Sticky Note Automate

For Sticky Note, this automated workflow captures and manages conversation history, enabling seamless interaction with AI tools like OpenAI and Wikipedia. It enhances user experience by providing quick access to relevant information and insights, streamlining communication and task completion.

7/8/2025
9 nodes
Medium
manualmediumsticky notelangchain
Categories:
Manual TriggeredMedium Workflow
Integrations:
Sticky NoteLangChain

Target Audience

This workflow is designed for:


- Content Creators: Those who need to manage and summarize conversations effectively.
- Customer Support Teams: To streamline responses and utilize AI tools for enhanced service.
- Researchers: Individuals looking for efficient ways to gather information from various sources.
- Developers: Those integrating AI capabilities into applications for better user interaction.

Problem Solved

This workflow addresses:


- Inefficiency in Information Retrieval: Automates the process of gathering and summarizing information from various sources, including OpenAI and Wikipedia.
- Memory Limitations: Utilizes a memory buffer to retain the last 20 messages, ensuring context is maintained during conversations.
- Manual Triggering: Allows for user-initiated interactions, providing flexibility in when to engage the AI.

Workflow Steps

The workflow process includes:


1. Manual Chat Trigger: Starts the workflow when a user sends a chat message.
2. AI Agent Processing: The message is sent to the AI agent which determines the best course of action based on the input.
3. Utilizing Tools: The AI agent can leverage tools like SerpAPI and Wikipedia for additional information.
4. Language Model Interaction: The AI uses the Chat OpenAI model to generate responses based on the user input and gathered data.
5. Memory Management: The Window Buffer Memory retains the last 20 messages to ensure continuity in conversation.
6. Sticky Notes: Important notes are created to summarize conversation history and tools available to the agent.

Customization Guide

Users can customize this workflow by:


- Modifying the Chat Model: Change the model parameter in the Chat OpenAI node to use a different AI model.
- Adjusting Memory Length: Alter the contextWindowLength in the Window Buffer Memory node to retain more or fewer messages.
- Editing Sticky Note Content: Update the content in the Sticky Note nodes to reflect specific information relevant to the user's needs.
- Adding More Tools: Integrate additional tools or APIs within the workflow for expanded functionality.