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Aurimas Griciลซnas Profile
Aurimas Griciลซnas

@Aurimas_Gr

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๐Ÿ”จ Founder & CEO @ SwirlAI ๐Ÿ“– Writing about #LLM, #AI, #DataEngineering, #MachineLearning and #Data โœ๏ธ Author of SwirlAI Newsletter.

Lithuania
Joined June 2012
Don't wanna be here? Send us removal request.
@Aurimas_Gr
Aurimas Griciลซnas
10 months
Last week I released the first article in my hands-on ๐—•๐˜‚๐—ถ๐—น๐—ฑ๐—ถ๐—ป๐—ด ๐—”๐—œ ๐—”๐—ด๐—ฒ๐—ป๐˜๐˜€ ๐—™๐—ฟ๐—ผ๐—บ ๐—ฆ๐—ฐ๐—ฟ๐—ฎ๐˜๐—ฐ๐—ต 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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@Aurimas_Gr
Aurimas Griciลซnas
13 hours
AI Supercomputer on my desk! ๐—ก๐—ฉ๐—œ๐——๐—œ๐—” ๐——๐—š๐—ซ ๐—ฆ๐—ฝ๐—ฎ๐—ฟ๐—ธ 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: ๐Ÿš€ NVIDIA GB10 Grace Blackwell Superchip. ๐Ÿ’พ 128 GB of Unified System memory - you can run models
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@Restore_NJ
Restore New Jersey
8 days
๐Ÿšจ ATTN. New Jersey: MIKIE SHERRILLโ€ฆ - Refuses to commit that she wonโ€™t raise New Jerseyโ€™s sales tax. - Her plan will โ€œcost you an arm and a leg, but if youโ€™re a good person, YOUโ€™LL DO IT.โ€ As Governor, Mikie Sherrill will make YOU PAY! Vote AGAINST her on 11/4.
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@Aurimas_Gr
Aurimas Griciลซnas
13 hours
AI Supercomputer on my desk! ๐—ก๐—ฉ๐—œ๐——๐—œ๐—” ๐——๐—š๐—ซ ๐—ฆ๐—ฝ๐—ฎ๐—ฟ๐—ธ 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: ๐Ÿš€ NVIDIA GB10 Grace Blackwell Superchip. ๐Ÿ’พ 128 GB of Unified System memory - you can run models
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@Aurimas_Gr
Aurimas Griciลซnas
6 days
Integrating ๐—”๐—ด๐—ฒ๐—ป๐˜๐—ถ๐—ฐ ๐—ฅ๐—”๐—š Systems via ๐— ๐—–๐—ฃ ๐Ÿ‘‡ 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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@Aurimas_Gr
Aurimas Griciลซnas
6 days
Integrating ๐—”๐—ด๐—ฒ๐—ป๐˜๐—ถ๐—ฐ ๐—ฅ๐—”๐—š Systems via ๐— ๐—–๐—ฃ ๐Ÿ‘‡ 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_com
FTMO.com
6 days
FTMO Verified prop traders walk their path. Rise now and start your FTMO Challenge!
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@Aurimas_Gr
Aurimas Griciลซnas
14 days
๐—”๐—œ ๐—”๐—ด๐—ฒ๐—ป๐˜โ€™๐˜€ ๐— ๐—ฒ๐—บ๐—ผ๐—ฟ๐˜† is the most important piece of ๐—–๐—ผ๐—ป๐˜๐—ฒ๐˜…๐˜ ๐—˜๐—ป๐—ด๐—ถ๐—ป๐—ฒ๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด, this is how we define it ๐Ÿ‘‡ 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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@Aurimas_Gr
Aurimas Griciลซnas
14 days
๐—”๐—œ ๐—”๐—ด๐—ฒ๐—ป๐˜โ€™๐˜€ ๐— ๐—ฒ๐—บ๐—ผ๐—ฟ๐˜† is the most important piece of ๐—–๐—ผ๐—ป๐˜๐—ฒ๐˜…๐˜ ๐—˜๐—ป๐—ด๐—ถ๐—ป๐—ฒ๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด, this is how we define it ๐Ÿ‘‡ 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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@Aurimas_Gr
Aurimas Griciลซnas
14 days
The main ๐—”๐—œ ๐—”๐—ด๐—ฒ๐—ป๐˜ ๐——๐—ฒ๐—ฝ๐—น๐—ผ๐˜†๐—บ๐—ฒ๐—ป๐˜ ๐—ง๐˜†๐—ฝ๐—ฒ๐˜€ ๐Ÿ‘‡ Itโ€™s 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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@Aurimas_Gr
Aurimas Griciลซnas
14 days
The main ๐—”๐—œ ๐—”๐—ด๐—ฒ๐—ป๐˜ ๐——๐—ฒ๐—ฝ๐—น๐—ผ๐˜†๐—บ๐—ฒ๐—ป๐˜ ๐—ง๐˜†๐—ฝ๐—ฒ๐˜€ ๐Ÿ‘‡ Itโ€™s 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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@RedChip
RedChip
2 days
๐ŸŽฅ @NioCorp $NB: 30 Seconds Investors Should See โ€ข Construction-ready U.S. critical minerals project with all major permits secured โ€ข Offtake visibility: 75% of planned niobium output under long-term agreements plus the largest scandium sales deal on record โ€ข Financing
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@Aurimas_Gr
Aurimas Griciลซnas
15 days
Building even a simple ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜๐—ถ๐—ผ๐—ป ๐—ด๐—ฟ๐—ฎ๐—ฑ๐—ฒ ๐—ฅ๐—ฒ๐˜๐—ฟ๐—ถ๐—ฒ๐˜ƒ๐—ฎ๐—น ๐—”๐˜‚๐—ด๐—บ๐—ฒ๐—ป๐˜๐—ฒ๐—ฑ ๐—š๐—ฒ๐—ป๐—ฒ๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป (๐—ฅ๐—”๐—š) ๐—ฏ๐—ฎ๐˜€๐—ฒ๐—ฑ ๐—”๐—œ ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ is a challenging task. Read until the end to understand why ๐Ÿ‘‡ Here are some of the moving parts in the RAG based systems that
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@Aurimas_Gr
Aurimas Griciลซnas
15 days
Building even a simple ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜๐—ถ๐—ผ๐—ป ๐—ด๐—ฟ๐—ฎ๐—ฑ๐—ฒ ๐—ฅ๐—ฒ๐˜๐—ฟ๐—ถ๐—ฒ๐˜ƒ๐—ฎ๐—น ๐—”๐˜‚๐—ด๐—บ๐—ฒ๐—ป๐˜๐—ฒ๐—ฑ ๐—š๐—ฒ๐—ป๐—ฒ๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป (๐—ฅ๐—”๐—š) ๐—ฏ๐—ฎ๐˜€๐—ฒ๐—ฑ ๐—”๐—œ ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ is a challenging task. Read until the end to understand why ๐Ÿ‘‡ Here are some of the moving parts in the RAG based systems that
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@Aurimas_Gr
Aurimas Griciลซnas
18 days
๐—”๐—ด๐—ฒ๐—ป๐˜๐—ถ๐—ฐ ๐—ฅ๐—”๐—š 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 ๐—ป๐—ผ ๐˜€๐—ถ๐—ป๐—ด๐—น๐—ฒ ๐—ฏ๐—น๐˜‚๐—ฒ๐—ฝ๐—ฟ๐—ถ๐—ป๐˜ on how
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@ChartGuys
TheChartGuys
8 days
Most new traders lose money because they skip the foundation. ๐Ÿ“š Study first. Trade later. Be patient. Follow for more trading tips.
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@Aurimas_Gr
Aurimas Griciลซnas
18 days
๐—”๐—ด๐—ฒ๐—ป๐˜๐—ถ๐—ฐ ๐—ฅ๐—”๐—š 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 ๐—ป๐—ผ ๐˜€๐—ถ๐—ป๐—ด๐—น๐—ฒ ๐—ฏ๐—น๐˜‚๐—ฒ๐—ฝ๐—ฟ๐—ถ๐—ป๐˜ on how
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@Aurimas_Gr
Aurimas Griciลซnas
19 days
Less talking, more building: ๐— ๐˜‚๐—น๐˜๐—ถ-๐—”๐—ด๐—ฒ๐—ป๐˜ ๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—ฆ๐˜†๐˜€๐˜๐—ฒ๐—บ ๐—ณ๐—ฟ๐—ผ๐—บ ๐˜€๐—ฐ๐—ฟ๐—ฎ๐˜๐—ฐ๐—ต! ๐Ÿ‘‡ Some weeks ago I released an episode of my Newsletter and an update to the ๐—”๐—œ ๐—˜๐—ป๐—ด๐—ถ๐—ป๐—ฒ๐—ฒ๐—ฟ๐˜€ ๐—›๐—ฎ๐—ป๐—ฑ๐—ฏ๐—ผ๐—ผ๐—ธ GitHub repository. There I implemented a Deep
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@Aurimas_Gr
Aurimas Griciลซnas
19 days
Less talking, more building: ๐— ๐˜‚๐—น๐˜๐—ถ-๐—”๐—ด๐—ฒ๐—ป๐˜ ๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—ฆ๐˜†๐˜€๐˜๐—ฒ๐—บ ๐—ณ๐—ฟ๐—ผ๐—บ ๐˜€๐—ฐ๐—ฟ๐—ฎ๐˜๐—ฐ๐—ต! ๐Ÿ‘‡ Some weeks ago I released an episode of my Newsletter and an update to the ๐—”๐—œ ๐—˜๐—ป๐—ด๐—ถ๐—ป๐—ฒ๐—ฒ๐—ฟ๐˜€ ๐—›๐—ฎ๐—ป๐—ฑ๐—ฏ๐—ผ๐—ผ๐—ธ GitHub repository. There I implemented a Deep
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@Aurimas_Gr
Aurimas Griciลซnas
19 days
๐—”๐—œ ๐—˜๐—ป๐—ด๐—ถ๐—ป๐—ฒ๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด ๐—ฅ๐—ผ๐—ฎ๐—ฑ๐—บ๐—ฎ๐—ฝ. ๐Ÿ‘‡ It is created with beginners in mind but can be easily adapted if you are proficient in some of the areas already. ๐˜–๐˜ฏ ๐˜ข ๐˜ฉ๐˜ช๐˜จ๐˜ฉ ๐˜ญ๐˜ฆ๐˜ท๐˜ฆ๐˜ญ: ๐—™๐—ผ๐—ฐ๐˜‚๐˜€ ๐—ผ๐—ป ๐—™๐˜‚๐—ป๐—ฑ๐—ฎ๐—บ๐—ฒ๐—ป๐˜๐—ฎ๐—น๐˜€ throughout the journey, but
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@Aurimas_Gr
Aurimas Griciลซnas
19 days
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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maven.com
Master end-to-end AI engineering - transform prototypes into production-ready apps with LLMs, RAG & agents in just 8 weeks.
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@Aurimas_Gr
Aurimas Griciลซnas
19 days
๐—”๐—œ ๐—˜๐—ป๐—ด๐—ถ๐—ป๐—ฒ๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด ๐—ฅ๐—ผ๐—ฎ๐—ฑ๐—บ๐—ฎ๐—ฝ. ๐Ÿ‘‡ It is created with beginners in mind but can be easily adapted if you are proficient in some of the areas already. ๐˜–๐˜ฏ ๐˜ข ๐˜ฉ๐˜ช๐˜จ๐˜ฉ ๐˜ญ๐˜ฆ๐˜ท๐˜ฆ๐˜ญ: ๐—™๐—ผ๐—ฐ๐˜‚๐˜€ ๐—ผ๐—ป ๐—™๐˜‚๐—ป๐—ฑ๐—ฎ๐—บ๐—ฒ๐—ป๐˜๐—ฎ๐—น๐˜€ throughout the journey, but
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@Aurimas_Gr
Aurimas Griciลซnas
21 days
๐Ÿšจ Last call for a free Webinar: ๐˜Œ๐˜ท๐˜ข๐˜ญ๐˜ถ๐˜ข๐˜ต๐˜ช๐˜ฐ๐˜ฏ ๐˜‹๐˜ณ๐˜ช๐˜ท๐˜ฆ๐˜ฏ ๐˜‹๐˜ฆ๐˜ท๐˜ฆ๐˜ญ๐˜ฐ๐˜ฑ๐˜ฎ๐˜ฆ๐˜ฏ๐˜ต ๐˜ง๐˜ฐ๐˜ณ ๐˜ˆ๐˜จ๐˜ฆ๐˜ฏ๐˜ต๐˜ช๐˜ค ๐˜ˆ๐˜ ๐˜š๐˜บ๐˜ด๐˜ต๐˜ฆ๐˜ฎ๐˜ด ๐Ÿ—“๏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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