibility, scalability, and cost-effectiveness, as users can pay for only the resources they consume. Cloud services include infrastructure as a service (IaaS), platform as a service (PaaS), and software as a service (SaaS), catering to different needs. By leveraging cloud computing, businesses can enhance collaboration, improve data security, and ensure business continuity through backup and recovery solutions. It has become a fundamental component of modern IT strategies.
How do I create a Telegram bot?
Creating a Telegram bot involves a few straightforward steps. First, you need to open the Telegram app and search for the BotFather, which is the official bot for creating other bots. Start a chat with BotFather and use the command "/newbot" to initiate the bot creation process. You will be prompted to provide a name and a unique username for your bot, which must end with "bot." Once created, BotFather will give you an API token, which is essential for connecting your bot to your applications. Store this token securely, as it allows you to manage and interact with your bot programmatically.
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Summary
00:00
AI Assistant for Productivity and Content Creation
- An AI assistant can research topics, plan content, schedule appointments, read emails, and provide 24/7 help via Telegram, enhancing productivity and accessibility.
- Users can interact with the assistant by asking questions like, "What is the current weather in Cape Town?" to retrieve real-time information from the web.
- The assistant can assist YouTubers by generating content ideas, such as asking for a script outline and title ideas for videos on specific features or events.
- To create the assistant, users must set up a chatbot in Telegram by starting a conversation with BotFather and following prompts to create a new bot.
- Users must provide a name and a unique username ending with "bot" when creating their Telegram bot, such as "Max_Personal_Assistant_Bot."
- After creating the bot, users need to copy the API token provided by BotFather and store it securely for future use.
- The assistant's functionality requires hosting NNN in the cloud, with options like the NNN Managed Cloud Service for €20/month or self-hosting for a lower cost.
- RepoCloud offers a one-click deployment for NNN at $3/month, providing free credit for the first month, making it an affordable hosting option.
- Users can deploy their NNN instance by clicking "Deploy Now," creating an account, naming the project, and waiting a few minutes for deployment to complete.
- To keep the NNN instance updated, users can go to "Rebold" on the RepoCloud page to pull the latest version and deploy it easily.
05:33
Creating a Telegram AI Personal Assistant
- Create a new flow named "Max Personal Assistant" in the dashboard, using an emoji for easy identification as an assistant.
- Set the trigger to "On Message" by searching for "Telegram" and create new Telegram credentials with a token from Botfather.
- Test the integration by sending a message like "Hello" in Telegram, confirming successful reception of the message ID, sender's name, and text.
- Add an "AI Agent" node under "Advanced AI," selecting "Tool Agent" and changing the prompt source to "Find," using the text received from Telegram.
- Assign an "AllyleM" model, preferably OpenAI's GPT-4 or greater, to ensure the agent can handle multiple tools and has a large context window.
- Obtain the OpenAI API key by visiting platform.openai.com, creating a new key named "N8N Personal Assistant Demo," and saving it in N8N.
- Set the AI agent to respond to messages, testing the node to receive a response like "Hello, how can I assist you?"
- Use the "Send a Text Message" action in Telegram, adding the chat ID from the trigger and selecting the AI agent's output for the response text.
- Implement a memory node to allow the assistant to recall previous messages, setting the session ID to the chat ID and configuring it to return the last 20 messages.
- Start a new conversation by stating "My name is Leon," and verify that the assistant can recall the name due to the memory node's functionality.
11:04
Enhancing Agent Functionality with Integrated Tools
- Assign tools to the agent using the nn8n platform, enabling integration with Gmail for reading and responding to emails and calendar for managing entries.
- Utilize the calculator tool for mathematical operations, as LLMs struggle with math tasks; this tool is essential for accurate calculations.
- Modify the system prompt of the agent to inform it about the assigned tools, including when and how to use them, enhancing its functionality.
- To add a system prompt, navigate to options, click on "add option," and select "system essay" to create a clear directive for the agent.
- Include user-specific information in the system prompt, such as the user's first name and the current date and time, using JavaScript for dynamic data insertion.
- Create a separate research agent to enhance the assistant's capabilities, allowing it to retrieve information online and pass results back to the main assistant.
- Set up the research agent workflow by renaming it and selecting the trigger "when called by another workflow" for efficient task management.
- Use mock data during testing to ensure the research agent functions correctly; this involves editing the workflow to accept query parameters.
- Assign tools to the research agent, including the Wikipedia tool and Hacker News, configuring the latter to retrieve the last five articles based on relevant keywords.
- Implement the SERP API tool for Google searches, ensuring the agent can perform comprehensive online research and provide accurate responses based on user queries.
17:25
Creating a YouTube Research Workflow in N8N
- To obtain the API key, visit SERP API.com, sign in, copy your private key, and add it to N8N, then save and close the pop-up.
- Test the workflow by checking the response and output to confirm that research results are displayed correctly before saving the flow.
- Create a new tool by selecting "call N8N workflow tool," naming it "research agent," and providing a description for its purpose in performing research on any topic.
- In the system prompt of the supervisor agent, add the tool name "research agent" and instruct it to use this tool for detailed queries to enhance research quality.
- Create a new workflow named "YouTube research," triggered by another workflow, and input mock data with the query "create a YouTube video on llama 3.3."
- Set up an AI agent to perform specific research for YouTube videos, adding a system message to define its role in generating a comprehensive report.
- Generate a script outline by creating a new node, using the previous agent's output, and instructing it to structure the video script based on the research.
- Create a title generator node, defining its role to produce high click-through rate titles based on the video description, and execute the previous nodes for input.
- Combine the outputs from the title generator and script outline into a single response field, renaming the node to "format response" before saving the flow.
- Activate the YouTube agent tool in the personal assistant, ensuring it listens for messages from N8N, and test it with queries like "what happened on day five of 12 days of open AI."
23:36
YouTube Assistant Enhances N8N Content Creation
- The YouTube research assistant in N8N is operational, providing necessary details for video creation, including titles and script outlines, enhancing the content generation process.
- Users should add the YouTube agent tool to their system message, ensuring the original script is returned without modifications for accurate user expectations.
- For further learning on automating tasks with N8N, viewers are encouraged to explore the N8N beginner series for comprehensive guidance.
