It's really hard to evaluate LLM applications The most direct way is to do so is to gather feedback from the end user Here's an in depth walkthrough of using LangSmith to do that. Feedback is associated with traces, so you can easily debug bad results https://
github.com/langchain-ai/l
angsmith-cookbook/tree/main/feedback-examples/streamlit
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TOOLS
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Evaluating LLM Applications with LangSmith Feedback
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LangSmith Real-World Examples: From LLM Prototype to Production
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More generally we're going to putting together a lot of real world, end-to-end examples of using LangSmith to bring LLM applications from prototype to production Any particular examples you'd like to see?
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Replit Increases Storage Limits for Builder Accounts
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Starting today, if you have Repls at or close to 1 GiB, you can now surpass those limits based on your account level. Replit builders will get the following account-wide storage limits: – Free: 10 GiB
– Hacker: 20 GiB
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Llama2-7B Now Runs on Replit with Boosted Machines
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It's now easier than ever to start and stay on Replit no matter how big your code or filesystem gets – even if it’s a whole LLM.
— Replit ⠕ (@Replit) 8 août 2023
We put it to the test. Check out Llama2-7B running on Replit.
Try it yourself and add a boosted machine to the Repl for the best performance. pic.twitter.com/O6EZ1Au3oMIt's now easier than ever to start and stay on Replit no matter how big your code or filesystem gets – even if it’s a whole LLM. We put it to the test. Check out Llama2-7B running on Replit. Try it yourself and add a boosted machine to the Repl for the best performance.
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Replit Expandable Storage Enables Large Generative AI Projects
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Generative AI projects often ingest PDFs, images, and other files.
— Replit ⠕ (@Replit) 8 août 2023
Now you can upload your files on Replit with Expandable Storage without thinking twice.
Check out this demo where we fork a 2+ GiB chatbot from @LessonHacker and Boost it. pic.twitter.com/x2Vblq2c8MGenerative AI projects often ingest PDFs, images, and other files. Now you can upload your files on Replit with Expandable Storage without thinking twice. Check out this demo where we fork a 2+ GiB chatbot from @LessonHacker and Boost it.
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Replit Expands Cloud Storage Capacity to 1 TiB
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Expandable Storage on Replit is here. Starting today, Replit account storage can expand up to 1 TiB. Expand your project ideas and check out these big Repls you can now run on Replit
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Text-to-SQL Deep Dive: Steps and Implementation Guide
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A great deep dive by @manuelsoria_ and @RLanceMartin on text-to-SQL and all the steps involved!
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Perplexity iOS App Support Issues Resolution
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We're bummed to hear about the issues you're facing with our iOS app. We want to get it right. Could you please let us know which version of the app you're running? If you haven't already, please reach out to our support team at support@perplexity.ai, and we'll work with you to
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Mastering Runway Gen-2 Modes: Complete Academy Guide
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Learn how and when to use the different modes of Gen-2 with today's Runway Academy. pic.twitter.com/ZmX6E1QRjI
— Runway (@runwayml) 8 août 2023Learn how and when to use the different modes of Gen-2 with today's Runway Academy.
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Stability AI Launches StableCode Generative AI LLM for Developers
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Exciting news! Stability AI has launched StableCode, the revolutionary generative AI LLM for coding! Developers, get ready to level up your coding game! #AI #Coding #StableCode #StabilityAI https://
bit.ly/44Z8iO0