🤖🧠 AI Agent Chatbot + LONG TERM Memory + Note Storage + Telegram

This workflow is ideal for:

• Businesses looking to automate customer interactions via Telegram, enhancing engagement and support.
• Educators who wish to store and retrieve notes and long-term memories related to student interactions or curriculum.
• Developers interested in integrating AI capabilities into their applications for personalized user experiences.
• Individuals who want to maintain personal records or reminders in a structured manner using Google Docs.
• Teams that require collaborative note-taking and memory storage for project management and knowledge sharing.

This workflow addresses several key challenges:

• Automating Communication: It streamlines interactions through Telegram, allowing for immediate responses to user inquiries.
• Memory Management: It captures and stores important user information and notes, ensuring that valuable insights are not lost over time.
• Contextual Responses: By retrieving long-term memories and notes, it provides personalized and relevant responses, enhancing user satisfaction.
• Efficient Note Storage: It allows users to save and retrieve notes easily, facilitating better organization and access to information.

1. Trigger: The workflow begins when a chat message is received via Telegram.
2. Retrieve Long-Term Memories: It fetches relevant memories stored in Google Docs to provide context for the conversation.
3. Retrieve Notes: Simultaneously, it retrieves any notes related to the user’s previous interactions.
4. Aggregate Data: The workflow aggregates the retrieved memories and notes to create a comprehensive context for the AI response.
5. AI Tools Agent: The AI processes the input message and utilizes the aggregated context to formulate a personalized response.
6. Response Generation: The AI generates a response using either the GPT-4 model or the DeepSeek model, depending on the configuration.
7. Send Response: The final response is sent back to the user through Telegram, ensuring timely communication.
8. Save Memory or Notes: If the user provides new information worth remembering, the workflow can save this data for future interactions.