A great overview of how we added long term memory to OpenGPTs!! https://t.co/9zRqXGZVN6
— LangChain (@LangChain) 2 décembre 2023
A great overview of how we added long term memory to OpenGPTs!!
GENERATIVE AI
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Adding Long Term Memory to OpenAI GPTs Overview
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RAG relevance for questions using many distant document elements
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RAG can handle all sorts of different questions, it's really appropriate for extracting information from a document. An interesting question is "when the question requires using more many distant elements from doc, is RAG still relevant?"
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RAG system reduces token input from 128k to 2k
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Exactly!
To complement on the end: thanks to the RAG system, the model was fed around 2k tokens each time, down from the 128k tokens of the original document. -
Auto-regressive Prediction Limits: Video vs Language Models
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Thanks, Chris. Auto-regressive prediction has failed for video in the past but not obviously for language. @ylecun has emphasised this drift, but I wonder how much (1) redundancy and (2) discreteness can provide self-correction.
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AI-Generated Mad Max Fury Road Video with Runway ML
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— Nathan Lands (@NathanLands) 2 décembre 2023
MAD MAX: FURY ROAD I have put all my creative effort and @runwayml cutting-edge technology into this video for your enjoyment. This time I don't want to elaborate. I only ask one thing of you: turn up the volume. #aivideo #aicinema #Runway #aiartcommunity
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Pika 1.0 Launches: AI Text-to-Video Generation Tool
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— Nathan Lands (@NathanLands) 2 décembre 2023
Pika 1.0 is coming! text-to-video prompt:
cinematic shot, dolly in shot on a stylish japanese girl with dreads looking off into the distance in a pink desert sign up to for the waiting list at http://
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Winter Memories: AI Art Video Experiment with Midjourney
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— Nathan Lands (@NathanLands) 2 décembre 2023
Winter Memories // a short video experiment made with
@midjourney + @runwayml #midjourney #AIart #aiartcommunity -
Microsoft OpenAI Partnership Inside Story Revealed
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Good article on the inside story of Microsoft's partnership with @OpenAI and what happened during recent events.
#AI #RuleoftheRobots https://
newyorker.com/magazine/2023/
12/11/the-inside-story-of-microsofts-partnership-with-openai
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Building Retrieval Augmented Generation Chatbot with PDFs
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Building a Retrieval Augmented Generation Chatbot If you are looking to learn how to build an end-to-end app to allows users to talk with their PDFs, check out this from @sophiamyang It covers: Ingestion
Prompting
Frontend Blog: https://
sophiamyang.medium.com/building-a-ret
rieval-augmented-generation-chatbot-d567a24fcd14
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ART-V: Auto-Regressive Text-to-Video Generation Diffusion Model
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ART⋅V: Auto-Regressive Text-to-Video Generation with Diffusion Models Weng et al.: https://
arxiv.org/abs/2311.18834 #ArtificialIntelligence #DeepLearning #MachineLearning