Fine-tuning + structured generation = improved #JSON generation with #LLMs! Check out our blog and benchmarks to learn how you can reliably output JSON with open-source frameworks #LoRAX and #Outlines, and Predibase.
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Claude-3 Models Add Vision Capabilities to LangChain
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Anthropic Multimodal Inputs @AnthropicAI
's state-of-the-art new Claude-3 models can reason about images as well as text! We've added support for this awesome new capability in LangChain, allowing you to create vision-based AI apps. Bump to the latest -
Essential Mathematics Fundamentals for Data Science Success
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Essential Math for #DataScience — Take Control of Your Data with Fundamental #LinearAlgebra, #Calculus, #Probability, and #Statistics: http://
amzn.to/47GEBCZ
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#Mathematics #BigData #Analytics #MachineLearning #AI #DeepLearning #DataScientists -
Long Context RAG Design with RAPTOR and Claude 3
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Building long context RAG from scratch with RAPTOR + Claude3 (Video) The rise of long context LLMs + embeddings will change RAG design. Instead of splitting docs + indexing doc chunks, it's feasible to index full docs. But, there is a challenge to flexibly answer lower-level
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Algorithmic Trading with Python: Modern Quant Methods Guide
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The book #AlgorithmicTrading with #Python discusses modern quant trading methods in Python with a heavy focus on Pandas, Numpy, and scikit-learn. See the book: http://
amzn.to/3uvYlKk by @__chrisconlan__ Get free code from book here: -
AI Handles Complex LLM Production Systems Automatically
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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
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SQL Injection Attacks and Bobby Tables Security Risk
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Most of the injection attacks today remind me of Bobby tables
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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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Open Source Libraries Documentation Feedback Initiative
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Don't like our docs? Let us know! We've recently added / buttons to each documentation page for our open source libraries Help us improve our docs by quickly leaving us invaluable feedback!
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Mitigating Prompt Injection Through Data Logic Separation
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The way to mitigate prompt injection is a clean separation between data and logic.