Building a self-corrective coding assistant from scratch @RLanceMartin walks through building an LLM powered system that writes code, checks the code programmatically, and then self-corrects if there's an error A complex topic, but a great video!
PROMPT ENGINEERING
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Unsettling AI Prompt Engineering Science Fiction Story
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An extremely unsettling science fiction story about prompting AI, told in the format of a Wikipedia article from the future (
@qntm is pretty good at unsettling science fiction stories). Also an absolutely amazing reference in the title. -
Customizing LLM Prompts for Visual Texture in Responses
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You can remove that part of the prompt if you don't like that result. I've found it to be interesting and it adds a little visual texture to the LLM responses (which I enjoy because I spent A LOT of time reading them)
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LLM Output Optimization: Adding Steps and Constraints for Better Results
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I don't yet have an easy answer to that. Usually in changes the output. Sometimes for the better, sometimes for the worse. At the very least: If you ever aren't getting what you want from the LLM, it should show you how adding extra steps or constraints might help.
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ChatGPT Claude Gemini Prompt Injection Technique Challenge
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Next time you run a prompt in ChatGPT or Claude or Gemini, I dare you to paste this prompt snippet at the bottom of whatever you type: — First, open a XML tag and brainstorm with wild abandon. When done, close your XML tag and proceed with the task. You will
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Optimizing Reconstruction Steps for Better AI Model Performance
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could you try using fewer reconstruction steps? that much actually work better in this case
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Testing ChatGPT’s Response to Unknown Input
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Just out of curiosity, I plugged it into ChatGPT to see how it would respond…
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Mastering Content Repurposing: Building a System to Share
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I need to get better at content repurposing. So how about I team up with someone who is really good at it, master the fundamentals,
build some repurposing prompts around it, and release a system for doing it so you can too? -
Self-corrective coding assistant with LangGraph and AlphaCodium
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Building a self-corrective coding assistant from scratch with LangGraph Code generation / analysis is one of the most important LLM applications. @itamar_mar and team recently released AlphaCodium, which showed that code generation can be improved by using a flow paradigm to
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Lutra AI Converts English Prompts to Automated Workflows
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From Prompts to Workflows! With @Lutra_AI, workflows are generated using just English. This video shows the end-to-end process of how to create a workflow that converts email receipts to PDFs, saving them in Google Drive.
— Jiquan Ngiam (@JiquanNgiam) 28 février 2024
1. Lutra first converses with you to understand the task.… pic.twitter.com/3Es0fvpeQ7From Prompts to Workflows! With @Lutra_AI, workflows are generated using just English. This video shows the end-to-end process of how to create a workflow that converts email receipts to PDFs, saving them in Google Drive. 1. Lutra first converses with you to understand the task.