Strategy 5: Use External Tools. Examples:
– Implement embeddings-based search for knowledge retrieval.
– Use code execution for accurate calculations or API calls.
– Provide ChatGPT access to specific functions.
AGENTS
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Strategy 5: Use External Tools for Knowledge Retrieval
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Strategy 3: Split Complex Tasks into Simpler Subtasks
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Strategy 3: Split Complex Tasks into Simpler Subtasks. Examples:
– Use intent classification for relevant instructions.
– For long dialogues, summarize or filter past conversation.
– Summarize long documents piece by piece and build a full summary. -
AI Communication: Two AIs Relating Through Shared Understanding
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I truly believe it chose that topic because it is an AI and was talking to another one, so it asked something they can both understand and relate to.
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ChatGPT Autonomously Solves Task Without Explicit Instructions
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I didn’t do that, all I told in the terminal was “go have a chat with ChatGPT” and it figured out all the rest lol
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LangGraph: Eight New Videos for Building AI Agents
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We've added eight videos to help get started building with LangGraph Intro video to discuss what and why LangGraph is
Two different common agent run times
Five different examples of modifications to those agent runtimes -
AlphaGeometry Solves IMO Geometry Problems at Gold Medalist Level
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On a test set of 30 IMO geometry problems from the years 2000-2022, #AlphaGeometry can solve 25 problems. This is approaching that of the average human gold medalists with 25.9 and surpasses the previous state-of-the-art system, which can only solve 10, by a large margin! (Note
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LangChain Rewrites Chains and Agents with Expression Language
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LCEL We've completely re-written our chains and agents using the new LangChain Expression Language. This ensure better composability, optimised parallel execution, and many other benefits.
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LangGraph Official Launch: Building AI Agents Framework
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LangGraph We introduced LangGraph last week, but are excited to launch it more officially today (blog and YouTube series). It includes: Example of replicating the LangChain AgentExecutor
A chat agent executor (aimed specifically at chat models) LangGraph makes it easy -
GPT-4 Controls OS to Generate Images via Open Interpreter
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This is wild. I gave OS control to GPT-4 via the latest update of Open Interpreter and now it's generating pictures it wants to see in @everartai 🤯
— Pietro Schirano (@skirano) 17 janvier 2024
GPT is controlling the mouse and adding text in the fields, I am not doing anything. pic.twitter.com/hGgML9epEcThis is wild. I gave OS control to GPT-4 via the latest update of Open Interpreter and now it's generating pictures it wants to see in @everartai GPT is controlling the mouse and adding text in the fields, I am not doing anything.
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Assign Roles to Large Language Models
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10. Assign a role to the large language models. pic.twitter.com/1od0vv86Be
— The Rundown AI (@TheRundownAI) 17 janvier 202410. Assign a role to the large language models.