2/ ReWOO Assign task outputs to variables that can be explicitly passed to subsequent tasks. Provides more focused context to task executors and makes it easy to fine-tune a planner LLM (since the plan doesn't depend on tool outputs) Based on research of @billxbf
, et. al.
AGENTS
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ReWOO: Task Output Assignment for Focused Agent Execution
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Plan-and-Execute Agents: Faster LLM-Powered Execution
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Plan-and-Execute Agents We've added new documentation on how to make plan-and-execute style agents using LangGraph. Relative to older agent designs, these agents promise: Faster Execution: fewer calls to large models, and execution of tools while the LLM is still
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Plan-and-Execute: LLM Task Planning and Dynamic Replanning
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1/ Plan-and-execute Planner LLM generates a task list, each task is executed by a smaller LLM, and dynamic replanning (or response) is done using the final output. Based on the @yoheinakajima
's BabyAGI project and Lei Wang's "Plan and solve" paper Python: -
Demonstration of AI agent tool-use permissions and UI behavior
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A video showcasing a difference between querying allow listed domain vs block listed It starts with some experiment where the "search on Bing" action icon is hidden (vs the second example where it is shown)
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Free Webinar on LLM Landscape and AI Platform Demo
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Our free webinar is tomorrow! Come listen to Bindu Reddy give an informative talk about the current LLM and AI landscape and learn how to use our state of the art ML and LLM Ops platform. We’ll build RAG systems, ChatLLMs, & AI agents – all complex AI systems for your
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Microsoft Copilot Showcases AI Assistant to Masses
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2. Microsoft’s Copilot (which I wrote about last week) showcased its AI assistant to the masses.
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Decision Transformer Learns Game Instructions from Multimodal Input
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Read to Play (R2-Play): Decision Transformer with Multimodal Game Instruction Jin et al.: https://
arxiv.org/abs/2402.04154 #ArtificialIntelligence #DeepLearning #MachineLearning -
Connecting Chatbots to External Data Sources via RAG
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Learn how to connect chatbots to external data sources via RAG: https://
txt.cohere.com/exploring-chat
-rag/
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Integrating GPTs with External Messaging Platforms
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Any plans to allow GPTs to be integrated with platforms which support bots? Telegram, Discord etc. In order to compete with Coze and others.