
Aurimas Griciลซnas
@Aurimas_Gr
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๐จ Founder & CEO @ SwirlAI ๐ Writing about #LLM, #AI, #DataEngineering, #MachineLearning and #Data โ๏ธ Author of SwirlAI Newsletter.
Lithuania
Joined June 2012
Last week I released the first article in my hands-on ๐๐๐ถ๐น๐ฑ๐ถ๐ป๐ด ๐๐ ๐๐ด๐ฒ๐ป๐๐ ๐๐ฟ๐ผ๐บ ๐ฆ๐ฐ๐ฟ๐ฎ๐๐ฐ๐ต series. It covers the tool use element of an Agent. I wanted to do this for quite some time now and finally the time has arrived! If you are using any orchestration
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AI Supercomputer on my desk! ๐ก๐ฉ๐๐๐๐ ๐๐๐ซ ๐ฆ๐ฝ๐ฎ๐ฟ๐ธ has arrived and I finally got my hands on one of these beasts a few days ago. A quick reminder why it is a big deal: ๐ NVIDIA GB10 Grace Blackwell Superchip. ๐พ 128 GB of Unified System memory - you can run models
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๐จ ATTN. New Jersey: MIKIE SHERRILLโฆ - Refuses to commit that she wonโt raise New Jerseyโs sales tax. - Her plan will โcost you an arm and a leg, but if youโre a good person, YOUโLL DO IT.โ As Governor, Mikie Sherrill will make YOU PAY! Vote AGAINST her on 11/4.
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AI Supercomputer on my desk! ๐ก๐ฉ๐๐๐๐ ๐๐๐ซ ๐ฆ๐ฝ๐ฎ๐ฟ๐ธ has arrived and I finally got my hands on one of these beasts a few days ago. A quick reminder why it is a big deal: ๐ NVIDIA GB10 Grace Blackwell Superchip. ๐พ 128 GB of Unified System memory - you can run models
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Integrating ๐๐ด๐ฒ๐ป๐๐ถ๐ฐ ๐ฅ๐๐ Systems via ๐ ๐๐ฃ ๐ If you are building RAG systems and packing many data sources for retrieval, most likely there is some agency present at least at the data source selection for retrieval stage. This is how MCP enriches the evolution of
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Integrating ๐๐ด๐ฒ๐ป๐๐ถ๐ฐ ๐ฅ๐๐ Systems via ๐ ๐๐ฃ ๐ If you are building RAG systems and packing many data sources for retrieval, most likely there is some agency present at least at the data source selection for retrieval stage. This is how MCP enriches the evolution of
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FTMO Verified prop traders walk their path. Rise now and start your FTMO Challenge!
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๐๐ ๐๐ด๐ฒ๐ป๐โ๐ ๐ ๐ฒ๐บ๐ผ๐ฟ๐ is the most important piece of ๐๐ผ๐ป๐๐ฒ๐
๐ ๐๐ป๐ด๐ถ๐ป๐ฒ๐ฒ๐ฟ๐ถ๐ป๐ด, this is how we define it ๐ In general, the memory for an agent is something that we provide via context in the prompt passed to LLM that helps the agent to better plan and
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๐๐ ๐๐ด๐ฒ๐ป๐โ๐ ๐ ๐ฒ๐บ๐ผ๐ฟ๐ is the most important piece of ๐๐ผ๐ป๐๐ฒ๐
๐ ๐๐ป๐ด๐ถ๐ป๐ฒ๐ฒ๐ฟ๐ถ๐ป๐ด, this is how we define it ๐ In general, the memory for an agent is something that we provide via context in the prompt passed to LLM that helps the agent to better plan and
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The main ๐๐ ๐๐ด๐ฒ๐ป๐ ๐๐ฒ๐ฝ๐น๐ผ๐๐บ๐ฒ๐ป๐ ๐ง๐๐ฝ๐ฒ๐ ๐ Itโs no secret that an AI Agent is a piece of software wrapping an LLM or multiple LLMs as a reasoning engine to guide its execution flow. The deployment types for these agents also closely resemble those of software or
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Subscribe to my Newsletter to join 33.000+ AI Builders and Leaders learning about the latest in AI:
newsletter.swirlai.com
Learn about end-to-end Data Systems and stay up to date with what is happening in the Data World. Click to read SwirlAI Newsletter, by Aurimas Griciลซnas, a Substack publication with tens of thousands...
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The main ๐๐ ๐๐ด๐ฒ๐ป๐ ๐๐ฒ๐ฝ๐น๐ผ๐๐บ๐ฒ๐ป๐ ๐ง๐๐ฝ๐ฒ๐ ๐ Itโs no secret that an AI Agent is a piece of software wrapping an LLM or multiple LLMs as a reasoning engine to guide its execution flow. The deployment types for these agents also closely resemble those of software or
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๐ฅ @NioCorp $NB: 30 Seconds Investors Should See โข Construction-ready U.S. critical minerals project with all major permits secured โข Offtake visibility: 75% of planned niobium output under long-term agreements plus the largest scandium sales deal on record โข Financing
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Building even a simple ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป ๐ด๐ฟ๐ฎ๐ฑ๐ฒ ๐ฅ๐ฒ๐๐ฟ๐ถ๐ฒ๐๐ฎ๐น ๐๐๐ด๐บ๐ฒ๐ป๐๐ฒ๐ฑ ๐๐ฒ๐ป๐ฒ๐ฟ๐ฎ๐๐ถ๐ผ๐ป (๐ฅ๐๐) ๐ฏ๐ฎ๐๐ฒ๐ฑ ๐๐ ๐๐๐๐๐ฒ๐บ is a challenging task. Read until the end to understand why ๐ Here are some of the moving parts in the RAG based systems that
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Subscribe to my Newsletter to join 33.000+ AI Builders and Leaders learning about the latest in AI:
newsletter.swirlai.com
Learn about end-to-end Data Systems and stay up to date with what is happening in the Data World. Click to read SwirlAI Newsletter, by Aurimas Griciลซnas, a Substack publication with tens of thousands...
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Building even a simple ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป ๐ด๐ฟ๐ฎ๐ฑ๐ฒ ๐ฅ๐ฒ๐๐ฟ๐ถ๐ฒ๐๐ฎ๐น ๐๐๐ด๐บ๐ฒ๐ป๐๐ฒ๐ฑ ๐๐ฒ๐ป๐ฒ๐ฟ๐ฎ๐๐ถ๐ผ๐ป (๐ฅ๐๐) ๐ฏ๐ฎ๐๐ฒ๐ฑ ๐๐ ๐๐๐๐๐ฒ๐บ is a challenging task. Read until the end to understand why ๐ Here are some of the moving parts in the RAG based systems that
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๐๐ด๐ฒ๐ป๐๐ถ๐ฐ ๐ฅ๐๐ and what you need to know about it as an AI Engineer? Simple naive RAG systems are rarely used in real world applications. We are usually adding some agency to the RAG system - ideally a minimal amount. There is ๐ป๐ผ ๐๐ถ๐ป๐ด๐น๐ฒ ๐ฏ๐น๐๐ฒ๐ฝ๐ฟ๐ถ๐ป๐ on how
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Most new traders lose money because they skip the foundation. ๐ Study first. Trade later. Be patient. Follow for more trading tips.
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๐๐ด๐ฒ๐ป๐๐ถ๐ฐ ๐ฅ๐๐ and what you need to know about it as an AI Engineer? Simple naive RAG systems are rarely used in real world applications. We are usually adding some agency to the RAG system - ideally a minimal amount. There is ๐ป๐ผ ๐๐ถ๐ป๐ด๐น๐ฒ ๐ฏ๐น๐๐ฒ๐ฝ๐ฟ๐ถ๐ป๐ on how
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Less talking, more building: ๐ ๐๐น๐๐ถ-๐๐ด๐ฒ๐ป๐ ๐ฅ๐ฒ๐๐ฒ๐ฎ๐ฟ๐ฐ๐ต ๐ฆ๐๐๐๐ฒ๐บ ๐ณ๐ฟ๐ผ๐บ ๐๐ฐ๐ฟ๐ฎ๐๐ฐ๐ต! ๐ Some weeks ago I released an episode of my Newsletter and an update to the ๐๐ ๐๐ป๐ด๐ถ๐ป๐ฒ๐ฒ๐ฟ๐ ๐๐ฎ๐ป๐ฑ๐ฏ๐ผ๐ผ๐ธ GitHub repository. There I implemented a Deep
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Less talking, more building: ๐ ๐๐น๐๐ถ-๐๐ด๐ฒ๐ป๐ ๐ฅ๐ฒ๐๐ฒ๐ฎ๐ฟ๐ฐ๐ต ๐ฆ๐๐๐๐ฒ๐บ ๐ณ๐ฟ๐ผ๐บ ๐๐ฐ๐ฟ๐ฎ๐๐ฐ๐ต! ๐ Some weeks ago I released an episode of my Newsletter and an update to the ๐๐ ๐๐ป๐ด๐ถ๐ป๐ฒ๐ฒ๐ฟ๐ ๐๐ฎ๐ป๐ฑ๐ฏ๐ผ๐ผ๐ธ GitHub repository. There I implemented a Deep
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๐๐ ๐๐ป๐ด๐ถ๐ป๐ฒ๐ฒ๐ฟ๐ถ๐ป๐ด ๐๐ฒ๐ฎ๐ฟ๐ป๐ถ๐ป๐ด ๐ฅ๐ผ๐ฎ๐ฑ๐บ๐ฎ๐ฝ. ๐ It is created with beginners in mind but can be easily adapted if you are proficient in some of the areas already. ๐๐ฏ ๐ข ๐ฉ๐ช๐จ๐ฉ ๐ญ๐ฆ๐ท๐ฆ๐ญ: ๐๐ผ๐ฐ๐๐ ๐ผ๐ป ๐๐๐ป๐ฑ๐ฎ๐บ๐ฒ๐ป๐๐ฎ๐น๐ throughout the journey, but
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Join me to learn above in my end-to-end AI Engineering bootcamp (10% off with code LastChance): https://t.co/X11eTSk3NP Next cohort kicking off next week!
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Master end-to-end AI engineering - transform prototypes into production-ready apps with LLMs, RAG & agents in just 8 weeks.
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๐๐ ๐๐ป๐ด๐ถ๐ป๐ฒ๐ฒ๐ฟ๐ถ๐ป๐ด ๐๐ฒ๐ฎ๐ฟ๐ป๐ถ๐ป๐ด ๐ฅ๐ผ๐ฎ๐ฑ๐บ๐ฎ๐ฝ. ๐ It is created with beginners in mind but can be easily adapted if you are proficient in some of the areas already. ๐๐ฏ ๐ข ๐ฉ๐ช๐จ๐ฉ ๐ญ๐ฆ๐ท๐ฆ๐ญ: ๐๐ผ๐ฐ๐๐ ๐ผ๐ป ๐๐๐ป๐ฑ๐ฎ๐บ๐ฒ๐ป๐๐ฎ๐น๐ throughout the journey, but
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๐จ Last call for a free Webinar: ๐๐ท๐ข๐ญ๐ถ๐ข๐ต๐ช๐ฐ๐ฏ ๐๐ณ๐ช๐ท๐ฆ๐ฏ ๐๐ฆ๐ท๐ฆ๐ญ๐ฐ๐ฑ๐ฎ๐ฆ๐ฏ๐ต ๐ง๐ฐ๐ณ ๐๐จ๐ฆ๐ฏ๐ต๐ช๐ค ๐๐ ๐๐บ๐ด๐ต๐ฆ๐ฎ๐ด ๐๏ธ Today & 16:00 GMT Evals are notoriously difficult to implement in real world Agentic AI applications. Nevertheless, we cannot build reliable
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