This workflow employs OpenAI's language models and SerpAPI to create a responsive, intelligent conversational agent. It comes equipped with manual chat triggers and memory buffer capabilities to ensure seamless interactions.
To use this template, you need to be on n8n version 1.50.0 or later.
This workflow integrates both web scraping and NLP functionalities. It uses HTML parsing to extract links, HTTP requests to fetch essay content, and AI-based summarization using GPT-4o. It's an excellent example of an end-to-end automated task that is not only efficient but also provides real value by summarizing valuable content.
Note that to use this template, you need to be on n8n version 1.50.0 or later.
⚙️🛠️🚀🤖🦾
This template is a PoC of a ReAct AI Agent capable of fetching random pages (not only Wikipedia or Google search results).
On the top part there's a manual chat node connected to a LangChain ReAct Agent. The agent has access to a workflow tool for getting page content.
The page content extraction starts with converting query parameters into a JSON object. There are 3 pre-defined parameters:
url** – an address of the page to fetch
method** = full / simplified
maxlimit** - maximum length for the final page. For longer pages an error message is returned back to the agent
Page content fetching is a multistep process:
An HTTP Request mode tries to get the page content.
If the page content was successfuly retrieved, a series of post-processing begin:
Extract HTML BODY; content
Remove all unnecessary tags to recude the page size
Further eliminate external URLs and IMG scr values (based on the method query parameter)
Remaining HTML is converted to Markdown, thus recuding the page lengh even more while preserving the basic page structure
The remaining content is sent back to an Agent if it's not too long (maxlimit = 70000 by default, see CONFIG node).
NB:
You can isolate the HTTP Request part into a separate workflow.
Check the Workflow Tool description, it guides the agent to provide a query string with several parameters instead of a JSON object.
Please reach out to Eduard is you need further assistance with you n8n workflows and automations!
Note that to use this template, you need to be on n8n version 1.19.4 or later.
Enrich your company lists with OpenAI GPT-3 ↓
You’ll get valuable information such as:
Market (B2B or B2C)
Industry
Target Audience
Value Proposition
This will help you to:
add more personalization to your outreach
make informed decisions about which accounts to target
I've made the process easy with an n8n workflow.
Here is what it does:
Retrieve website URLs from Google Sheets
Extract the content for each website
Analyze it with GPT-3
Update Google Sheets with GPT-3 data
The workflow starts by listening for messages from Telegram users. The message is then processed, and based on its content, different actions are taken. If it's a regular chat message, the workflow generates a response using the OpenAI API and sends it back to the user. If it's a command to create an image, the workflow generates an image using the OpenAI API and sends the image to the user. If the command is unsupported, an error message is sent. Throughout the workflow, there are additional nodes for displaying notes and simulating typing actions.
The workflow first populates a Pinecone index with vectors from a Bitcoin whitepaper. Then, it waits for a manual chat message. When received, the chat message is turned into a vector and compared to the vectors in Pinecone. The most similar vectors are retrieved and passed to OpenAI for generating a chat response.
Note that to use this template, you need to be on n8n version 1.19.4 or later.
Enrich your company lists with OpenAI GPT-3 ↓
You’ll get valuable information such as:
Market (B2B or B2C)
Industry
Target Audience
Value Proposition
This will help you to:
add more personalization to your outreach
make informed decisions about which accounts to target
I've made the process easy with an n8n workflow.
Here is what it does:
Retrieve website URLs from Google Sheets
Extract the content for each website
Analyze it with GPT-3
Update Google Sheets with GPT-3 data
How it works:
The workflow starts by sending a request to a website to retrieve its HTML content.
It then parses the HTML extracting the relevant information
The extracted data is storted and converted into a CSV file.
The CSV file is attached to an email and sent to your specified address.
The data is simultaneously saved to both Google Sheets and Microsoft Excel for further analysis or use.
Set-up steps:
Change the website to scrape in the "Fetch website content" node
Configure Microsoft Azure credentials with Microsoft Graph permissions (required for the Save to Microsoft Excel 365 node)
Configure Google Cloud credentials with access to Google Drive, Google Sheets and Gmail APIs (the latter is required for the Send CSV via e-mail node).
Easily generate images with Black Forest's Flux Text-to-Image AI models using Hugging Face’s Inference API. This template serves a webform where you can enter prompts and select predefined visual styles that are customizable with no-code. The workflow integrates seamlessly with Hugging Face's free tier, and it’s easy to modify for any Text-to-Image model that supports API access.
Try it
Curious what this template does? Try a public version here: https://devrel.app.n8n.cloud/form/flux
Set Up
Watch this quick set up video 👇
Accounts required
Huggingface.co account (free)
Cloudflare.com account (free - used for storage; but can be swapped easily e.g. GDrive)
Key Features:
Text-to-Image Creation**: Generates unique visuals based on your prompt and style.
Hugging Face Integration**: Utilizes Hugging Face’s Inference API for reliable image generation.
Customizable Visual Styles**: Select from preset styles or easily add your own.
Adaptable**: Swap in any Hugging Face Text-to-Image model that supports API calls.
Ideal for:
Creators**: Rapidly create visuals for projects.
Marketers**: Prototype campaign visuals.
Developers**: Test different AI image models effortlessly.
How It Works:
You submit an image prompt via the webform and select a visual style, which appends style instructions to your prompt. The Hugging Face Inference API then generates and returns the image, which gets hosted on Cloudflare S3. The workflow can be easily adjusted to use other models and styles for complete flexibility.
This workflow uses AI to analyze customer sentiment from product feedback. If the sentiment is negative, AI will determine whether offering a coupon could improve the customer experience.
Upon completing the sentiment analysis, the workflow creates a personalized email templates. This solution streamlines the process of engaging with customers post-purchase, particularly when addressing dissatisfaction, and ensures that outreach is both personalized and automated.
This workflow won the 1st place in our last AI contest.
Note that to use this template, you need to be on n8n version 1.19.4 or later.
This workflow automatically generates draft replies in Gmail.
It's designed for anyone who manages a high volume of emails or often face writer's block when crafting responses.
Since it doesn't send the generated message directly, you're still in charge of editing and approving emails before they go out.
How It Works:
Email Trigger: activates when new emails reach the Gmail inbox
Assessment: uses OpenAI gpt-4o and a JSON parser to determine if a response is necessary.
Reply Generation: crafts a reply with OpenAI GPT-4 Turbo
Draft Integration: after converting the text to html, it places the draft into the Gmail thread as a reply to the first message
Set Up Overview (~10 minutes):
OAuth Configuration (follow n8n instructions here):
Setup Google OAuth in Google Cloud console. Make sure to add Gmail API with the modify scope.
Add Google OAuth credentials in n8n. Make sure to add the n8n redirect URI to the Google Cloud Console consent screen settings.
OpenAI Configuration: add OpenAI API Key in the credentials
Tweaking the prompt: edit the system prompt in the "Generate email reply" node to suit your needs
Detailed Walkthrough
Check out this blog post where I go into more details on how I built this workflow.
Reach out to me here if you need help building automations for your business.
Twitter Virtual AI Influencer Workflow Template
This n8n workflow template empowers creators to launch a virtual AI influencer that tweets regularly, engaging audiences with a unique niche, writing style, and inspiration. By automating content creation and posting, it ensures a consistent and natural online presence, tailored to your specific influencer profile.
Features
Scheduled Posting**: Automates tweet posting every 6 hours, with randomized posting minutes to mimic natural activity.
On-Demand Posting**: Offers flexibility with manual trigger options for immediate content sharing.
Influencer Profile Configuration**: Customize your virtual influencer by defining a target niche, personal writing style, and sources of inspiration.
Content Generation**: Leverages advanced AI to craft tweets that resonate with your audience, aiming for viral engagement.
Tweet Validation**: Ensures all generated content adheres to Twitter's character limit, maintaining quality and relevance.
Workflow Steps
Schedule Posting: Configured to post every 6 hours, this step introduces randomness in posting time to simulate human behavior.
Trigger Posting Manually: Provides an option to manually initiate a tweet, offering control over the timing of your content.
Configure Influencer Profile: Set up your influencer's niche, style, and inspiration to guide the AI in generating targeted content.
Generate Tweet Content: Utilizes a sophisticated AI model to produce engaging tweets based on the configured profile.
Validate Tweet: Checks if the generated tweet meets Twitter's length constraints, ensuring all content is ready for posting.
Post Tweet: Finalizes the process by sharing the AI-generated tweet to your designated Twitter account.
Configuration Notes
Niche**: Define a specific area of interest, such as "Modern Stoicism," to focus your influencer's content.
Writing Style**: Customize the tone and style of the tweets to reflect a personal touch, enhancing relatability.
Inspiration**: Input sources of inspiration, including books and philosophies, to steer the content generation process.
Getting Started
To deploy this template:
Import the workflow into your n8n workspace.
Customize the influencer profile settings to match your desired niche, style, and inspiration.
Connect your Twitter account through the provided OAuth2 credentials setup.
Activate the workflow to start building your virtual influencer's presence on Twitter.
Embrace the power of AI to create a distinctive and engaging virtual influencer, captivating your audience with minimal effort.