Laura G Funderburk ๐Ÿ๐Ÿฅ‘ (@lgfunderburk) 's Twitter Profile
Laura G Funderburk ๐Ÿ๐Ÿฅ‘

@lgfunderburk

AI Engineer ๐Ÿ๐Ÿšข๐Ÿ“Š and Dev ๐Ÿฅ‘ @AIMakerspace
Building ๐Ÿ—๏ธ Shipping ๐Ÿšข and Sharing ๐Ÿš€
๐Ÿ‡จ๐Ÿ‡ฆ ๐Ÿ‡ฒ๐Ÿ‡ฝ
She/her
@[email protected]

ID: 1300486544449441794

linkhttp://lfunderburk.github.io calendar_today31-08-2020 17:32:14

710 Tweet

385 Followers

440 Following

bytewax (@bytewax) 's Twitter Profile Photo

๐Ÿ“ฃ New Tool, New Possibilities! ๐Ÿ“ฃ The ๐๐ฒ๐ญ๐ž๐ฐ๐š๐ฑ ๐ˆ๐ง๐Ÿ๐ฅ๐ฎ๐ฑ๐ƒ๐ ๐‚๐จ๐ง๐ง๐ž๐œ๐ญ๐จ๐ซ is here, making it easier than ever to connect, process, and visualize your time-series data in real-time. ๐Ÿ˜Ž No more waiting around for delayed insights โ€” get your data flowing smoothly

๐Ÿ“ฃ New Tool, New Possibilities! ๐Ÿ“ฃ 

The ๐๐ฒ๐ญ๐ž๐ฐ๐š๐ฑ ๐ˆ๐ง๐Ÿ๐ฅ๐ฎ๐ฑ๐ƒ๐ ๐‚๐จ๐ง๐ง๐ž๐œ๐ญ๐จ๐ซ is here, making it easier than ever to connect, process, and visualize your time-series data in real-time. ๐Ÿ˜Ž No more waiting around for delayed insights โ€” get your data flowing smoothly
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๐Ÿ Bytetalks is officially here, and weโ€™re excited to present our next episode! So, today, our own Laura G Funderburk ๐Ÿ๐Ÿฅ‘ and Zander will take you through Bytewax operators, the key components driving streaming dataflows. Watch to learn: โ˜’ The basics of Bytewax dataflows,

๐Ÿ Bytetalks is officially here, and weโ€™re excited to present our next episode!

So, today, our own <a href="/LGFunderburk/">Laura G Funderburk ๐Ÿ๐Ÿฅ‘</a> and <a href="/MathesonZander/">Zander</a>  will take you through Bytewax operators, the key components driving streaming dataflows.

Watch to learn:

โ˜’ The basics of Bytewax dataflows,
bytewax (@bytewax) 's Twitter Profile Photo

"๐˜ˆ๐˜ ๐˜ธ๐˜ช๐˜ญ๐˜ญ ๐˜ฏ๐˜ฆ๐˜ท๐˜ฆ๐˜ณ ๐˜ณ๐˜ฆ๐˜ฑ๐˜ญ๐˜ข๐˜ค๐˜ฆ ๐˜ต๐˜ฉ๐˜ฆ ๐˜ฌ๐˜ฏ๐˜ฐ๐˜ธ๐˜ญ๐˜ฆ๐˜ฅ๐˜จ๐˜ฆ ๐˜ฐ๐˜ง ๐˜ฃ๐˜ถ๐˜ช๐˜ญ๐˜ฅ๐˜ช๐˜ฏ๐˜จ ๐˜ณ๐˜ฐ๐˜ฃ๐˜ถ๐˜ด๐˜ต, ๐˜ด๐˜ค๐˜ข๐˜ญ๐˜ข๐˜ฃ๐˜ญ๐˜ฆ, ๐˜ข๐˜ฏ๐˜ฅ ๐˜ณ๐˜ฆ๐˜ญ๐˜ช๐˜ข๐˜ฃ๐˜ญ๐˜ฆ ๐˜ด๐˜บ๐˜ด๐˜ต๐˜ฆ๐˜ฎ๐˜ด." Our very own Laura G Funderburk ๐Ÿ๐Ÿฅ‘ recently joined Chris Lusk from AI Makerspace to share her journey, insights on Gen AI,

bytewax (@bytewax) 's Twitter Profile Photo

๐Ÿ”ฅ ๐๐ซ๐ข๐ง๐ ๐ข๐ง๐  ๐’๐ญ๐ซ๐ž๐š๐ฆ ๐๐ซ๐จ๐œ๐ž๐ฌ๐ฌ๐ข๐ง๐  ๐š๐ง๐ ๐€๐ง๐š๐ฅ๐ฒ๐ญ๐ข๐œ๐ฌ ๐‚๐ฅ๐จ๐ฌ๐ž๐ซ ๐“๐จ๐ ๐ž๐ญ๐ก๐ž๐ซ Real-time data demands real-time solutions. Thatโ€™s why weโ€™re excited to announce Bytewaxโ€™s integration with DuckDB and MotherDuck, combining the power of stream

๐Ÿ”ฅ ๐๐ซ๐ข๐ง๐ ๐ข๐ง๐  ๐’๐ญ๐ซ๐ž๐š๐ฆ ๐๐ซ๐จ๐œ๐ž๐ฌ๐ฌ๐ข๐ง๐  ๐š๐ง๐ ๐€๐ง๐š๐ฅ๐ฒ๐ญ๐ข๐œ๐ฌ ๐‚๐ฅ๐จ๐ฌ๐ž๐ซ ๐“๐จ๐ ๐ž๐ญ๐ก๐ž๐ซ

Real-time data demands real-time solutions. Thatโ€™s why weโ€™re excited to announce Bytewaxโ€™s integration with <a href="/duckdb/">DuckDB</a> and <a href="/motherduck/">MotherDuck</a>, combining the power of stream
Laura G Funderburk ๐Ÿ๐Ÿฅ‘ (@lgfunderburk) 's Twitter Profile Photo

New connector launch available through PyPi: enabling batch writing to DuckDB and MotherDuck with the power of Rust through Bytewax pypi.org/project/bytewaโ€ฆ

bytewax (@bytewax) 's Twitter Profile Photo

๐Ÿšจ ๐๐ž๐ฐ ๐๐ฒ๐ญ๐ž๐ญ๐š๐ฅ๐ค๐ฌ ๐„๐ฉ๐ข๐ฌ๐จ๐๐ž๐Ÿšจ โ˜๏ธ Yesterday, we shared the big news: Bytewax now integrates with DuckDB and MotherDuck , bridging the worlds of real-time stream processing and high-performance analytics. To give you all the details, we recorded a special

๐Ÿšจ ๐๐ž๐ฐ ๐๐ฒ๐ญ๐ž๐ญ๐š๐ฅ๐ค๐ฌ ๐„๐ฉ๐ข๐ฌ๐จ๐๐ž๐Ÿšจ

โ˜๏ธ Yesterday, we shared the big news: Bytewax now integrates with <a href="/duckdb/">DuckDB</a> and <a href="/motherduck/">MotherDuck</a> , bridging the worlds of real-time stream processing and high-performance analytics. 

To give you all the details, we recorded a special
bytewax (@bytewax) 's Twitter Profile Photo

๐™๐™ค๐™ง๐™œ๐™š๐™ฉ ๐™ค๐™ช๐™ฉ๐™™๐™–๐™ฉ๐™š๐™™ ๐™—๐™–๐™ฉ๐™˜๐™ ๐™ฅ๐™ง๐™ค๐™˜๐™š๐™จ๐™จ๐™ž๐™ฃ๐™œโ€”๐™ฎ๐™ค๐™ช๐™ง ๐™๐˜ผ๐™‚ ๐™ฌ๐™ค๐™ง๐™ ๐™›๐™ก๐™ค๐™ฌ๐™จ ๐™™๐™š๐™จ๐™š๐™ง๐™ซ๐™š ๐™—๐™š๐™ฉ๐™ฉ๐™š๐™ง. ๐Ÿง Laura Funderburk, our expert on all things RAG, has written a detailed step-by-step blog on creating real-time APIs using Bytewax, Haystack , and

๐™๐™ค๐™ง๐™œ๐™š๐™ฉ ๐™ค๐™ช๐™ฉ๐™™๐™–๐™ฉ๐™š๐™™ ๐™—๐™–๐™ฉ๐™˜๐™ ๐™ฅ๐™ง๐™ค๐™˜๐™š๐™จ๐™จ๐™ž๐™ฃ๐™œโ€”๐™ฎ๐™ค๐™ช๐™ง ๐™๐˜ผ๐™‚ ๐™ฌ๐™ค๐™ง๐™ ๐™›๐™ก๐™ค๐™ฌ๐™จ ๐™™๐™š๐™จ๐™š๐™ง๐™ซ๐™š ๐™—๐™š๐™ฉ๐™ฉ๐™š๐™ง.

๐Ÿง Laura Funderburk, our expert on all things RAG, has written a detailed step-by-step blog on creating real-time APIs using Bytewax, <a href="/Haystack_AI/">Haystack</a> , and
bytewax (@bytewax) 's Twitter Profile Photo

๐˜“๐˜ฆ๐˜ตโ€™๐˜ด ๐˜Š๐˜ฐ๐˜ฏ๐˜ต๐˜ช๐˜ฏ๐˜ถ๐˜ฆ ๐˜–๐˜ถ๐˜ณ 2024 ๐˜™๐˜ฆ๐˜ง๐˜ญ๐˜ฆ๐˜ค๐˜ต๐˜ช๐˜ฐ๐˜ฏ๐˜ด!๐Ÿš€ This year wasnโ€™t just about innovationโ€”it was about ๐™˜๐™ค๐™ข๐™ข๐™ช๐™ฃ๐™ž๐™ฉ๐™ฎ, ๐™˜๐™ค๐™ก๐™ก๐™–๐™—๐™ค๐™ง๐™–๐™ฉ๐™ž๐™ค๐™ฃ, and building ๐™˜๐™ค๐™ฃ๐™ฃ๐™š๐™˜๐™ฉ๐™ž๐™ค๐™ฃ๐™จ ๐Ÿ’›. ๐ŸŽ‰ GenAI & Bytewax: Real-Time Meets Real Innovation From bytewax-Redis S

๐˜“๐˜ฆ๐˜ตโ€™๐˜ด ๐˜Š๐˜ฐ๐˜ฏ๐˜ต๐˜ช๐˜ฏ๐˜ถ๐˜ฆ ๐˜–๐˜ถ๐˜ณ 2024 ๐˜™๐˜ฆ๐˜ง๐˜ญ๐˜ฆ๐˜ค๐˜ต๐˜ช๐˜ฐ๐˜ฏ๐˜ด!๐Ÿš€

This year wasnโ€™t just about innovationโ€”it was about ๐™˜๐™ค๐™ข๐™ข๐™ช๐™ฃ๐™ž๐™ฉ๐™ฎ, ๐™˜๐™ค๐™ก๐™ก๐™–๐™—๐™ค๐™ง๐™–๐™ฉ๐™ž๐™ค๐™ฃ, and building ๐™˜๐™ค๐™ฃ๐™ฃ๐™š๐™˜๐™ฉ๐™ž๐™ค๐™ฃ๐™จ ๐Ÿ’›.

๐ŸŽ‰ GenAI &amp; Bytewax: Real-Time Meets Real Innovation
From bytewax-<a href="/Redis/">Redis S</a>
bytewax (@bytewax) 's Twitter Profile Photo

๐Ÿš› This isnโ€™t your average trucking story. Range Energy is electrifying trailers, but thatโ€™s only half the tale. With Bytewax, theyโ€™ve built real-time pipelines that turn GPS data into live experiments. Forget slow-moving legacy systemsโ€”this teamโ€™s rewriting the rules: โžก๏ธ

bytewax (@bytewax) 's Twitter Profile Photo

๐Ÿ› ๏ธ ๐๐ž๐ฐ ๐‚๐จ๐ง๐ง๐ž๐œ๐ญ๐จ๐ซ๐ฌ ๐ข๐ง ๐ญ๐ก๐ž ๐๐ฒ๐ญ๐ž๐ฐ๐š๐ฑ ๐Œ๐จ๐๐ฎ๐ฅ๐ž ๐‡๐ฎ๐›: ๐๐ฎ๐ข๐ฅ๐ญ ๐›๐ฒ ๐Ž๐ฎ๐ซ ๐‚๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐ญ๐ฒ Our stream processorโ€™s flexibility allows developers to build custom sources and sinks tailored to their needs. This adaptability has inspired our community

bytewax (@bytewax) 's Twitter Profile Photo

๐ŸŒŸ 2024 in Review: Built by Bytewax, Powered by Community ๐ŸŒŸ The third chapter of our Year in Review is here! This time, weโ€™re focusing on whatโ€™s been built with Bytewax, the tools weโ€™ve created, and the conversations weโ€™ve had. ๐Ÿ’ก Built with Bytewax - The "Used By" feature on

๐ŸŒŸ 2024 in Review: Built by Bytewax, Powered by Community ๐ŸŒŸ

The third chapter of our Year in Review is here! This time, weโ€™re focusing on whatโ€™s been built with Bytewax, the tools weโ€™ve created, and the conversations weโ€™ve had.

๐Ÿ’ก Built with Bytewax - The "Used By" feature on
bytewax (@bytewax) 's Twitter Profile Photo

๐Ÿš€ Transforming Bytewax with LLM Power Whatโ€™s the difference between an agent and a chatbot? Action. Laura G Funderburk ๐Ÿ๐Ÿฅ‘ latest blog shows you how to equip Bytewax dataflows to work alongside LLMs. โ€œAgents donโ€™t just replyโ€”they decide, plan, and execute.โ€ โœ… Automate decision-making

๐Ÿš€ Transforming Bytewax with LLM Power

Whatโ€™s the difference between an agent and a chatbot? Action. <a href="/LGFunderburk/">Laura G Funderburk ๐Ÿ๐Ÿฅ‘</a> latest blog shows you how to equip Bytewax dataflows to work alongside LLMs.

โ€œAgents donโ€™t just replyโ€”they decide, plan, and execute.โ€
โœ… Automate decision-making
bytewax (@bytewax) 's Twitter Profile Photo

๐Ÿš€ ๐‘๐ž๐š๐ฅ-๐“๐ข๐ฆ๐ž ๐€๐ˆ ๐ˆ๐ฌ ๐‡๐ž๐ซ๐ž ๐ญ๐จ ๐’๐ญ๐š๐ฒ ๐Ÿš€ 2025 is here, and if thereโ€™s one thing we learned in 2024, itโ€™s this: real-time AI isnโ€™t optional anymore. Last year, we wrote about ๐˜™๐˜ฆ๐˜ต๐˜ณ๐˜ช๐˜ฆ๐˜ท๐˜ข๐˜ญ ๐˜ˆ๐˜ถ๐˜จ๐˜ฎ๐˜ฆ๐˜ฏ๐˜ต๐˜ฆ๐˜ฅ ๐˜Ž๐˜ฆ๐˜ฏ๐˜ฆ๐˜ณ๐˜ข๐˜ต๐˜ช๐˜ฐ๐˜ฏ (๐˜™๐˜ˆ๐˜Ž) and how itโ€™s

๐Ÿš€ ๐‘๐ž๐š๐ฅ-๐“๐ข๐ฆ๐ž ๐€๐ˆ ๐ˆ๐ฌ ๐‡๐ž๐ซ๐ž ๐ญ๐จ ๐’๐ญ๐š๐ฒ ๐Ÿš€

2025 is here, and if thereโ€™s one thing we learned in 2024, itโ€™s this: real-time AI isnโ€™t optional anymore. 

Last year, we wrote about ๐˜™๐˜ฆ๐˜ต๐˜ณ๐˜ช๐˜ฆ๐˜ท๐˜ข๐˜ญ ๐˜ˆ๐˜ถ๐˜จ๐˜ฎ๐˜ฆ๐˜ฏ๐˜ต๐˜ฆ๐˜ฅ ๐˜Ž๐˜ฆ๐˜ฏ๐˜ฆ๐˜ณ๐˜ข๐˜ต๐˜ช๐˜ฐ๐˜ฏ (๐˜™๐˜ˆ๐˜Ž) and how itโ€™s
AI Makerspace (@aimakerspace) 's Twitter Profile Photo

What we built ๐Ÿ—๏ธ, shipped ๐Ÿšข, and shared ๐Ÿš€ last week: the 2025 RAG enterprise production stack! We covered the full enterprise journey of a RAG app: โœ… On-prem demo to cloud deployment ๐Ÿงช Data validation & beta testing ๐Ÿ”Œ CSP integration Featuring: LangGraph, QDrant, Cohere

What we built ๐Ÿ—๏ธ, shipped ๐Ÿšข, and shared ๐Ÿš€ last week: the 2025 RAG enterprise production stack!
We covered the full enterprise journey of a RAG app:
 โœ… On-prem demo to cloud deployment
 ๐Ÿงช Data validation &amp; beta testing
 ๐Ÿ”Œ CSP integration
Featuring: LangGraph, QDrant, Cohere
AI Makerspace (@aimakerspace) 's Twitter Profile Photo

๐Ÿ—๏ธ What we're building, ๐Ÿšข shipping, and ๐Ÿš€ scaling: Deploying MCP Servers with AnyMCP by Arcee.ai AnyMCP = your command center for LLM infra. ๐Ÿ’ฅ 100% free ๐Ÿ“ Deploy MCP endpoints ๐Ÿ› ๏ธ Real-world workflows ๐Ÿ“š Agentic system architecture Join us โ†’ lu.ma/kg6sksfg

AI Makerspace (@aimakerspace) 's Twitter Profile Photo

Thank you so much for joining us! Video: youtube.com/live/qNTkaMpbfโ€ฆ Slides: tinyurl.com/anymcp Next event Google ADK: Agent Development Kit: lu.ma/h56uftvo Shout out to @LucasAtkins7 abhishek from Arcee.ai for joining us

Thank you so much for joining us! 

Video: youtube.com/live/qNTkaMpbfโ€ฆ
Slides: tinyurl.com/anymcp 

Next event Google 
ADK: Agent Development Kit: lu.ma/h56uftvo

Shout out to @LucasAtkins7 <a href="/abhi1thakur/">abhishek</a> from <a href="/arcee_ai/">Arcee.ai</a> for joining us
AI Makerspace (@aimakerspace) 's Twitter Profile Photo

๐Ÿš€ Curious how AI agents can actually work together across orgs, tech stacks, and ecosystems? Join us live for an in-depth session on the Agent2Agent (A2A) Protocol โ€” the open standard reshaping multi-agent communication and collaboration. ๐Ÿง ๐Ÿค– youtube.com/live/HUSuUs16tโ€ฆ

๐Ÿš€ Curious how AI agents can actually work together across orgs, tech stacks, and ecosystems?

Join us live for an in-depth session on the Agent2Agent (A2A) Protocol โ€” the open standard reshaping multi-agent communication and collaboration. ๐Ÿง ๐Ÿค–

youtube.com/live/HUSuUs16tโ€ฆ
Laura G Funderburk ๐Ÿ๐Ÿฅ‘ (@lgfunderburk) 's Twitter Profile Photo

I peer supported cohort 6 of the bootcamp and saw people build their skills from building simple LCEL RAG chains to developing production-grade end to end applications that incorporate LLMs, tools and data processing. Join us for the next cohorts!

AI Makerspace (@aimakerspace) 's Twitter Profile Photo

Greg Loughnane and Chris ๐Ÿ‡จ๐Ÿ‡ฆ are on ๐ŸŽค at the Toronto Machine Learning Society (TMLS) And this time, they're talking all about RAG, Agents, and MCP as they cover the 2025 best-practice stacks from prototype to production in a two-part workshop. ๐ŸŽฏ In Part 1, they introduced the Best-Practice RAG

<a href="/GregOnLock/">Greg Loughnane</a>  and <a href="/llm_wizard/">Chris ๐Ÿ‡จ๐Ÿ‡ฆ</a>  are on ๐ŸŽค at the <a href="/TMLS_TO/">Toronto Machine Learning Society (TMLS)</a> 

And this time, they're talking all about RAG, Agents, and MCP as they cover the 2025 best-practice stacks from prototype to production in a two-part workshop.

๐ŸŽฏ In Part 1, they introduced the Best-Practice RAG