LLM apps in production are very complex systems with multiple components. Building it is very complicated; you need to worry about pipelines, monitoring, automation, doc retrievers, planning, and multiple LLM calls. But you can let the AI do the hard work for you. Abacus AI
LLMS
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Anthropic Releases Tool Calling for Claude-3 Models
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Anthropic Tool Calling We've been hacking away with the impressive new @AnthropicAI Claude-3 models, and shipped an experimental wrapper for consistently structured Pydantic/JSON outputs in both Python and JS! Official tool calling support is on the horizon, but since
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LLM Competition Drives Innovation and Application Development
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There're now multiple, very well resourced companies that "can't afford to lose" spending billions to compete to build better LLMs. I expect this competition to go on for years. This is going to great for innovation, and also for everyone building applications on top of LLMs.
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Architectural Changes for LLMs: Beyond Conversational Interfaces
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We need an architectural change that uses LLMs where they are needed. I find it awkward to use a conversational structure for logical reasoning
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Transformer Authors Share Insights at GTC24 Conference
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Don't miss the insights at #GTC24 from all 8 authors of the groundbreaking paper "Attention is All You Need" that introduced transformers to the world. Hear from the experts on the technology that helped build every major #AI model. https://t.co/bG2jSoSjX5 pic.twitter.com/lTbH6viSIv
— NVIDIA (@nvidia) 5 mars 2024Don't miss the insights at #GTC24 from all 8 authors of the groundbreaking paper "Attention is All You Need" that introduced transformers to the world. Hear from the experts on the technology that helped build every major #AI model. https://
nvda.ws/3SPoTPn -
AI Assistant Comparison: Copilot, ChatGPT Enterprise, and Writing Style
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STATE OF AI MODELS, BASED ON MY FEEDS AND TEXTS RIGHT NOW: Lightweight AI asst that your IT team has prob already approved – MSFT Copilot
Midweight AI asst that your IT team may approve – ChatGPT Enterprise
Best AI for replicating writing style (ie write a linkedin post like -
Claude 3 Opus and Sonnet 200k now available on Poe
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You can try them at https://
poe.com/Claude-3-Opus-
200k
… and https://
poe.com/Claude-3-Sonne
t-200k
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Claude-3-Opus-200k and Sonnet-200k Launch Announced
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Now available: Claude-3-Opus-200k and Claude-3-Sonnet-200k! The expanded context windows on Opus and Sonnet allow you to now input vast amounts of information with near-perfect recall, making them great for complex tasks and multi-step instructions. (1/2)
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Chain-of-Table: Google Framework for Tabular Data QA
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Chain-of-Table This paper from Google proposes a new framework to do question answering over tabular data This framework involves a series of prompts, flows, and tool calling… perfect for LangGraph! s/o @HrubyOnRails for the implementation! Code: https://
github.com/CYQIQ/MultiCoT -
Deploy Mistral Large to Azure with LangChain Python
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Deploy Mistral Large to Azure and create a conversation with Python and LangChain Great blogs from our friends at @neondatabase on how to deploy Mistral Large in an enterprise-friendly Azure container and then use with LangChain Blog: https://
neon.tech/blog/deploy-mi
stral-large-to-azure-and-chat-with-langchain
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