MultiRetrievalQAChain This notebook demonstrates how to use the RouterChain paradigm to create a chain that dynamically selects which Retrieval system to use Can be used to route questions to the correct retriever (based on content or intent) Docs: https://
python.langchain.com/en/latest/modu
les/chains/examples/multi_retrieval_qa_router.html
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AI
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MultiRetrievalQAChain: Dynamic Retrieval System Routing
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Forking and Routing: Building Blocks for AI Chain Construction
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Why add this? We view this as a basic building block for constructing chains Just as you could want to run a sequence of chains sequentially, there's also the basic building block of forking and routing to the correct chain What are some of the use cases?
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Router Chains: LangChain Classification for Dynamic Chain Selection
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Router Chains A simple (yet much requested) abstraction that started with a @ShreyaR pr months ago and is finally in @langchain
! – Router Chain does classification to choose sub chain to use
– Call the selected chain with that input Lots of potential use cases! -
Chain-of-Thought Prompting: Does Incorrect CoT Hurt Performance?
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A question I get asked a lot about chain-of-thought (CoT) prompting is whether having incorrect CoT will hurt performance. This implicit research question here is basically whether the model is really learning how to reason from the CoT example, or if CoT exemplars elicit
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StarCoder: Exciting Developments in Open Source Code Generation
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There are a lot of things very very exciting about StarCoder
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Generative AI Job Losses: LeCun and Hinton Debate
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My immediate concern is that generative AI will lead to a huge number of job losses. On a side note, this is my first time seeing @ylecun and @geoffreyhinton on opposite sides of a debate.
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You.com AI search platform gains attention from AI leader
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You.com is really cool! cc @RichardSocher
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Creativity as Art in ChatGPT Prompting and Future Programming
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The impact of creativity in prompting ChatGPT is limitless. It feels to be more of an art than a science. Great "programmers" of the future will in part have to be artists. Perhaps they always were, but now the method and medium of creation has become much more accessible.
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Biden Administration Announces Safe and Secure AI Deployment Actions
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We are focused on ensuring the safe and secure deployment of AI and LLMs, and take our role in evaluating these models extremely seriously. Read more here: https://
whitehouse.gov/briefing-room/
statements-releases/2023/05/04/fact-sheet-biden-harris-administration-announces-new-actions-to-promote-responsible-ai-innovation-that-protects-americans-rights-and-safety/
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Biden-Harris Administration Promotes Responsible AI Innovation Evaluation
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Today, the Biden-Harris Administration announced new actions to promote responsible American innovation in AI. As part of this, @scale_AI
's evaluation platform will be used for a public evaluation of models from @AnthropicAI
, @Google
, @huggingface
, @Microsoft
, @nvidia
, @OpenAI
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