Gideon M
@gidimData Scientist / CEO / Founder @Cometml
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LLMs and RAGs are powerful, but without a strong evaluation pipeline, you're flying blind. Here's how to systematically test and improve your GenAI Apps. 🧵 (1/6)
🔥 Big News! 🔥 Comet is now natively available in AWS SageMaker partner AI apps as a fully managed solution! ✅ Automated LLM evaluation with Opik (incl. Bedrock support) ✅ Seamless experiment tracking in SageMaker Fully managed by AWS 🚀
🚀 Huge announcement from #reInvent Comet is now the first-ever fully managed 3rd-party solution natively available in AWS! You can launch a private Comet instance directly in SageMaker – fully managed by AWS for infra, billing, and support. This integration brings: ✅…
🤖 From this week's issue: A blog post on how to implement perplexity from scratch in Python, and how to add it to your evaluation suite using Opik, an open-source LLM evaluation framework. comet.com/site/blog/perp…
⭐Opik has officially hit 2,000 GitHub Stars! ⭐ Since releasing our open source LLM eval framework in September, we’ve been blown away by your support. Thank you all so much 😍 To celebrate, we want to shoutout some of people who’ve contributed to Opik 🧵
🧵The conversation has long centered around advocating for data scientists to embrace software engineering principles. However, on the latest episode of the @mlopscommunity podcast, our CEO and espresso aficionado, @gidim, offers a fresh perspective 👇
Today I test drove another take on tracing and evals: @KaiserFrose 's opik It was easy to setup, very polished, and I especially liked the comparison view. Trace, share and compare is a great answer to building with LLMs.
Even basic RAG will require at least a few steps; of course advanced agentic apps consist of many more steps and call invocations. We're excited to partner with Opik by @Cometml - it autologs all your RAG/agent calls and traces in development and production. Opik also automates…
🔥We’re very excited to announce that Opik is now fully integrated with @llama_index! LlamaIndex offers tools to ingest and structure your data, as well as an advanced retrieval/query interface for your RAG applications. Check out the docs for more: bit.ly/47zavBD
Congrats @Cometml team! the first end-to-end LLM development framework.
You asked, we delivered! 🥳 Extremely proud to announce Opik, a new open-source LLM evaluation framework that the @Cometml team built over the last few months 🔥 try it out at: github.com/comet-ml/opik
אלגוריתם ביבי למשילות 1. תמצא נושא שנוי במחלוקת (הסכם גרעין איראני, מערכת המשפט, רפיח, פילדלפי) 2. תודיע שחייבים לתקן את זה מיד כי זה שורש כל הבעיות שלנו 3. תפעיל את צבא הצייצנים ותשתלט על סדר היום התקשורתי 4. תהנה משקט לגבי הנושאים הבאמת בעייתיים (כלכלה, צפון, חזון מדיני)…
What a week in Vienna! #ICML2024 has been awesome so far, with tons of insightful conversations about training models, tracking experiments, and monitoring in production. If you’re here, come say hi at booth 310 before it all wraps up tomorrow! @icmlconf
Comet Going Greek! Last week, our global team reunited in Athens, Greece, for an amazing week of culture, connection, and shared vision. As a remote-first company, we are grateful that we are able to bring our Cometeers together to reconnect and recharge.
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Who to follow
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Comet
@Cometml -
Lewis Tunstall
@_lewtun -
Nimrod Lahav
@Nimrod_Lahav -
Vadim Zipunnikov 🇺🇦
@vadimZip -
Abby
@anmorgan2414 -
Cyrus Rashtchian
@CyrusRashtchian -
Joe Scheuermann
@JAScheuermann -
Dhruv Nair
@_DhruvNair_ -
Sid Mehta
@dnn_sid -
Will Seltzer
@willseltzer -
Jacques Verre
@JacquesVerre -
Jason Stock
@itsstock -
Rahel Jhirad
@RahelJhirad -
John
@iYaT_TA
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