Blog Image: Supercharge Your Coding Workflow: Harness Gemini's 2M Token Window for Instant Codebase Analysis

Supercharge Your Coding Workflow: Harness Gemini's 2M Token Window for Instant Codebase Analysis

Unlock the power of Gemini AI for coding with this game-changing technique from a Google ML expert. Learn how to condense your entire codebase into one file, leveraging Gemini's 2M token window for unprecedented project insights. Boost your coding workflow, enhance code reviews, and navigate complex projects with ease. Discover the command that's revolutionizing how developers interact with large codebases.

Rod Rivera

๐Ÿ‡ฌ๐Ÿ‡ง Chapter

Supercharge Your Coding Workflow: Harness Gemini's 2M Token Window for Instant Codebase Analysis

Ever wished you could have your entire project at your fingertips? Elia Secchi, ML Solution Specialist at Google, has cracked the code! ๐Ÿง ๐Ÿ’ป Here's the game-changer: Collapse your entire codebase into a single file and feed it to Gemini's massive 2M token window. Mind = blown! ๐Ÿคฏ

Tip of the day must be 728x455 max to work

How to do it:

Use this nifty command:

find . -name "*.py" -print0 | xargs -0 -I {} sh -c 'echo "=== {} ==="; cat {}' > output.txt

Watch as all your Python files merge into one, keeping their paths intact Upload to Gemini and voila! Your entire project, ready for action ๐ŸŽ‰

Why it's a game-changer:

  • โœ… Quickly understand large projects
  • โœ… Navigate codebases like a pro
  • โœ… Supercharge your code reviews

Have you tried Elia's trick yet? Drop a comment and let us know how it's working for you! ๐Ÿ’ฌ

Was this page helpful?

More from the Blog

Post Image: Inside Colossus: Technical Deep Dive into World's Largest AI Training Infrastructure

Inside Colossus: Technical Deep Dive into World's Largest AI Training Infrastructure

QuackChat AI Update provides an engineering analysis of xAI's Colossus supercomputer architecture and infrastructure. - Server Architecture: Supermicro 4U Universal GPU Liquid Cooled system with 8 H100 GPUs per unit - Network Performance: 3.6 Tbps per server with dedicated 400GbE NICs - Infrastructure Scale: 1,500+ GPU racks organized in 200 arrays of 512 GPUs each - Cooling Systems: Innovative liquid cooling with 1U manifolds between server units - Power Management: Hybrid system combining grid power, diesel generators, and Tesla Megapacks

Jens Weber

๐Ÿ‡ฉ๐Ÿ‡ช Chapter

Post Image: AI's Wild West: FTC Crackdowns, Model Breakthroughs, and the Future of Tech Education

AI's Wild West: FTC Crackdowns, Model Breakthroughs, and the Future of Tech Education

QuackChat: The DuckTypers' Daily AI Update brings you: ๐Ÿ” FTC's AI crackdown: What it means for startups ๐Ÿš€ ColQwen2: The game-changing visual recognition model ๐ŸŽ“ Prof. Rod's take on AI in education ๐Ÿ’ป GitHub Copilot's impact on software development ๐Ÿ”ฎ The future of AI: Boom or bust? Read More to dive into the AI frontier with Prof. Rod!

Rod Rivera

๐Ÿ‡ฌ๐Ÿ‡ง Chapter