#python #vibecoding #copilot #codegpt #tabnine
via @TheNewStack
https://thenewstack.io/vibe-coding-python-testing-copilot-vs-codegpt-vs-tabnine/
🚀 Comprehensive Guide to Building with #Groq API
🔧 Key Components:
• Complete examples for building chatbots, RAG systems & #SQL applications using #LangChain, #LlamaIndex & #DuckDB
• Integration tutorials with popular tools like #Streamlit, #Portkey, #JigsawStack & #E2B
• Ready-to-use #Replit examples for quick experimentation with different #LLM implementations
• Step-by-step guides for setting up #CodeGPT in VSCode with #Groq
💡 Featured Implementations:
• Text-to-SQL applications with JSON mode & function calling
• Presidential speeches RAG with #Pinecone
• Stock market analysis using #Llama3 function calling
• Newsletter summarizer using #Composio
• #CrewAI machine learning assistant
🛠️ Perfect for developers looking to leverage Groq's lightning-fast inference speeds in production applications.
📖 Full documentation & examples available at: https://github.com/groq/groq-api-cookbook
#Claude 3.5 Sonnet is now available on #CodeGPT
AI will change software development forever. It is "#StackOverflow on steroids" helping us solve our problems.
With a #VisualStudioCode extension #codeGPT, we can generate, explain, refactor, document & test our code.
https://marketplace.visualstudio.com/items?itemName=DanielSanMedium.dscodegpt.
LLM assisted development has made me at least twice as efficient. I'm using GitHub copilot, CodeGPT (Visual Studio Code extension with ChatGPT4), and Llama indexes trained with the latest documentation of the tools I'm using (mainly useful for dbt where a lot of new features have been released in the last 18 months).
It's good at syntax and established patterns. Which means I can spend more time on interesting and creative problems like finding new novel and efficient patterns. It's not going to replace my job any time soon but it is helping me solve more problems.
What other LLM tools should I investigate? Are you using LLM assisted development? If so in what fields and what tools are you using?