This should provide better results. But it’d be very easy to integrate Metaprompt into this framework for even better results!
CODE
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Direct API usage over LLM frameworks for faster development
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The reason I can work so fast is simple: I use no LLM frameworks, just hit the APIs directly for what I need. Frameworks are a time-suck. That, and I use Claude as an engineering assistant. While I’m working on writing a prompt or integrating some code, I’ll simultaneously have
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Claude 3 Instance Evaluates Multiple Outputs Decision Making
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A separate Claude 3 prompt instance is shown the two outputs, the task description, inputs, etc., and can make a decision from there. Lots of ways to make this more robust.
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Building AI Tools Efficiently: Prompt Engineering Best Practices
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I actually spend way less time on things like this than you might think! The whole claude-prompt-engineer buildout took less than 30 minutes last night. Did it while cooking dinner. After building with AI for a while, it becomes second nature 🙂
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Self Learning GPTs: Improving Applications Through User Feedback
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Self Learning GPTs: Using Feedback to Improve Your Application We built and hosted a simple demo app to show how applications can learn and improve from feedback over time: …
https://self-
learning-gpts-vz4y4ooboq-uw.a.run.app The app is called "Self Learning GPTs" and it uses LangSmith to gather feedback -
Bay Area Event: Open-Source LLM Frameworks and Production Apps
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Bay Area Friends: Join us Apr 4th to learn about the lastest open-source #LLM frameworks and tips for building #production-grade apps from the leaders at @predibase @llama_index
, @tryolabs and @guardrails_ai
! Save your spot and invite your friends! https://
pbase.ai/4am4ys9 -
Implemented Data Engineering Projects with Repository Collection
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Implemented #DataEngineering Projects (with Repo for all the projects): https://
medium.com/coders-mojo/im
plemented-data-engineering-projects-59a8c4190b28
… compiled by @NainaChaturved8 —————
#BigData #DataScience #Analytics #CDO #AI #ML -
LangGraph Quickstarts: Easier Multi-Agent App Development
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New LangGraph Quickstarts We've made it easier to get started building multi-agent apps with LangGraph and LangGraph.js with revamped quickstarts! Try them out, and let us know what you think! And stay tuned – we have a lot of exciting things coming around LangGraph.
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NVIDIA Uses Generative AI RAG Software Vulnerability Analysis
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Learn how NVIDIA is using #generativeAI and retrieval-augmented generation (#RAG) to accelerate software vulnerability analysis. #cybersecurity Watch demo >