1. LLM app with RAG to chat with your Gmail Inbox
GENERATIVE AI
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Building LLM Apps with RAG: 5 Real-World Examples
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5 real-world examples of building LLM Apps with RAG in 30 lines of Python Code (step-by-step instructions):
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NYT’s Failed Gambit Against OpenAI: Content Uniqueness Miscalculation
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the thing we talked about in the Data War is coming to pass – in breaking off negotiations and choosing the nuclear option with openai; the NYT made a hard bet on the uniqueness of their content oai simply shrugged and went with the next best paper of record. NYT management may
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Fine-tuning for Knowledge: Challenging Current Mental Models
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Yeah they did – I'm looking for anything that can challenge my current mental model that fine-tuning for extra knowledge isn't worthwhile
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Fine-tuned Models for Additional Knowledge: Current Examples
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Yeah, that's pretty much what I figured – at this point I'm wondering if there are ANY examples of fine-tuned models to serve additional knowledge out there
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Fine-tuning models for knowledge addition and RAG applications
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That's not quite what I'm looking for – I believe that fine-tuning can work for things like adjusting the tone of the model's responses, the thing I'm seeking evidence for is fine-tuning in order to add additional knowledge to a model such that it can be used for RAG-style Q&A
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Fine-tuning models for knowledge acquisition beyond RAG
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Phind is running RAG – you can tell from the sources it displays in the side-bar They may have fine-tuned a model for being more effective at RAG, but that's not what I'm looking for here – I want an example of a model that was fine-tuned in order to bake additional knowledge
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RAG vs Fine-tuned Models: Understanding the Key Differences
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That looks like RAG or Q&A against a prompt context, not a custom fine-tuned model
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RAG and Tool Usage for Business AI Customization
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"Tailor Al to your business needs without an expensive custom model, using prompt templates and copilot actions that securely reference your business data" – sounds like that's RAG + tool usage, not a fine-tuned model
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Cursor’s OpenAI Technology: RAG or GPT-3.5 Fine-tuning?
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The smallprint says "Cursor uses artificial intelligence technology provided by OpenAI, LLC" – so presumably it's RAG? Or did they do a fine-tune of GPT-3.5?