APPENDIX Thread (above) generated by GPT4 based on paper
Paper generated by GPT4 based on code
Graphs in paper generated by GPT4 based on code
Code generated by GPT4 based on prompt *For each, many prompts to adjust initial output
CODE
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GPT4 Generates Complete Research Workflow From Initial Prompt
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GPT-4 and LangChain Integration for AI Agent Tasks
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5/8 To complete tasks, the system uses GPT-4 and LangChain's capabilities, enriching and storing results in Pinecone. This integrated approach allows the AI agent to interact with its environment and perform tasks efficiently.
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Autonomous Agent Architecture with GPT-4 Pinecone LangChain
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3/8 The autonomous agent uses GPT-4 for task completion, Pinecone for efficient search and storage of task-related data, and the LangChain framework to enhance decision-making processes. #GPT4 #Pinecone #LangChain
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Task-Driven Autonomous Agent with GPT-4 and LangChain
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Introducing " Task-driven Autonomous Agent" An agent that leverages @openai
's GPT-4, @pinecone vector search, and @langchain framework to autonomously create and perform tasks based on an objective. "Paper": https://
yoheinakajima.com/task-driven-au
tonomous-agent-utilizing-gpt-4-pinecone-and-langchain-for-diverse-applications/
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Essential AI Tools: Langchain, Llama Index, Dust for Development
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Thanks! I think it depends on your skill level/use cases but I’d look at Langchain, Llama Index, http://
Dust.tt on the infra side. Also depending on domain, might be worth looking at tools being built (Eg I use http://
elicit.org for science research.) -
GitHub Launches GPT-4-Powered Copilot Coding Assistant
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GitHub launches its new GPT-4-powered Copilot coding assistant https://
bit.ly/40FPnW2 -
Efficient Differentially Private Training for Large-Scale Image Classification
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Today on the blog, read all about efficient differentially private (DP) training for large-scale models, focusing on image classification. Dive into our findings, state-of-the-art results, and grab the source code ↓ #DifferentialPrivacy https://
goo.gle/3Kf2FDr -
Language Models Gaining Access to Tools and APIs
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giving language models access to tools and api’s chatgpt has done this with plug-ins, no longer can you say chatgpt is bad at math or doesn't have access to current info soon every api on the internet will be forced to have language model interaction documentation
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Hectare: Type-Directed Program Synthesizer 100x Faster
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Want to get a program from just its type? Meet new type-directed synthesizer Hectare. Over 100x faster than state of the art on some problems — all with 10x less code. All thanks to a new kind of solver, ECTAs, solving a decades-old problem in synthesis: https://
bit.ly/3z2D5Ly -
Replit launches major AI shipping season ahead
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You’ve already built great things with Replit + AI. Over the coming weeks and months, we’ll have more to share.
— Replit ⠕ (@Replit) 28 mars 2023
Replit shipping SZN for you starts now 🙂https://t.co/vi8DXiau2xYou’ve already built great things with Replit + AI. Over the coming weeks and months, we’ll have more to share. Replit shipping SZN for you starts now 🙂