Create 3 Apps in Minutes with Drag and Drop UI - DIFY AI ( Connect To Any LLM)

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AI Summary

Summary: Creating AI Web Apps with Defy AI

Overview

• Defy AI allows users to create AI web apps, such as chatbots and workflows, without coding.
• Three example apps will be created: a code converter, a Python debugger, and a natural language to SQL query converter.

Defy AI Plans

• Offers a free Sandbox plan with limitations (200 message credits, limited model access, one team member, max 10 apps).
• Paid plans include Professional, Team, and Enterprise with more features.

Getting Started

• Sign up on Defy AI’s website using a Google account.
• The dashboard shows projects, chatbots, agents, and workflows.
• Explore tab: Access templates.
• Knowledge tab: Create a knowledge base.
• Tools tab: Authorize integrations (Google Search, Bing, YouTube) and create custom tools.

Creating Apps

1. Code Converter Workflow
   • Create a workflow with a dropdown for target language and a paragraph input for code.
   • Add an LLM (language model) and configure it with a system prompt for code translation.
   • Add an end module to output the converted code.
   • Publish and test the workflow.
2. Python Debugger Chatbot
   • Create a chatbot to debug Python code.
   • Add an LLM with a pre-composed prompt for debugging.
   • Enable memory option for user input.
   • Add an answer module to output the debugged code.
   • Publish and test the chatbot.
3. SQL Query Generator Workflow
   • Create a workflow for generating SQL queries based on user prompts.
   • Add a dropdown for database type and an input for user prompts.
   • Configure the LLM with a system prompt for generating SQL queries.
   • Add an end module to output the SQL query.
   • Publish and test the workflow.

Conclusion

• Defy AI enables the creation of powerful AI-driven applications with ease.
• The video demonstrates the potential of Defy AI through practical examples.
• Encourages viewers to explore and create with Defy AI.