Vector Search for Practitioners with Elastic — A toolkit for building #NLProc solutions for search, observability, and security: http://
amzn.to/3vEkWFe via @PacktPublishing ——
#DataScience #Analytics #DataScientists #MahineLearning #BigData #AI #VectorDB #RAG #LLMs #GenerativeAI
LLMS
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Vector Search for Practitioners with Elastic NLP Toolkit
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LLM-Enabled Commercial Demos: Cautious Optimism Required
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Lots of cool commercial demos of LLM-enabled technologies: Devin the software coding agent, Klarna's customer service, Sora, the Figure robot… All of them may be possible, given what we know of LLMs, but it is worth taking demo claims with tons of caution until there is proof
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LLM Capabilities and Limitations: The Jagged Frontier
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Yes, LLMs are bad at: word games (due to tokenization), math (unless using tools), accurate citations & quotes, etc. Easy to find failures there The whole idea of the Jagged Frontier is that they are bad in ways you may not expect and good at other tasks that are hard for people
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Algorithms on Trees and Graphs with Python Code Book
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#Algorithms on Trees and Graphs (with #Python Code): http://
amzn.to/3IrmKWs
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#AI #MachineLearning #BigData #DataScience #RDF #LinkedData #GraphDB #GraphAnalytics #Semantics #KnowledgeGraphs #RAG #LLMs #DataStructures #DataScientists #Coding -
Claude 3 Haiku Outperforms GPT-4 on HumanEval Coding Benchmark
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Claude 3 Haiku’s reported coding performance on HumanEval exceeds GPT-4 & Claude 3 Sonnet while being way cheaper, faster… @AnthropicAI @OpenAI
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Enterprise Knowledge Graphs: Design, Build, and Data-First to Knowledge-First Transition
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Design & Build Enterprise #KnowledgeGraphs http://
amzn.to/3klRQRO by @juansequeda @oralassila +
Move from Data-First to Knowledge-First: http://
bit.ly/3aV5fj8
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#Semantics #AI #MachineLearning #BigData #DataScience #RDF #LinkedData #GraphDB #GraphAnalytics #RAG #LLMs -
LLMs Struggle with Word Games Due to Tokenization Issues
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LLMs are notoriously bad at word games thanks to tokenization. You can find lots of things they fail at if you want.
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Microsoft Offers Free GPT-4-Turbo Access to 169 Countries
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Microsoft continues to offer the only free way to access a GPT-4 class model, they just upgraded free Copilot (which used to be called Bing, which was secretly named Sydney) to GPT-4-Turbo in Creative and Precise modes. So people in 169 countries have free access to a top LLM.
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Devin: AI Agent Writes Complete Software Projects Autonomously
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Cognition AI just introduced Devin, an autonomous AI agent that can write entire software projects based on prompts.
— Rowan Cheung (@rowancheung) 14 mars 2024
If it lives up to hype, Devin could be the first true look into a future where anyone can spawn an AI worker, no coding skills required. https://t.co/D4C8QXPzu7Cognition AI just introduced Devin, an autonomous AI agent that can write entire software projects based on prompts. If it lives up to hype, Devin could be the first true look into a future where anyone can spawn an AI worker, no coding skills required.
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Claude 3 Haiku Released: World-Class AI 90% More Affordable
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Anthropic released Claude 3 Haiku, "the fastest and most affordable model in its intelligence class"
— Rowan Cheung (@rowancheung) 14 mars 2024
It's available via API for devs at a million tokens for just $0.25.
World-class AI models just got 90% cheaper. pic.twitter.com/C3GTVHD9RzAnthropic released Claude 3 Haiku, "the fastest and most affordable model in its intelligence class" It's available via API for devs at a million tokens for just $0.25. World-class AI models just got 90% cheaper.