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Generative AI is very convenient, but if you are using multiple generative AIs, you might find it a bit cumbersome to differentiate prompts and switch between tools, don't you think?
That said, proceeding with all tasks without relying on generative AI is even more cumbersome, isn't it?
The solution to this problem is automation of tasks through data integration between ChatGPT and Dify!
By utilizing the API, you can automatically use both ChatGPT and Dify tools with a single action!
In this article, we will specifically introduce the method of integrating ChatGPT and Dify, as well as the automation flow that can be achieved through integration.
If you are considering improving work efficiency, please check it out!
By using Yoom, you can easily integrate ChatGPT and Dify without any coding. Yoom provides templates for integrating ChatGPT and Dify in advance, so you can achieve integration immediately just by registering, even without API knowledge.
By integrating the APIs of ChatGPT and Dify, you can automatically transfer ChatGPT data to Dify! For example, you can automatically perform data transfers like the ones below without any manual intervention.
Simply click "Try it out" on the automation example you're interested in and register an account to immediately experience the integration of ChatGPT and Dify.
Registration takes just 30 seconds, so feel free to give it a try!
When an email arrives, ChatGPT automatically summarizes the content, and based on that, Dify can create an appropriate response, enabling quick email handling. This flow is recommended for those who process a large number of emails daily and find it time-consuming to respond.
It is possible to automate the summarization and translation of emails. This flow is recommended for teams that require communication in multiple languages or for those handling international operations.
This flow is recommended for those who feel challenged by multilingual email correspondence or want to automate the translation and response drafting to improve work efficiency, as translations and response drafts are automatically created immediately after receiving an email.
Let's get started by creating a flow that integrates ChatGPT and Dify!
We'll use Yoom to proceed with the integration of ChatGPT and Dify without any coding, so if you don't have a Yoom account yet, please create one using this registration form.
[What is Yoom]
This time, we will create a flow bot that summarizes emails with ChatGPT and generates responses with Dify!
The creation process is broadly divided into the following steps.
Here, we will integrate Yoom with each app to enable operations.
First, log in to Yoom, press My Apps on the left menu, and then press the "+ Add" button on the right.
ChatGPT Integration
1. Search
Enter ChatGPT in the search box and click the ChatGPT icon.
2. Log in
Enter "Account Name" and "Access Token," then click "Add."
For detailed instructions on registering ChatGPT as a My App, please refer to here.
Return to the Yoom screen, and if the following display appears, the integration is complete!
Dify Integration
1. Search
Enter Dify in the search box and click the Dify icon.
2. Log in
Enter Dify's information in the fields below.
Return to the Yoom screen, and if the following display appears, the integration is complete!
Next, please copy the template to be used from below.
1. Click "Try it"
2. If you haven't registered with Yoom yet, please register
※ If you have already registered, the login screen will be displayed, so please enter your login information.
3. The template will be copied to your Yoom management screen as shown below, so press OK to proceed with the settings.
1. Select "When the email in the red frame is received"
2. Set the conditions for the email trigger
Create an email address to receive the trigger email.
This time, we set it with an email address like the one below.
Additionally, by pressing "Add Trigger Condition," you can set conditions to your liking. Please set it according to your preference.
For more details, please check here.
Once the input is complete, press "Next" to proceed to the next email test operation.
3. Test the Email Trigger
Send a test email to the email address you set earlier.
This time, we sent a test email with the following question content.
After sending the email, return to the Yoom screen and click "Test."
If the test is successful, the output below will be displayed.
Confirm that the content of the test-sent email is reflected and press "Save."
For more details on the output, please check here.
For more details on how to add an output, please check here.
1. Select "Generate Text"
Click the "Generate Text" icon for ChatGPT.
The screen will transition, and the content you entered in Step 1 will be reflected. If no corrections are needed for the title, click "Next" as is.
2. API Connection Settings
Enter each item for API connection.
When you click the input field as shown in the image below, a menu will be displayed, and you can quote by clicking the item.
After completing the settings, please execute "Test."
※ To run actions using ChatGPT (OpenAI), you need to subscribe to OpenAI's API paid plan. Make sure to prepare your contract details so that you can smoothly make payments when API usage fees occur. For more details, please see here.
If the test is successful, the output will be displayed.
If it reflects the response from ChatGPT, then it's OK. Finally, click "Save".
1. Select "Send Chat Message"
Click the "Send Chat Message" icon for Dify.
The screen will transition, and the content you entered in Step 1 will be reflected. If no corrections are needed for the title, click "Next" as is.
2. API Connection Settings
Set the content to be sent to Dify's chatbot with the text generated by ChatGPT.
Once you have completed the settings, run "Test".
If the test is successful, the output will be displayed.
If the response from Dify is reflected, it's OK. Finally, click "Save".
1. Select "Send Email"
2. Email Settings
Set the content of the email to reply.
After completing the settings, please press "Next."
3. Test Email Sending
The email content you set earlier will be displayed, so please check if there are any errors in the content.
If there are no issues with the content, please execute "Test."
If the test is successful, the output below will be displayed.
The email should have been delivered to the email address set in "To," so let's check it.
If you receive an email to the email address you set, it's OK.
Finally, return to the Yoom screen and click "Save."
Since the settings are complete, "Turn on the trigger" and check the operation.
This time, we introduced how to link data from ChatGPT to Dify, but if you want to link data from Dify to ChatGPT, please also use the template below.
It is possible to automatically generate a reply to the received email and summarize its content with ChatGPT. This flow is recommended for those who process a large number of emails daily and are spending a lot of time on responses.
By automatically generating a first draft with Dify and refining it with ChatGPT, you can expect to reduce the time spent on manual writing. This flow is recommended for those who handle a large volume of emails daily and find themselves spending a lot of time on replying.
By leveraging the API of ChatGPT and Dify, various automations can be achieved!
How about the following automations, for example?
In addition to summarization and translation, it is possible to automatically draft content and create outlines!
In addition to automatic responses, it is also possible to send an approval email after generating the response content!
By integrating the two generative AIs, ChatGPT and Dify, you can swiftly complete tasks utilizing both tools in a single action!
Not only does this save the hassle of switching between the two tools, but it also allows for smooth completion of AI-assisted tasks, potentially improving work efficiency. This could also reduce the workload, allowing you to experience various benefits!
Moreover, the key point of this integration is that it can be achieved without programming knowledge! With Yoom, such app integration becomes easily possible.
It's easy to implement even for beginners in app integration, so register with Yoom now and start implementing automation!
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