A month ago, we released Ghostwriter Chat. Conversational AI directly in the IDE complete with a debugger and file context. We wrote a blog on how we built it, including technical challenges and prompt construction. https://
blog.replit.com/ghostwriter-bu
ilding
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PROMPT ENGINEERING
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Ghostwriter Chat: Conversational AI Integrated Into IDE
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Prompt Technique pour Interaction avec LLaMA sans Fine-tuning
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Clever prompt that enables chat interaction with the raw version of LLaMA, without requiring any fine-tuning of the model on instruction data !
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Art of storytelling in building generative AI decks
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Okay that was mean and sarcastic. There’s definitely an art to story telling in building a generative deck.
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Best AI Tools for Accelerating Coding and Development
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What is the better AI tool for accelerating your coding & development?
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Storing Task Results in Pinecone for Context-Aware Execution
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Thanks! I’m storing every task/result pair in pinecone and pulling 5 most relevant ones as context when executing each task (or trying to).
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GPT-4 Potential: Prompt Design and Meta-Cognition Strategies
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Good example of us not seeing max GPT-4 capability yet, imo. Prompt design, tool use, meta cognition strategies (eg idea of attempt, critique, retry, capabilities model, etc) are very likely to go a long way.
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Specialized AI Tools: Choosing Right Solver for Mathematical Problems
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avec un doigt on peut planter des clous, mais si un marteau est plus adapté, on ira plutôt utiliser cet outil. Pareil pour les maths, y'a des solvers entrainés exactement pour ça.
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Plugin Architecture: Routing to Expert Services Instead of LLM
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alors là ça sort de mon scope, mais comme ils sont en train de mettre en place des plugins, pour moi c'est comme ça que ca doit marcher, t'as un 1er niveau de désambiguisation et ensuite tu renvoies au service qui est le plus expert pour y répondre et pas forcement dans le LLM
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FLAN-UL2 Not a Chatbot Understanding Model Purpose
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IIRC, when it first came out i saw some people trying to compare it with chatgpt. flan-ul2 is not a chatbot, folks who already use it know where it's true value lies. some ppl be lik going to supermarket, buying raw chicken breast, eating it and complaining it's not KFC .