Build AI chatbots with Coze! All experience levels welcome.
TLDRWelcome to the Co AI Bots building Live Stream, where we guide you through building powerful AI chatbots using no code or low code. Our platform, Co, allows you to leverage large language models like GPT 4 to create bots for various uses, from personal assistance to gaming and consultation. Join us as we explore the bot store filled with community-built bots, learn about the features of Co, and receive personalized guidance for developers of all levels. We'll also discuss how to get started, the importance of optimizing prompts for better bot understanding, and the use of plugins and workflows to enhance your bot's capabilities. Discover how to make your bot more personalized using variables and knowledge bases, and learn about the different large language models available. Finally, we'll cover how to publish your bot to various platforms and get it in front of users.
Takeaways
- 🌟 **Building AI Chatbots**: The session focuses on creating powerful AI chatbots using Coze, suitable for developers of all experience levels.
- 💻 **Coze Platform**: Coze allows users to build AI bots on top of large language models like GPT-4 through a user-friendly interface.
- 📚 **Learning Resources**: The platform provides a bot store filled with community-created bots for inspiration and learning.
- 🌐 **Global Reach**: Participants from various locations, including New York, Canada, China, and Nigeria, joined the live stream.
- 🚀 **Features Overview**: The live stream covers major features of Coze, including knowledge bases, workflows, and the ability to publish bots on platforms like Discord and Telegram.
- 📈 **Optimization Tools**: Coze offers tools to optimize prompts and use markdown formatting for better AI understanding and bot responses.
- 🤖 **Personalization**: Users can personalize their bots using plugins, workflows, and large language models to tailor responses to specific needs.
- 🔍 **Knowledge Bases**: Bots can utilize knowledge bases to access and retrieve information from various sources, improving the context and accuracy of responses.
- 📱 **Mobile Integration**: Bots built on Coze can be integrated into popular chat applications, making them portable and accessible.
- 📈 **Publishing Options**: Once a bot is developed, it can be published to the Coze bot store or directly to platforms like Discord, Telegram, and others.
- 💡 **Community and Support**: Coze provides documentation, a Discord server, and a YouTube channel for additional learning and community support.
Q & A
What is the purpose of the Coze platform?
-Coze is a platform designed to allow users to build powerful AI chatbots with no code or low code, suitable for developers of all experience levels.
How can I get started with Coze?
-To get started with Coze, you can go to coze.com, create a free account, and follow along with the platform's guidance to build your AI chatbot.
What are the features of Coze that make it different from other AI bot builders like GPT Builder?
-Coze offers features like knowledge bases, workflows for multi-step processes, the ability to publish to popular applications like Discord and Slack, and access to various large language models like GPT 4 and GPT 3.5 for free.
How can I personalize my chatbot using Coze?
-Coze allows you to personalize your chatbot by designing your bot's persona, adding skills, and using features like plugins, workflows, knowledge bases, variables, and card bindings.
What is the bot store in Coze?
-The bot store in Coze is a community-driven platform where users can share and explore bots created by others. It contains a variety of bots for different use cases, which can inspire creators or be used directly.
How can I use plugins with my Coze chatbot?
-You can use plugins with your Coze chatbot by adding them to your workspace. Plugins can connect to various APIs and services like GitHub, Trip Advisor, and Yelp to enhance your bot's capabilities without the need for coding.
What is the role of workflows in creating a Coze chatbot?
-Workflows in Coze help combine different skills and features like plugins and knowledge bases to create a multi-step process. This allows for a more structured and predictable response to user queries, making the bot's output more consistent and tailored to specific tasks.
How can I ensure that my chatbot provides responses in a structured format?
-You can use card bindings in Coze to structure your bot's responses. Card bindings allow you to format the output based on the functions available in the plugins, resulting in a more organized and user-friendly interface.
What is the significance of the 'Persona impr prompt' in Coze?
-The 'Persona impr prompt' in Coze is used to design your chatbot's persona and define its characteristics and skills. It helps the bot understand its purpose and how it should interact with users, which is crucial for creating a coherent and engaging user experience.
How can I make my chatbot remember user preferences?
-Coze allows you to use variables to store user preferences. By setting these variables during the conversation, the bot can recall them later to provide more personalized and relevant responses.
What are the publishing options available for my Coze chatbot?
-After building your chatbot in Coze, you can publish it to various platforms such as the Coze bot store, Discord, Telegram, Messenger, Line, Instagram, Slack, and Reddit, making it easily accessible to users across different chat applications.
Outlines
🎥 Introduction to AI Chatbot Building Live Stream
The live stream begins with an introduction to building AI chatbots using Cod AI's no-code or low-code platform. The host, Zara, opens the comment section and welcomes viewers to the stream. She explains that they will be creating a 'Chad bot' from scratch, showcasing Cod AI's features and answering questions from the audience. The stream is suitable for developers of all levels, and viewers are encouraged to create a free account on Cod AI's website to follow along. Zara and Joshua, a developer advocate for Cod AI, introduce themselves and their roles. They also discuss the global audience present in the chat, highlighting the platform's worldwide reach.
🤖 Exploring the Bot Store and Customizing Bots
The hosts discuss the bot store, which contains community-created bots for various purposes, such as learning, productivity, and entertainment. They demonstrate how to interact with a GitHub expert bot, which uses plugins like GitHub and browser integration to provide information. They also show how viewers can customize and duplicate bots through public configuration. The conversation then shifts to the differences between Cod AI and other AI bot builders like GPT Builder, highlighting Cod AI's additional features such as knowledge bases, workflows, and multi-step processes.
📝 Creating a 'Plan a Trip' Bot with Persona Prompts
The live stream continues with the creation of a 'Plan a Trip' bot. The host guides viewers on how to use persona prompts to design the bot's character and functionalities using natural language. They also show how to optimize prompts for better understanding by the AI and use markdown formatting to emphasize certain characteristics. The host explains the use of large language models like GPT 4 8K and how to select and customize them according to the bot's needs.
🍜 Testing the Chatbot and Utilizing Plugins
The hosts test the 'Plan a Trip' bot by asking it to recommend high-rated Ramen restaurants in Ginza, Tokyo. They discuss how the bot uses GPT's training data to answer questions and how to improve its responses with real-time or privately available information. The hosts introduce plugins, which are applications that provide additional functionalities like web searches, text-to-image generation, and integration with services like Trip Advisor and Yelp. They demonstrate adding these plugins to enhance the bot's capabilities.
🔌 Leveraging Plugins for Enhanced Bot Functionality
The hosts delve deeper into the use of plugins, showing how they can be added to the bot to utilize external services without coding. They discuss the ease of adding plugins like Google web search and DALL-E for image generation. They also create a Trip Advisor plugin to access various functions from the Trip Advisor API, emphasizing the no-code aspect of Cod AI. The hosts explain how to customize bot responses using plugins and how to create personalized plugins using external APIs.
🗄️ Organizing Responses with Card Bindings
The hosts introduce card bindings, a feature that helps structure bot responses in a visually appealing way. They demonstrate how to use card bindings with the Yelp API to present restaurant recommendations in a card format, including title, description, and image. The hosts also show how to customize the card binding data to match the desired response format and how users can interact with the cards to access the recommended pages.
🧳 Personalizing the Travel Bot with Variables
The hosts discuss how to make the travel bot more personalized using variables. They guide viewers on creating variables for trip preferences, which can store user-specific information like interests in hiking, historical sites, or food. The hosts explain how the bot can use these variables to provide customized responses based on user preferences, enhancing the user experience.
📚 Utilizing Knowledge Bases for Contextual Responses
The hosts introduce knowledge bases, which allow the bot to reference content from various sources like files, websites, and APIs to provide more contextually accurate responses. They demonstrate how to create a knowledge base and add different types of data sources to it. The hosts also explain how to use the knowledge base to create a retrieval-augmented generation (RAG) pipeline without coding.
🤖 Multi-Agent Mode for Collaborative Bots
The hosts explore multi-agent mode, which enables the creation of a team of bots, each specializing in different skills to work together to complete tasks. They provide an example of using multi-agent mode to create a personal assistant bot that manages email, calendar, and Google Sheets. The hosts discuss how this mode can be used to create more complex and efficient bots by combining different skills and functionalities.
📈 Publishing and Sharing Your Bot
The hosts guide viewers on how to publish their bots to make them shareable with others. They discuss the process of publishing to the Cod AI bot store and other popular chat applications like Discord and Telegram. The hosts also mention the benefits of publishing to the bot store, including increased exposure and the ability to feature the bot on the store's recommended section.
📚 Additional Resources and Closing Remarks
The hosts provide information on additional resources available for learning more about Cod AI, including comprehensive documentation, the Cod assistant bot in the Discord server, and a YouTube channel with tutorials and case studies. They encourage viewers to join their Discord server for further questions and feedback. The live stream concludes with thanks to the participants and an invitation to explore and build on the Cod AI platform.
Mindmap
Keywords
💡AI chatbots
💡Coze
💡Large Language Models (LLMs)
💡Plugins
💡Workflows
💡Knowledge Bases
💡Variables
💡Triggers
💡Databases
💡Multi-Agent Mode
💡Publishing
Highlights
Live stream on building AI chatbots with no code or low code using Coze, suitable for all experience levels.
Create a free account on Coze.com to follow along with the live stream.
Explore the Coze bot store filled with community-created bots for inspiration.
Learn how to build a chatbot from scratch, including major features and answering questions in a Q&A format.
Discover how to use large language models like GPT 4 within Coze for building AI bots.
Understand the differences between Coze and other custom GPT Builders like OpenAI.
Get started with creating a chatbot by naming it and utilizing built-in large language models.
Design your bot's persona and features using natural language prompts in Coze workspace.
Optimize your prompt for better understanding and utilization by the AI bot.
Choose from various large language models available in Coze, depending on the use case.
Test the functionality of your chatbot within the platform before publishing.
Add plugins to your bot to integrate with external services like Trip Advisor and Yelp.
Use card bindings to structure responses with both images and text for a better user experience.
Leverage variables to personalize bot responses based on user preferences and trip characteristics.
Implement knowledge bases to give your bot more context and reduce 'hallucinations' in responses.
Utilize workflows to create multi-step processes that combine various skills for complex tasks.
Explore the use of triggers to send messages at specific times or based on events.
Create an opening dialogue to guide users on how to interact with your bot.
Use databases to organize and manage data in a tabular structure through natural language interactions.
Learn about single and multi-user modes in databases for different sharing and collaboration needs.
Explore multi-agent mode to create a team of bots, each specializing in different skills.
Publish your bot to various platforms like Discord, Telegram, and more, or to the Coze store.
Join the Coze Discord server for community support, sharing creations, and asking questions.