Créez votre assistant personnel SANS coder avec Auto GPT (Relevance AI)
Table of Contents
- Abstract
- Introduction
- What is Auto GPT?
- Benefits of Auto GPT Apps
- Comparison of Auto GPT Platforms
- Tutorial: Creating Your Own Auto GPT App with Relevance AI
6.1. Step 1: Gathering Information
6.2. Step 2: Building the AI Chain
6.3. Step 3: Extracting Relevant News
6.4. Step 4: Scraping Data from Websites
6.5. Step 5: Summarizing the News
6.6. Step 6: Writing an Email with GPT
- Conclusion
- Frequently Asked Questions (FAQs)
Article
Introduction
Dans cet article, nous allons découvrir comment créer votre propre application Auto GPT. Si vous ne savez pas ce qu'est Auto GPT, il s'agit essentiellement d'un assistant IA de niveau supérieur aussi intelligent que GPT, mais avec accès à une large gamme d'outils différents tels que Google external docs et bien d'autres choses encore. J'ai récemment donné un tutoriel sur das.dt, une plateforme no-code qui vous permet de créer des applications de Type Auto GPT. Si vous ne l'avez pas encore regardé, je le recommande vivement. Mais aujourd'hui, j'ai découvert une autre plateforme appelée relevance AI, qui est également une plateforme no-code vous permettant de construire de puissantes applications Auto GPT. Elle présente de nombreuses fonctionnalités uniques, notamment la possibilité de télécharger des fichiers PDF, d'envoyer des requêtes HTTP et une expérience de création sans code plus visuelle. Je vais donc vous apprendre comment construire une application Auto GPT avec relevance AI. Suivez le guide !
What is Auto GPT?
Auto GPT is a state-of-the-art AI assistant that allows You to automate various tasks without the need for coding. Built on the GPT model, Auto GPT can access a wide range of tools and services, such as Google external docs, PDF files, and more. Its advanced capabilities and no-code interface make it an invaluable tool for automating processes and improving productivity. Whether you need to generate emails, search the web, or perform data analysis, Auto GPT can do it all.
Benefits of Auto GPT Apps
Using Auto GPT apps brings several benefits to users:
- Time-saving: By automating repetitive tasks, Auto GPT apps allow you to focus on more important and creative aspects of your work.
- Increased productivity: With the ability to access various tools and services, Auto GPT apps can perform complex tasks quickly and efficiently.
- No coding required: Auto GPT apps are designed to be user-friendly and no coding skills are necessary to Create and use them.
- Seamless integration: Auto GPT apps can integrate with existing software and services, maximizing their functionality and flexibility.
- Customizability: With Auto GPT apps, you can tailor the automation process to your specific needs, creating a personalized experience.
However, it's important to choose the right Auto GPT platform that suits your requirements and offers the features you need. In the next section, we will compare two popular platforms: das.dt and relevance AI.
Comparison of Auto GPT Platforms
Resource: das.dt
Das.dt is a robust no-code platform that enables users to create their own Auto GPT apps effortlessly. With a user-friendly interface and a wide range of pre-built components, das.dt simplifies the process of building AI chains and automating tasks. Some key features of das.dt include:
- Uploading PDF files and auto-structuring databases
- Extracting insights from interview transcripts
- Connecting with various APIs and services for seamless integration
- Web scraping and Data Extraction capabilities
Resource: relevance AI
Relevance AI, on the other HAND, offers a unique set of features and a more visual no-code building experience. With relevance AI, you can upload PDF files, send HTTP requests, and create powerful Auto GPT apps with ease. Some notable features of relevance AI include:
- Advanced web scraping capabilities using the browser last service
- Efficient data extraction from websites using CSS selectors
- Built-in vector search for handling large amounts of content
- Shareable links for easy deployment of your Auto GPT apps
Now that we have compared the two platforms, let's dive into a step-by-step tutorial on how to create your own Auto GPT app using relevance AI.
Tutorial: Creating Your Own Auto GPT App with Relevance AI
Step 1: Gathering Information
The first step in building your Auto GPT app is to Gather the necessary information. For example, let's say we want to write an outreach email to Mark Cuban for Android investing. We would begin by researching Mark Cuban's background on platforms like LinkedIn and reading the latest news articles about him to understand his perspective on the topic.
Step 2: Building the AI Chain
After gathering the required information, we can start building the AI chain in relevance AI. The AI chain consists of a sequence of steps that the app will follow. In this case, we will use the "make API request" block to search for news about Mark Cuban. Relevance AI provides the serper service, which offers high-quality API results for Google searches. By configuring the parameters in the block, we can specify the search query and retrieve the desired news results.
Step 3: Extracting Relevant News
To extract the relevant news from the search results, we use a JavaScript (JS) code transformation block. This block allows us to write JS code that manipulates the data. By extracting the news list from the API response, we can pass it on to the next step.
Step 4: Scraping Data from Websites
Next, we need to scrape the content of the news articles to further analyze and summarize them. We use the "make API request" block again, but this time we use the browser last service. By passing the URL of the news article and specifying the CSS selector for the content, we can extract the relevant text.
Step 5: Summarizing the News
With the extracted content, we can now pass it to the GPT model to summarize the news. By using a text prompt and the GPT model, we can generate a summary that captures Mark Cuban's perspective and thesis about AI.
Step 6: Writing an Email with GPT
The final step is to use the summary of the news to write an outreach email to Mark Cuban. By providing a prompt to GPT and following specific rules, such as being specific, avoiding cringe language, and keeping the email short, we can generate a personalized and effective email.
Conclusion
Creating your own Auto GPT app can greatly simplify and automate various tasks. Platforms like relevance AI provide a user-friendly interface and powerful features to help you build AI chains and automate processes effortlessly. By following the step-by-step tutorial outlined in this article, you can create your own Auto GPT app.
Unlock the potential of AI and boost your productivity by exploring the possibilities of Auto GPT apps. Don't hesitate to experiment with different use cases and let us know in the comments how you are leveraging the power of AI in your projects!
Frequently Asked Questions (FAQs)
Q1: Can I create an Auto GPT app without coding skills?
A1: Yes, with platforms like relevance AI, you can create Auto GPT apps without any coding skills. The user-friendly interfaces and pre-built components make the process simple and accessible to all.
Q2: What are the advantages of using Auto GPT apps?
A2: Auto GPT apps save time, increase productivity, and allow for seamless integration with various tools and services. They are highly customizable and do not require coding skills to create.
Q3: How can I deploy my Auto GPT app created with relevance AI?
A3: Relevance AI provides two deployment options: using it as a normal API or sharing a link to the app. The shareable link allows others to use your app without the need for additional deployment steps.
Q4: Can Auto GPT apps be integrated with existing software and services?
A4: Yes, Auto GPT apps can be easily integrated with existing software and services, maximizing their functionality and flexibility. Relevance AI offers various integration options to suit your needs.
Q5: Are there any limitations to Auto GPT apps?
A5: Auto GPT apps rely on the capabilities of the underlying AI models and the quality of data sources. It's important to ensure that the input data is accurate and relevant for optimal results.
Q6: Can I use Auto GPT apps for other tasks beyond writing emails?
A6: Absolutely! Auto GPT apps have a wide range of applications, from web scraping and data analysis to generating reports and assisting in research projects. The possibilities are endless!
Q7: Is relevance AI the only platform for creating Auto GPT apps?
A7: No, there are other platforms available for creating Auto GPT apps, such as das.dt. Each platform has its own unique features and advantages. It's important to choose the platform that best fits your requirements.
Q8: Can Auto GPT apps be used by individuals and businesses alike?
A8: Yes, Auto GPT apps are versatile tools that can benefit both individuals and businesses. Whether you're a freelancer, entrepreneur, or part of a large organization, Auto GPT apps can streamline your workflows and boost efficiency.