Basically stripping it down to a barebones template only using OpenAI text-completion for all three task agents (execution, creation, prioritization). I think it makes sense to clean it up like this, and then add back on complexity – like Langchain, etc.
CODE
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Simplifying AI Agent Architecture by Removing Langchain Framework
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Taking a pause from adding complexity to the agent as it's harder to debug.
— Yohei (@yoheinakajima) 2 avril 2023
Took it an opposite direction and stripped out Langchain for now. It can't engage with APIs now, but can still perpetually build and execute tasks (just writing and "thinking"). pic.twitter.com/rJKDXZEchbTaking a pause from adding complexity to the agent as it's harder to debug. Took it an opposite direction and stripped out Langchain for now. It can't engage with APIs now, but can still perpetually build and execute tasks (just writing and "thinking").
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Task Management AI Agent Execution and Reprioritization Issues
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It then continued to:
– execute tasks
– create new tasks
– reprioritize tasks Task mgmt agent is a bit wonky, so need to fix that… btw, all text-davinci-003 cuz… that's what i know -
New Python Programming Guide Published Monday
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I just wrote another post about Python. Publishes Monday
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Advanced Natural Language Processing Class Notes from USC
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Advanced Natural Language Processing – Class Notes, University of Southern California Great and concise notes on various techniques and algorithms in natural language processing. Notes: https://
elanmarkowitz.github.io/USC-CS662/asse
ts/files/class_notes.pdf
… Course webpage: https://
elanmarkowitz.github.io/USC-CS662/ -
Scratch on Apache Spark: Scalable Coding for Kids
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Are your kid’s coding projects blocked by scalability issues? Or maybe they're dealing with HIPAA requirements for their Operation board game data? Introducing Scratch on #ApacheSpark, a new API that’s revolutionizing how kids write their applications! https://
bit.ly/4304uey -
Working chatbot generated with code from simple prompt
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This is awesome. I typed in "a chatbot" and actually got a working one – with code. https://t.co/wijBZn7NQJ pic.twitter.com/ZmmBWBAJq6
— Yohei (@yoheinakajima) 1 avril 2023This is awesome. I typed in "a chatbot" and actually got a working one – with code.
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Carbon Neutral No Code Solutions for AI
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Let’s make it carbon neutral and no code and we’re golden
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Custom Memory Setup for AI Task Management and Langchain Agents
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Yeah… I set up my own memory in the task creation/management loop, which is separate from the Langchain agent.
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Integrating Data Processing Workflow with Hugging Face Ecosystem
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Very cool! Congratulations Is the codebase already online somewhere? Would be cool to see if we can incorporate your data processing workflow using the @huggingface ecosystem!