RAG for long context LLMs: Will long context LLMs really kill RAG? This is a talk @RLanceMartin gave at a few recent meetups that pulls together threads from a few different projects related to this question. Multi-needle in a haystack shows limitations in long-context
GENERATIVE AI
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Top AI Leaders Share Insights on Future Possibilities and Dangers
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Curious about the future of AI? @BusinessInsider rounds up insights from top AI leaders like @StanfordHAI co-director @drfeifei
, distinguished education fellow Peter Norvig, and faculty affiliate @AndrewYNg
. https://
businessinsider.com/ai-godfather-t
op-names-possibilities-dangers-openai-chatgpt-list-2023-8
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Abacus AI Applications: Legal Documents, RFP Management, Dashboards
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Here are some interesting applications you can build with Abacus AI: •Legal document generation
•RFP management tools (response generator and summarizer)
•On-the-fly dashboards
•Contract creator
•Customer support and tech support
•Marketing and sales email generator -
Few-Shot Examples Improve Claude Opus Model Performance
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If the examples are better than what Opus would generate zero-shot, it'll get better
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Creating Content Is Easier With AI Help
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They're not as hard to make as people think! And using AI helps 🙂
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XML Prompting Techniques Maximize AI Model Performance
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It's pretty important, yeah. Some prompts don't need it if the output is good enough w/ a basic prompt, but if you really need to maximize performance, XML is the way to go.
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Claude’s Reasoning Quality Amazes Users in Real-Time
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The quality of the output is amazing, and Claude provides its reasoning for every decision. It's crazy to see it work in real-time.
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Claude-Investor: Educational AI Tool for Stock Market Analysis
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**claude-investor is an educational/informational tool. It should not be considered as financial advice or a substitute for professional investment guidance.** You must read the disclaimer on the Github repo before using claude-investor. DON'T USE THIS FOR REAL STOCK PICKING!
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Claude-Investor: Open-Source AI Stock Analysis Agent
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Introducing `claude-investor` 📈
— Matt Shumer (@mattshumer_) 22 mars 2024
The first Claude 3 investment analyst agent.
Just provide an industry, and it will:
– Find financial data/news for key companies
– Analyze sentiment/trends for each
– Rank stocks by investment potential + price targets
And it's open-source! pic.twitter.com/XuOCLcGMcMIntroducing `claude-investor` The first Claude 3 investment analyst agent. Just provide an industry, and it will:
– Find financial data/news for key companies
– Analyze sentiment/trends for each
– Rank stocks by investment potential + price targets And it's open-source! -
AI Development Composition: Code, AI, and Manual Dataset Creation
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50% code, 30% AI, 20% manual dataset creation