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๐†๐จ๐จ๐ ๐ฅ๐ž ๐จ๐ง ๐š ๐ซ๐จ๐ฅ๐ฅ โ€” ๐ฅ๐š๐ฎ๐ง๐œ๐ก๐ž๐ฌ ๐ƒ๐’๐€ โ€” ๐ƒ๐š๐ญ๐š ๐’๐œ๐ข๐ž๐ง๐œ๐ž ๐€๐ ๐ž๐ง๐ญ ๐จ๐ง ๐‚๐จ๐ฅ๐š๐›. ๐…๐ข๐ซ๐ฌ๐ญ ๐ข๐ฆ๐ฉ๐ซ๐ž๐ฌ๐ฌ๐ข๐จ๐ง = ๐ฃ๐ฎ๐ฌ๐ญ ๐›๐ซ๐ข๐ฅ๐ฅ๐ข๐š๐ง๐ญ.

Writer: Amar HarolikarAmar Harolikar
Mar 42 min read

Updated: 4 days ago





Google Colab recently launched Data Science Agent (DSA)โ€”plans and executes multi-step analysis/modeling in one shot. Meanwhile, Mito-AI Copilot (launched earlier this year) offers a seamless coding experience with Cursor-like chat + built-in data science agent.


๐’๐จ, ๐ฐ๐ก๐ข๐œ๐ก ๐จ๐ง๐žโ€™๐ฌ ๐ญ๐ก๐ž ๐›๐ž๐ฌ๐ญ?

Both have strengths. I used Colab exclusively, but Mito-AI pulled me back to Jupyterโ€”huge efficiency boost. Plan on using both- depending on the project. Best of both worlds.


๐†๐จ๐จ๐ ๐ฅ๐ž ๐‚๐จ๐ฅ๐š๐› ๐ž๐๐ ๐ž

More powerful agent, code sharing, easy google drive/sheets access, strong processing speeds, free T4-GPU access. Supports in-cell code generation ....but lacks a true copilot with memory.


๐๐ฎ๐ญ ๐Œ๐ข๐ญ๐จ-๐€๐ˆ ๐ฐ๐ข๐ง๐ฌ ๐›๐ข๐  ๐ข๐ง ๐จ๐ง๐ž ๐š๐ซ๐ž๐š: ๐š ๐ฌ๐ž๐š๐ฆ๐ฅ๐ž๐ฌ๐ฌ ๐œ๐จ๐ฉ๐ข๐ฅ๐จ๐ญ ๐ž๐ฑ๐ฉ๐ž๐ซ๐ข๐ž๐ง๐œ๐ž.

It auto-sends all data schemas (df structures + sample rows) to AI + retains conversation history for ๐ซ๐ž๐š๐ฅ-๐ญ๐ข๐ฆ๐ž ๐€๐ˆ ๐š๐ฐ๐š๐ซ๐ž๐ง๐ž๐ฌ๐ฌโ€”big difference. Smooth vibe/ voice coding (Win+H / Cmd+H). Just ๐‘๐‘–๐‘ ๐‘–๐‘›๐‘ ๐‘ก๐‘Ž๐‘™๐‘™ ๐‘š๐‘–๐‘ก๐‘œ-๐‘Ž๐‘– ๐‘š๐‘–๐‘ก๐‘œ๐‘ โ„Ž๐‘’๐‘’๐‘ก and you're set. In the video, I demo a live voice coding for file processing automation to create a datamart.


๐‘๐จ๐ฅ๐ž ๐จ๐Ÿ ๐ƒ๐š๐ญ๐š ๐’๐œ๐ข๐ž๐ง๐œ๐ž ๐€๐ ๐ž๐ง๐ญ

Colab DSA is very powerful (https://lnkd.in/g3ub_84D), and great for the right projectsโ€”especially to run a full multi-step workflow in one shot. But I canโ€™t see using it for every project. Many require validation against tally numbers and business logic at each step before moving forward. At the same time, I do foresee cases where Iโ€™d prefer to run the entire workflow at one go and refine laterโ€”Colab DSA would be my choice.


๐๐ซ๐ข๐œ๐ข๐ง๐ 

Colab is free. Mito-AI offers 1 month/500 free chats, then $20/month with unlimited completions and extras. Open-source version available with your own API key.


๐ˆ๐ง๐ฌ๐ข๐ ๐ก๐ญ๐ฌ ๐š๐ง๐ ๐“๐ข๐ฉ๐ฌ

โ–ธDocs at trymito.io, plus great insights and videos from Founder Jacob Diamond-Reivich.

โ–ธMy top tips to work with Mito-AI: https://lnkd.in/grTrKJHM



----------------*

๐๐ฎ๐ข๐ฅ๐ ๐€๐ˆ ๐‚๐จ-๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ญ ๐€๐ฉ๐ฉ๐ฌ ๐Ÿ๐จ๐ซ ๐€๐ง๐š๐ฅ๐ฒ๐ญ๐ข๐œ๐ฌ & ๐ƒ๐š๐ญ๐š ๐’๐œ๐ข๐ž๐ง๐œ๐ž

Explore 15+ open-source AI analytics apps at rex.tigzig.comโ€”including multi-agent workflows, real-time voice AI, and Python/SQL automation. Connect to any database. Free access, no API key needed. Source codes and build guides included.

๐€๐ˆ ๐€๐๐ฏ๐š๐ง๐œ๐ž๐ ๐€๐ง๐š๐ฅ๐ฒ๐ญ๐ข๐œ๐ฌ ๐€๐ฉ๐ฉ ๐ฐ๐ข๐ญ๐ก ๐Œ๐ฎ๐ฅ๐ญ๐ข ๐€๐ ๐ž๐ง๐ญ๐ฌ (๐’๐ž๐ช๐ฎ๐ž๐ง๐ญ๐ข๐š๐ฅ-๐‹๐š๐ง๐ ๐†๐ซ๐š๐ฉ๐ก). https://lnkd.in/g8xPQvb8

All ๐›๐ฎ๐ข๐ฅ๐ญ ๐ฐ๐ข๐ญ๐ก ๐‚๐ฎ๐ซ๐ฌ๐จ๐ซ: https://lnkd.in/gq_P6Z6M



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