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Two AI engineers dropped a free workshop on agent memory built from plain files - no vector DB:"forget the infrastructure you think you need - vector databases, knowledge graphs, semantic search. i want a system just based on files."00:00 - the problem: thousands of notes you can never actually reuse08:48 - why the context window is everything - and it's gone when the session ends09:16 - the fix: plain markdown files agents read and write15:37 - aiming a deep-research loop at your own second bra

Two AI engineers dropped a free workshop on agent memory built from plain files - no vector DB:"forget the infrastructure you think you need - vector databases, knowledge graphs, semantic search. i want a system just based on files."00:00 - the problem: thousands of notes you can never actually reuse08:48 - why the context window is everything - and it's gone when the session ends09:16 - the fix: plain markdown files agents read and write15:37 - aiming a deep-research loop at your own second bra

868 views3 weeks ago

GOOGLE QUIETLY SHIPPED THE MOST POWERFUL AI RESEARCH TOOL ON THE INTERNET AND ALMOST NOBODY IS USING IT CORRECTLY.It is called NotebookLM.And this free 4-hour masterclass teaches you how to build and automate anything with it.Not a 10-minute overview.Not a surface-level tutorial.4 hours. Full course. Free.NotebookLM is the most underrated AI tool Google has ever shipped.Most people use it to summarize documents.That is 5% of what it can do.Here is what the people who actually understand it are b

GOOGLE QUIETLY SHIPPED THE MOST POWERFUL AI RESEARCH TOOL ON THE INTERNET AND ALMOST NOBODY IS USING IT CORRECTLY.It is called NotebookLM.And this free 4-hour masterclass teaches you how to build and automate anything with it.Not a 10-minute overview.Not a surface-level tutorial.4 hours. Full course. Free.NotebookLM is the most underrated AI tool Google has ever shipped.Most people use it to summarize documents.That is 5% of what it can do.Here is what the people who actually understand it are b

14.7K views3 months ago

Alice: Tommy Hyatt, Business Consultant

Alice: Tommy Hyatt, Business Consultant

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