This started ~2 weeks ago, when I tweeted that we wanted to improve our chains/agents for doing question/answering over CSV data Why? Most QA applications focus on text data, but lots of real world data is in CSVs
DATA
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Benchmarking Question Answering Over CSV Data
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Benchmarking Question/Answering Over CSV Data Deep dive on improving an application that does question answering over CSV data: 3000 word blog post
30min video
Open sourced eval data
Open sourced code for gathering feedback
Open sourced final agent code -
SAS Explore Las Vegas: AI and Analytics Conference September
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Booked your flights yet? The countdown is on! Meet us at SAS Explore in Las Vegas to dive into the latest in #AI and analytics http://
2.sas.com/6019Pc1gP | Sept. 11-14 #ExploreSAS -
Dropbox’s AI and ML Leadership Drives Company Evolution
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Dropbox’s New AI and ML Lead the Company’s Evolution https://
bit.ly/45i1XwH
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
Comparing LLMs: Llama2 vs OpenAI A/B Testing Workshop
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There are a lot of options when it comes to choosing an #LLM. So how do you choose which option is right for you? Check out this virtual workshop "#Llama2 or OpenAI? How to compare LLMs using A/B testings" with @Predibase Data Scientist, @DalianaLiu
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ParentDocumentRetriever balances chunk size for LLM optimization
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We introduced the ParentDocumentRetriever last week to strike a balance between: – using small chunks during indexing
– passing larger chunks to the LLM Great overview and diagram by @clusteredbytes -
AWS Data Advantage in Generative AI Shift
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On the most recent Amazon earnings call (
https://
fool.com/earnings/call-
transcripts/2023/08/03/amazoncom-amzn-q2-2023-earnings-call-transcript/
…), CEO @ajassy gave a compelling reason for why @awscloud would disproportionately benefit from the shift to GenAI: most data already sits with AWS. Agree? Disagree? -
Repls Launches 256GB Expandable Storage for ML Model Training
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1. First, Expandable Storage: Repls can now store up to 256GB. Pick a plan, or buy storage à la carte. Train your ML models and don’t worry about the size of your data. pic.twitter.com/vpMyKgJ3vH
— Replit ⠕ (@Replit) 14 août 20231. First, Expandable Storage: Repls can now store up to 256GB. Pick a plan, or buy storage à la carte. Train your ML models and don’t worry about the size of your data.
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SAS VP Shares Advanced Analytics and AI Innovations at ExploreSAS
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Come and learn from the best at #ExploreSAS . Udo Sglavo, SAS VP of Advanced Analytics, will take the stage to share cutting-edge innovations in analytics, AI, data science + more. Las Vegas, let’s go! http://
2.sas.com/6011Pig6V | Sept. 11-14 -
Domino Data Lab showcases AI at scale at Disney conference
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The @DominoDataLab team is excited to be in Orlando at Disney's Data & Analytics Conference! If you're attending, make sure you stop by booth #312 to talk to us to learn how Domino can help you build and operate AI at scale. We hope to see you there! #DDAC23