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Avi Chawla· 2025-09-28 06:42
11 plots that data scientists use 90% of the time: https://t.co/9f5RD23rkK ...
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Avi Chawla· 2025-09-27 19:58
RT Avi Chawla (@_avichawla)I just built my own multi-agent deep researcher!It uses a 100% local LLM and MCP.Here's an overview of how it works:- User submits a query- Web agent searches with Bright Data MCP tool- Research agents generate insights using platform-specific tools- Response agent crafts a coherent answer with citationsTech stack:- Bright Data MCP for real-time web access- CrewAI for multi-agent orchestration- Ollama to locally serve GPT-OSSWhy Bright Data MCP?To build this workflow, we needed to ...
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Avi Chawla· 2025-09-27 06:33
If you found it insightful, reshare it with your network.Find me → @_avichawlaEvery day, I share tutorials and insights on DS, ML, LLMs, and RAGs. ...
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Avi Chawla· 2025-09-27 06:33
GitHub repo: https://t.co/wObdNY4VUQ(don't forget to star it ⭐ ) ...
X @Avi Chawla
Avi Chawla· 2025-09-27 06:33
I just built my own multi-agent deep researcher!It uses a 100% local LLM and MCP.Here's an overview of how it works:- User submits a query- Web agent searches with Bright Data MCP tool- Research agents generate insights using platform-specific tools- Response agent crafts a coherent answer with citationsTech stack:- Bright Data MCP for real-time web access- CrewAI for multi-agent orchestration- Ollama to locally serve GPT-OSSWhy Bright Data MCP?To build this workflow, we needed to gather information from se ...
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Avi Chawla· 2025-09-26 19:14
RT Avi Chawla (@_avichawla)4 strategies LLMs use to generate text: https://t.co/ouSe6oC3LT ...
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Avi Chawla· 2025-09-26 06:30
4 strategies LLMs use to generate text: https://t.co/ouSe6oC3LT ...
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Avi Chawla· 2025-09-25 19:30
RT Avi Chawla (@_avichawla)- Replit's Agent wiped out a production DB- Zillow lost $304M due to its home-buying AI- iTutor paid $365k when AI rejected old applicantsAI disasters like these can literally make you lose your job!Let's learn how to build Agents that don't fail in production (with code): https://t.co/MQZVsk1EPF ...
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Avi Chawla· 2025-09-25 06:34
That's a wrap!If you found it insightful, reshare it with your network.Find me → @_avichawlaEvery day, I share tutorials and insights on DS, ML, LLMs, and RAGs. ...
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Avi Chawla· 2025-09-25 06:34
Building Agents is about engineering “behavior” at scale. So you cannot vibe-prompt an Agent and expect it to work.Parlant gives the structure to build Agents that behave exactly as instructed.GitHub repo: https://t.co/kjVj5Rp7Xm(don't forget to star it ⭐) ...