It takes just 5 MINUTES to hook up your CustomGPT as an AI AGENT | Assistants API

The article provides a step-by-step guide on integrating a custom GPT as an AI agent through the Assistants API. It covers the process of signing up for the Auto Blogger app, integrating platforms like Medium.com, and connecting various APIs including Open AI, Gemini, and custom GPT models. The guide also explains how to create and use a custom GPT for tasks such as auto blogging, SEO optimization, and social media interaction. The author emphasizes the importance of a knowledge base for generating high-quality, personalized content and offers tips on adjusting the randomness and specificity of the AI's output. The article concludes with a demonstration of the auto blogging feature, showcasing an automatically generated article about mangoes.

Takeaways

• 🚀 The article demonstrates how to integrate a custom GPT as an AI agent using the Assistants API for various tasks such as writing blog posts, commenting on Reddit, and replying to tweets.
• 📝 To get started, sign up on auto blogger app, providing necessary details like name, email, and password.
• 🔌 The platform allows for the creation of multiple AI agents to assist with business marketing tasks, and requires integration with platforms like Medium, Shopify, or WordPress.
• 📜 For SEO optimized articles, connect to Medium.com by naming the integration and obtaining an integration token from the user's Medium profile settings.
• 🗝️ API keys from various platforms like OpenAI, Dolly, Gemini, and Stable Diffusion can be connected to enhance the capabilities of the auto blogger.
• 🔑 An OpenAI secret key is necessary to add custom GPT models or use personal assistants, which can be generated from the OpenAI platform.
• 🤖 An assistant ID and name are required to create a custom GPT for the API, which can then be used to generate content.
• 📚 The custom GPT can utilize a knowledge base by uploading relevant documents, enabling it to generate more informed and accurate content.
• 🎨 The system allows adjustment of the 'temperature' and 'top p' settings to control randomness and linguistic diversity in the generated content.
• 💰 A subscription to AI agent.com is needed for unlimited workflows, connections, and AI agent tasks, priced at $9 per month.
• 📈 The auto blogger can perform tasks like auto blogging, Reddit bot, SEO Heist, tweet reply, and a personalized bot for social media.
• ✅ The workflow setup includes choosing a text and image model, setting a post interval, and providing additional prompts for the AI to generate content based on specific keywords.

Q & A

What is the purpose of the Auto Blogger app?

The Auto Blogger app is a web application designed to assist with various business marketing tasks. It allows users to create multiple AI agents to automate and handle workload efficiently.

How can users integrate their Medium.com account with the Auto Blogger app?

Users can integrate their Medium.com account by naming the integration, obtaining an integration token from their Medium settings, and then connecting it to the Auto Blogger app by pasting the token and clicking 'connect'.

What is an OpenAI secret key and how is it used in the Auto Blogger app?

An OpenAI secret key is a unique identifier used to access OpenAI's services. In the Auto Blogger app, it is used to add text models like GPT 3.5 Turbo and GPT 4 to the user's database and to enable the Assistant API for custom GPT usage.

How does the custom GPT work within the Auto Blogger app?

The custom GPT operates through the Assistant API in the Auto Blogger app. Users can create custom prompts and enable necessary tools like file search or code interpreter. The custom GPT can then access a knowledge base of uploaded documents to generate content based on that information.

What are the different AI agent tasks available in the Auto Blogger app?

The Auto Blogger app offers tasks such as Auto blogging to create SEO optimized articles, a Reddit bot to respond to new posts, the SEO Heist to write similar yet original articles to compete with competitors, tweet reply to automatically respond to new tweets, and xbot, a personalized bot that writes and posts tweets on behalf of the user.

How can users adjust the randomness and specificity of the generated content?

Users can adjust the 'temperature' for randomness and 'top p' for specificity in the settings. Lowering the temperature to zero makes the model deterministic, while adjusting top p affects the diversity of the generated content.

What is the cost associated with using personalized AI agents on AI Agent.com?

AI Agent.com offers a subscription service at $9 per month, which includes unlimited workflows, connections, and AI agent tasks.

How often can the Auto Blogger app generate posts based on the keywords provided?

The Auto Blogger app can generate posts at an interval specified by the user. For instance, an interval of one would result in a new article being posted every hour for each of the keywords entered.

What is the significance of uploading a knowledge base to the Auto Blogger app?

Uploading a knowledge base allows the custom GPT to access specific information when generating content. This ensures that the output is of higher quality, more natural, and includes relevant, truthful information about the user's product or business.

How can users ensure their articles are formatted correctly for Medium.com?

Users can specify in the text prompt that the output should be in HTML format, which Medium.com accepts. This ensures that the articles generated by the Auto Blogger app are correctly formatted for publication.

What is the process for setting up an auto blogging workflow in the Auto Blogger app?

To set up an auto blogging workflow, users select their connection, choose whether to publish or save as a draft, select the text and image models, set the post interval, decide on linking preferences, input keywords, and then generate posts to start the workflow.

How can users monitor the status and performance of their auto blogging workflow?

Users can monitor the status and performance by navigating to the workflows page, where they can view information such as the next scheduled workflow, the current keyword being written, and any error logs. An 'all systems operational' message indicates that the workflow is running correctly.

Outlines

00:00

🚀 Introduction to Auto Blogger and API Integration

The video begins with an introduction to an article on medium.com that was automatically generated using a custom GPT through the assistance API. The speaker explains the process of signing up for the auto blogger app, integrating platforms like Medium.com, and setting up API keys for various models including GPT 4 and GPT 3.5 turbo, Dolly 3, and others. The process of connecting a custom GPT or assistant is also covered, which involves creating a new secret key on the OpenAI platform and setting up an assistant ID.

05:00

📝 Customizing AI Agents for Auto Blogging

The speaker details how to customize AI agents for auto blogging by uploading a knowledge base document for the AI to reference when generating content. This ensures that the output is of high quality, natural, and includes relevant, truthful information about the user's specific business or product. The video also discusses adjusting the 'temperature' and 'top p' settings for randomness and smoothing in the generated content. The process of adding an AI assistant to the auto blogger app and setting up a workflow for auto blogging is demonstrated, including choosing a text model, image model, language, and post interval.

10:02

🍎 Auto Blogging with Specific Keywords and Customization

The video concludes with a demonstration of setting up the auto blogger to generate posts using specific keywords, in this case, different types of fruit. The speaker inputs keywords such as mangoes, cherries, apples, bananas, and pears, and sets the post interval to one hour. Additional customization options like toggling the post status (published or draft), adding hyperlinks, and specifying image prompts are also explained. The speaker then shows the auto-generated article about mangoes on Medium.com and provides links for further learning on adding assistants and building custom AI apps.

Keywords

CustomGPT

CustomGPT refers to a customized version of the GPT (Generative Pre-trained Transformer) model, which is a type of artificial intelligence designed to generate human-like text. In the context of the video, it is used to create content for various online platforms through the Assistance API.

Assistance API

The Assistance API is a software interface that allows developers to integrate AI-generated content capabilities into their applications. It is used in the video to enable the creation of blog posts, comments, and other text-based outputs using the CustomGPT model.

Auto Blogger

Auto Blogger is a web application mentioned in the video that automates the process of content creation for business marketing tasks. It allows users to create multiple AI agents to handle various tasks, such as writing blog posts and generating SEO-optimized articles.

Integration Token

An integration token is a unique identifier used to connect and authenticate between different software applications. In the video, it is used to link the user's Medium.com account with the Auto Blogger application to enable content publishing.

SEO Heist

SEO Heist refers to a strategy where the AI generates similar yet original articles to those of a competitor to attract traffic. The term is used in the video to describe one of the tasks that the Auto Blogger can perform to help users gain an SEO advantage.

API Key

An API key is a code passed in by computer programs calling an API. It is used to identify the calling program, its developer, or its user to an API. In the video, the user is instructed to add an OpenAI secret key to connect various AI models to the Auto Blogger application.

Knowledge Base

A knowledge base in the context of the video refers to a collection of documents or data that the CustomGPT can use to inform its text generation. It is uploaded by the user and enables the AI to generate content that is relevant and informed by the specific information within the knowledge base.

Personalized AI Agent

A personalized AI agent is an AI model that has been customized to suit the user's specific needs or preferences. In the video, the user creates a 'West GPT' assistant that is tailored to generate content based on the user's provided instructions and the uploaded knowledge base.

Workflow

A workflow in the context of the Auto Blogger application refers to a sequence of operations or tasks that the AI performs automatically. The video demonstrates how to set up a workflow for auto blogging, which includes choosing a text model, setting a post interval, and defining keywords for article generation.

Temperature and Top P

In the context of AI-generated content, 'temperature' refers to the randomness of the text generation, with lower values leading to more deterministic outputs. 'Top P' is a parameter that affects the diversity of the generated text. The video explains how adjusting these settings can influence the nature of the content produced by the AI.

Auto Blogging Task

The auto blogging task is one of the functionalities provided by the Auto Blogger application. It involves the AI creating and publishing SEO-optimized articles at specified intervals. The video outlines how to configure this task, including selecting the AI agent, text model, and keywords for the articles.

Highlights

The article demonstrates how to use a custom GPT as an AI agent through the Assistants API for various tasks like blogging, commenting, and SEO.

Auto Blogger app allows users to create multiple AI agents to handle business marketing tasks.

Integration with platforms such as Medium, Shopify, and WordPress is possible for generating SEO-optimized articles.

An integration token from Medium is required to connect the user's profile with the Auto Blogger app.

The app supports connection to multiple APIs including OpenAI, Dolly, Gemini, and Stable Diffusion.

Gemini 1.0 is a free large language model that can be utilized without any cost.

Creating a custom GPT or using a personal assistant requires an OpenAI secret key.

Users can create custom prompts for their GPTs to be used within the API.

The file search tool serves as a knowledge base for the API assistant, allowing it to pull relevant information from uploaded documents.

The Auto Blogger AI agent can generate articles that include truthful and relevant information about a user's product.

The output from the AI agent is designed to sound natural and legitimate, avoiding the appearance of being autogenerated.

The app offers adjustable settings for temperature and top P, controlling randomness and linguistic diversity in the generated content.

The subscription for AI Agent.com includes unlimited workflows, connections, and AI agent tasks at a cost of $9 per month.

The Auto Blogger app can perform tasks such as auto blogging, Reddit bot, SEO Heist, tweet reply, and personalized Xot.

Users can set up workflows for auto blogging with customizable options like publishing status, text and image models, language, post interval, and link settings.

The app allows for the input of multiple keywords to generate articles, with the ability to schedule the frequency of posts.

Workflows can be monitored and edited, providing users with control over their AI agent tasks.

The article showcases an example of an automatically generated article about mangoes using the newsletter GPT.

Additional resources on adding the Assistants API to custom applications and building a custom AI app are available through linked courses and modules.