Is RAG essential? OpenAI opens PDF files, searches for keywords, extracts the relevant sections, and processes them with the LLM. Is there a reason why RAG would be better than this approach? It seems similar to how a web browser searches and then the LLM processes the results.
LLMS
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AI Model Performance Regression Discussed in Technical Community
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Yeah it's broken, the model even recovered the MMLU loss
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Building Large Language Models From Scratch Repository
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Thanks Sebastian, I really enjoy Build a Large Language Model From Scratch. Amazing repo too!
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Setting up RAG system with Clarifai and Llama 3 70B model
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Step 2: Next, import the RAG class and set up the RAG system by passing your Clarifai user ID and the Llama 3 70B model URL from the Clarifai community You can find it here: https://
clarifai.com/meta/Llama-3/m
odels/llama-3-70B
… Once you sign up, you can find your user ID here: https://
clarifai.com/settings -
Build RAG System in 4 Lines with Clarifai SDK
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You can build a RAG system with just 4 lines of code using @clarifai Python SDK. Below is the entire code. Let's look at it step by step:
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Build LLM RAG App Chat PDF Files Llama-3 Python
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Build a LLM app with RAG to chat with PDF files using Llama-3 in just 4 lines of Python code (step-by-step instructions):
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Technical Requirements for Latency and Interruptions in Voice AI Models
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Yeah, we need a new voice model for it to work properly. Interruptions will be critical
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Master Large Language Models with Google and DeepLearning.AI
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4. Generative AI with Large Language Models* with http://
DeepLearning.AI on Coursera – Introduction to Large Language Models (LLMs) with Google on Coursera – https://
coursera.org/learn/introduc
tion-to-large-language-models
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Advanced Google Courses on Encoder-Decoder and Attention Mechanisms
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Intermediate/Advanced Level Courses: 1. Encoder – Decoder Architecture with Google* on Coursera – https://
coursera.org/learn/encoder-
decoder-architecture
… 2. Attention Mechanisms with Google* on Coursera – -
Free AI Training: Prompt Engineering and LLM Foundations
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4. Snowflake Data Academy for Generative AI on Snowflake – https://
snowflake.com/data-cloud-aca
demy-generative-ai-llm/
… 5. Foundations of Prompt Engineer on AWS SkillBuilder (FREE) – https://
explore.skillbuilder.aws/learn/course/e
xternal/view/elearning/17763/foundations-of-prompt-engineering
… 6. Introduction to Large Language Models (LLMs)* with Google on Coursera –