逆天！Coze 可免费用 Twitter API，如何用批量工作流一次获取多人推文，月省 100 美元 | 回到Axton

人工智能 | ChatGPT & AIGC

7 Apr 202418:33

Summary

TLDRThe video introduces Coze, a platform enabling the creation of AI chatbots without coding, highlighting its ability to utilize GPT-4 and Twitter API for free. The creator, Axton, demonstrates Coze's features, including retrieving tweets from multiple authors and showcasing a workflow for batch获取推文. Despite some limitations and documentation gaps, Coze offers a promising tool for leveraging AI to enhance efficiency, with Axton inviting viewers to join his AI Elite Academy for further learning.

Takeaways

🚀 Coze is a platform that enables users to build AI chatbots without coding, integrating advanced features like GPT-4 and Twitter API.
💡 The standard practice to access Twitter API from outside the website now requires a $100/month subscription, but Coze offers some of its functionalities for free.
🌐 To utilize GPT-4 models in Coze, users need to access the international version of Coze, which is in English.
🤖 The video demonstrates creating an AI chatbot named Jerry, designed to search for tweets using AI Twitter Finder workflow and output in Chinese.
🔍 Coze supports various Twitter-related plugins, including user information retrieval, tweet search, and trend analysis.
📊 The video provides a walkthrough of Coze's features, including getting user profiles, searching for tweets based on keywords and authors, and accessing followers' lists.
🔗 The AI Twitter Finder workflow allows batch retrieval of tweets from multiple authors, which can be embedded into AI chatbots for information aggregation.
⚙️ Coze's workflow nodes include basic functions, coding, knowledge base, conditions, variables, and database interactions, offering a comprehensive toolkit for bot development.
📈 The video highlights the limitation of Coze's documentation, particularly the lack of examples for batch processing and advanced configurations.
📌 The presenter suggests that Coze's free access to premium services is beneficial but comes with usage limits, and it's not suitable for extensive data scraping.
📚 The AI Elite Academy is mentioned as a resource for learning foundational AI skills and leveraging AI for efficiency and competitiveness.

Q & A

What is Coze and how does it relate to GPT-4 and Twitter API?
-Coze is a platform that enables users to build AI chatbots without coding. It offers integration with GPT-4 and Twitter API, allowing users to utilize advanced AI capabilities and Twitter's functionalities, including those that require a paid subscription on Twitter's platform.
How does Coze facilitate the use of Twitter API features?
-Coze provides a user-friendly interface with plugins that correspond to various Twitter API functionalities, enabling users to access and use Twitter's features without needing to write code. It also allows for free access to certain premium features of the Twitter API.
What are the limitations of Coze's Twitter API integration?
-While Coze offers free access to some premium Twitter API features, there are usage limits. Users may reach a cap on the number of requests they can make, and certain functionalities may have limited access or be unavailable due to restrictions imposed by Twitter or Coze's platform policies.
How does the AI Twitter Finder workflow function in Coze?
-The AI Twitter Finder workflow in Coze is designed to batch retrieve tweets from multiple Twitter accounts based on specific keywords. It can be embedded within an AI chatbot to help users search for and output tweets in their desired language, such as Chinese.
What are the plugins available for Twitter within Coze?
-Coze supports several Twitter-related plugins including a generic X plugin for Twitter operations, a plugin for sending tweets, and a plugin for accessing Twitter API functionalities. Additionally, there's a plugin for fetching Twitter trends.
How can users test the functionality of a node in Coze's workflow?
-Users can test individual nodes in Coze's workflow by clicking the 'play' button, which initiates a test run. This allows users to check if the node is configured correctly and to see the output without affecting the overall workflow.
What is the purpose of the 'variable' node in Coze's workflow?
-The 'variable' node in Coze's workflow is used to retrieve the value of a defined variable from the AI chatbot. This enables the workflow to dynamically use information that has been set within the chatbot, such as a list of authors or a query string.
How can users ensure their Coze bot has access to the latest tweets from specific authors?
-Users can create a workflow that utilizes the search_tweet module to fetch the latest tweets from a list of authors. By integrating this workflow into their AI chatbot, the bot can regularly update and provide information on recent tweets from the specified authors.
What additional resources are available for users interested in learning more about Coze and AI?
-For users seeking to deepen their understanding of Coze and AI, there are resources such as the AI 精英学院 (AI Elite Academy), which offers high-value content and courses focused on AI fundamentals and Prompt Engineering. Users can also refer to Coze's documentation and workflow examples for practical guidance.
What was the outcome of the test run for the 'get twitter thread' functionality?
-The 'get twitter thread' functionality successfully retrieved a summary of tweets from a specified thread ID. Although there were initial issues with stability, retrying the operation yielded the correct information, demonstrating the feature's effectiveness.
What is the significance of the 'AI 精英学院' mentioned in the script?
-The 'AI 精英学院' (AI Elite Academy) is a resource center where users can learn to harness AI for efficiency and competitiveness. It offers courses like AI and Automation Integration and Prompt Engineering, aiming to equip users with foundational skills to tackle current and future challenges using AI.

Outlines

00:00

🤖 Introduction to Coze and Twitter API Integration

This paragraph introduces the Coze platform, which allows users to build AI chatbots without coding and leverages the Twitter API for free, despite its usual cost. The speaker has previously explained Coze's features and how to use the GPT-4 Turbo model. The focus is on demonstrating a workflow that can batch retrieve tweets from multiple authors, such as the speaker's and Elon Musk's, and embedding this into an AI chatbot. The video also covers the limitations of Coze and encourages viewers to explore the link in the description for more information.

05:00

🔍 Exploring Coze's Twitter API Features and Workflow

The speaker delves into the various Twitter API plugins supported by Coze, including getting user information, searching tweets, and creating tweets. The paragraph demonstrates how to use these features effectively, such as retrieving a user's profile, searching for tweets by keyword and author, and handling errors like the 403 permission issue encountered. The speaker also discusses the stability of the platform and its potential uses, such as creating daily reports or sharing information within groups.

10:01

📈 Batch Processing Tweets and WorkFlow Demonstration

This section focuses on the batch processing of tweets using Coze's workflow feature. The speaker explains how to set up a workflow to retrieve the latest tweets from multiple authors of interest, summarizing content related to AI. The paragraph details the process of defining variables, using nodes for different functions within Coze, and testing the workflow. It highlights the importance of understanding the configuration for batch processing, which will be elaborated in a future document shared by the speaker.

15:04

🚀 Conclusion and Invitation to AI Elite Academy

The speaker concludes by testing the workflow and demonstrating the retrieval of tweets from the speaker, Elon Musk, and Andrew. Despite some limitations in the number of tweets retrieved, the workflow successfully outputs the desired information. The speaker emphasizes Coze's ability to offer free access to paid services with usage limits and the need for improved documentation. The paragraph ends with an invitation to join the AI Elite Academy for advanced knowledge on utilizing AI for efficiency and competitiveness, and prompts the viewer to visit axtonliu.ai for valuable content and courses.

Mindmap

Keywords

💡Axton

Axton is the host of the video and the person who introduces the platform Coze and its features. Axton demonstrates how to use Coze to access Twitter API functionalities without coding and highlights the benefits of using the platform for AI chatbot creation.

💡Coze

Coze is a platform that allows users to build AI chatbots without coding. It provides access to advanced features such as GPT-4 and Twitter API, which would otherwise require payment. Coze is used to create workflows for tasks like batch retrieval of tweets from multiple authors.

💡GPT-4

GPT-4 is an advanced language model used by Coze to power AI chatbots. It is a part of the platform's capabilities that allow for complex interactions and information retrieval, such as searching for tweets and obtaining user profiles from Twitter.

💡Twitter API

Twitter API is a set of tools that allows developers to access Twitter's data, such as tweets, user profiles, and trends. In the video, Axton demonstrates how Coze can be used to access these features, which have become premium and require a subscription on Twitter's official platform.

💡AI chatbot

An AI chatbot is an artificial intelligence application that can converse with humans in a human-like manner. In the context of the video, Axton uses Coze to create an AI chatbot named Jerry, which is designed to assist with tasks such as searching for tweets based on keywords and outputting the results in Chinese.

💡Workflow

A workflow in the context of Coze is a series of connected steps or tasks that are automated to perform a complex operation. The video demonstrates creating a workflow to batch retrieve tweets from multiple Twitter authors, which is then embedded into the AI chatbot for use.

💡Elon Musk

Elon Musk is a prominent entrepreneur and CEO of companies like Tesla and SpaceX. In the video, his Twitter account is used as an example when Axton demonstrates how to retrieve tweets using Coze's platform.

💡AI Twitter Finder

AI Twitter Finder is a workflow within Coze that is designed to search and retrieve tweets based on specific criteria such as keywords, author, and the number of tweets to return. It is part of the functionalities that Axton showcases in the video.

💡Plugin

In the context of Coze, a plugin is a module or tool that adds specific functionalities to the platform. The video mentions several Twitter-related plugins that can be added to a bot to enable features like searching tweets, getting user information, and more.

💡Variable

Variables in Coze are used to store and manipulate data within a chatbot or a workflow. They can be defined, modified, and used to interact with different nodes in a workflow, allowing for dynamic and customizable operations.

💡AI精英学院

AI精英学院 (AI Elite Academy) is mentioned as a resource where Axton provides high-value content and courses on AI and automation. It is a place for learning and enhancing one's skills in using AI to improve efficiency and competitiveness.

Highlights

Coze is a platform that allows users to build AI chatbots without coding, leveraging advanced models like GPT-4 Turbo.

Twitter API's access has become subscription-based, costing $100 per month after the acquisition by Elon Musk.

Coze offers free access to some of the Twitter API functionalities, which would otherwise require a paid subscription.

The video demonstrates a workflow for batch retrieval of tweets from multiple Twitter authors, such as Axton and Elon Musk.

Coze's platform supports various Twitter-related plugins, including user information retrieval, tweet search, and trend analysis.

The AI Twitter Finder workflow can be embedded into AI bots to help find tweets based on keywords and output them in Chinese.

The video provides a detailed walkthrough of using Coze's Twitter plugins, including getting user profiles and searching for tweets.

Axton Liu's Twitter account was used as a test case to demonstrate the functionality of retrieving user information and tweets.

The video showcases the process of creating a workflow in Coze, which can be used to batch retrieve tweets and summarize AI-related content.

Coze's work with Twitter API has limitations, such as rate limits on usage, which were encountered during the video's preparation.

The video emphasizes the importance of understanding Coze's documentation and best practices for effective use of the platform.

Axton Liu invites viewers to join his AI Elite Academy for comprehensive lessons on AI and automation, prompting that prices will increase soon.

The video concludes with a call to action, encouraging viewers to visit axtonliu.ai for valuable free content and AI courses.

The AI chatbot named Jerry is introduced, designed to assist users by utilizing the AI Twitter Finder workflow.

A workflow is demonstrated to show how to retrieve and output tweets from specified authors in a structured manner.

The video highlights the stability issues encountered when using Coze's Twitter API plugins and the need for further testing.

The potential of using Coze's platform for creating daily reports or sharing information within groups is discussed.

The video provides insights into the configuration of Coze's nodes and workflow for batch processing of Twitter data.