It's wonderful that @sequoia is putting this together to support Open Source to benefit everyone. Thank you @roelofbotha
! Am also a huge fan of your first Open Source Fellow @tiangolo — I was literally using his FastAPI framework today to deploy an app!
@andrewyng
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Sequoia Supports Open Source with FastAPI Fellow Program
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LangChain Team Praised for LLM Application Development Tools
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Congratulations @hwchase17 and the whole @langchain team! Love the work you're doing to make it easy for others to build LLM apps.
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Serverless LLM Apps Course with Amazon Bedrock
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New short course on Serverless LLM apps with Amazon Bedrock, taught by @AWS' @mikegchambers! A serverless architecture enables you to quickly deploy your applications without needing to set up and manage compute servers to run your applications on, the maintenance of which can be… pic.twitter.com/cTo8Y6qppz
— Andrew Ng (@AndrewYNg) 14 février 2024New short course on Serverless LLM apps with Amazon Bedrock, taught by @AWS
' @mikegchambers
! A serverless architecture enables you to quickly deploy your applications without needing to set up and manage compute servers to run your applications on, the maintenance of which can be -
Vector Databases Course: Building AI-Powered Applications
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New short course on Building Applications with Vector Databases, taught by @pinecone’s @timt! At the heart of a vector database is the ability to store a collection of vectors and then query against that, meaning input a new vector and find similar ones. This is useful for many… pic.twitter.com/gYDg45r3Yh
— Andrew Ng (@AndrewYNg) 31 janvier 2024New short course on Building Applications with Vector Databases, taught by @pinecone
’s @timt
! At the heart of a vector database is the ability to store a collection of vectors and then query against that, meaning input a new vector and find similar ones. This is useful for many -
GenAI Implementation and Workforce Training at WEF Davos
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My takeaways from attending WEF at Davos last week:
– There were lots of discussions on business implementation of AI. My top two tips: (i) Pretty much all knowledge workers can benefit from using GenAI now, but most will need training. (ii) Task-based analysis of jobs is helping -
Automated Testing for LLMOps: CI/CD Best Practices
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New short course on Automated Testing for LLMOps, by @CircleCI's CTO Rob Zuber! This teaches you how to adapt some key ideas from CI (continuous integration), which has been a pillar of efficient software engineering, to building LLM-based applications.
— Andrew Ng (@AndrewYNg) 24 janvier 2024
Tweaking an LLM-based app… pic.twitter.com/95kQkbAZsGNew short course on Automated Testing for LLMOps, by @CircleCI
's CTO Rob Zuber! This teaches you how to adapt some key ideas from CI (continuous integration), which has been a pillar of efficient software engineering, to building LLM-based applications. Tweaking an LLM-based app -
New LLMOps Short Course by Google Cloud
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New short course on LLMOps!
— Andrew Ng (@AndrewYNg) 18 janvier 2024
LLMOps (large language model operations) is a rapidly developing field that takes ideas from MLOps (machine learning operations) and specializes them to building and deploying LLM-based applications. In this course, taught by @googlecloud's Erwin… pic.twitter.com/zTKXFHSlBZNew short course on LLMOps! LLMOps (large language model operations) is a rapidly developing field that takes ideas from MLOps (machine learning operations) and specializes them to building and deploying LLM-based applications. In this course, taught by @googlecloud
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Direct Preference Optimization Paper Receives Standing Ovation
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It is only rarely that, after reading a research paper, I feel like giving the authors a standing ovation. But I felt that way after finishing Direct Preference Optimization (DPO) by @rm_rafailov @archit_sharma97 @ericmitchellai @StefanoErmon @chrmanning and @chelseabfinn
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New Generative AI JavaScript Short Course Launch
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Our first Generative AI short course in JavaScript!
— Andrew Ng (@AndrewYNg) 10 janvier 2024
GitHub recently reported that JavaScript is again the world’s most popular programming language. To support web developers exploring and developing with generative AI, we just launched a new short course in JavaScript taught by… pic.twitter.com/xCT7avYzUzOur first Generative AI short course in JavaScript! GitHub recently reported that JavaScript is again the world’s most popular programming language. To support web developers exploring and developing with generative AI, we just launched a new short course in JavaScript taught by
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Company Copyright Infringement: Ethical Concerns on AI Training Data
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I said some things poorly in my previous tweet, so let me elaborate/clarify. 1. I don't think it's okay for any company to regurgitate others' copyrighted content at scale without permission or a viable fair-use rationale. I should have said this more explicitly. And… I still