How to make a Slack bot: Python vs low-code
Learn how to make a custom Slack bot with two approaches: using Python and n8n, a low-code workflow automation tool!
Save yourself the work of writing custom integrations for Google Sheets and Slack and use n8n instead. Build adaptable and scalable Data & Storage, Productivity, Communication, and HITL workflows that work with your technology stack. All within a building experience you will love.
In n8n, click the "Add workflow" button in the Workflows tab to create a new workflow. Add the starting point – a trigger on when your workflow should run: an app event, a schedule, a webhook call, another workflow, an AI chat, or a manual trigger. Sometimes, the HTTP Request node might already serve as your starting point.
You can find Google Sheets and Slack in the nodes panel. Drag them onto your workflow canvas, selecting their actions. Click each node, choose a credential, and authenticate to grant n8n access. Configure Google Sheets and Slack nodes one by one: input data on the left, parameters in the middle, and output data on the right.
A connection establishes a link between Google Sheets and Slack (or vice versa) to route data through the workflow. Data flows from the output of one node to the input of another. You can have single or multiple connections for each node.
Use n8n's core nodes such as If, Split Out, Merge, and others to transform and manipulate data. Write custom JavaScript or Python in the Code node and run it as a step in your workflow. Connect Google Sheets and Slack with any of n8n’s 1000+ integrations, and incorporate advanced AI logic into your workflows.
Save and run the workflow to see if everything works as expected. Based on your configuration, data should flow from Google Sheets to Slack or vice versa. Easily debug your workflow: you can check past executions to isolate and fix the mistake. Once you've tested everything, make sure to save your workflow and activate it.
Check Legal Regulations:
This workflow involves scraping, so ensure you comply with the legal regulations in your country before getting started. Better safe than sorry!
📌 Purpose
This workflow enables automated and AI-driven topic monitoring, delivering concise article summaries directly to a Slack channel in a structured and easy-to-read format.
It allows users to stay informed on specific topics of interest effortlessly, without manually checking multiple sources, ensuring a time-efficient and focused monitoring experience.
To get started, copy the Google Sheets template required for this workflow from here.
🎯 Target Audience
This workflow is designed for:
Industry professionals** looking to track key developments in their field.
Research teams** who need up-to-date insights on specific topics.
Companies** aiming to keep their teams informed with relevant content.
⚙️ How It Works
Trigger: A Scheduler initiates the workflow at regular intervals (default: every hour).
Data Retrieval:
RSS feeds are fetched using the RSS Read node.
Previously monitored articles are checked in Google Sheets to avoid duplicates.
Content Processing:
The article relevance is assessed using OpenAI (GPT-4o-mini).
Relevant articles are scraped using Jina AI to extract content.
Summaries are generated and formatted for Slack.
Output:
Summaries are posted to the specified Slack channel.
Article metadata is stored in Google Sheets for tracking.
🛠️ Key APIs and Nodes Used
Scheduler Node:** Triggers the workflow periodically.
RSS Read:** Fetches the latest articles from defined RSS feeds.
Google Sheets:** Stores monitored articles and manages feed URLs.
OpenAI API (GPT-4o-mini):** Classifies article relevance and generates summaries.
Jina AI API:** Extracts the full content of relevant articles.
Slack API:** Posts formatted messages to Slack channels.
This workflow provides an efficient and intelligent way to stay informed about your topics of interest, directly within Slack.
Nodes used in this workflow
Create custom Google Sheets and Slack workflows by choosing triggers and actions. Nodes come with global operations and settings, as well as app-specific parameters that can be configured. You can also use the HTTP Request node to query data from any app or service with a REST API.

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Yes, Google Sheets can connect with Slack using n8n.io. With n8n, you can create workflows that automate tasks and transfer data between Google Sheets and Slack. Configure nodes for Google Sheets and Slack in the n8n interface, specifying actions and triggers to set up their connection.
Yes, with n8n, you can programmatically interact with Google Sheets’s API via pre-defined supported actions or raw HTTP requests. With the HTTP Request node, you create a REST API call. You need to understand basic API terminology and concepts.
Yes, with n8n, you can programmatically interact with Slack’s API via pre-defined supported actions or raw HTTP requests. With the HTTP Request node, you create a REST API call. You need to understand basic API terminology and concepts.
Yes, it is safe to use n8n to integrate Google Sheets and Slack. n8n offers various features to ensure the safe handling of your data. These include encrypted data transfers, secure credential storage, RBAC functionality, and compliance with industry-standard security practices (SOC2 compliant). For hosted plans, data is stored within the EU on servers located in Frankfurt, Germany. You can also host it on your own infrastructure for added control.
Learn more about n8n’s security practices here.
To start integrating Google Sheets and Slack in n8n, you have different options depending on how you intend to use it:
Unlike other platforms that charge per operation, step, or task, n8n charges only for full workflow executions. This approach guarantees predictable costs and scalability, no matter the complexity or volume of your workflows.





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