Fullstack RAG Application in TypeScript A fantastic guide by @dbabbs walks through how to do this from scratch "This guide is tailored for web developers who are looking to learn how to integrate LLMs and vector databases into their projects." Blog: https://
medium.com/@dbabbs/guide-
create-a-full-stack-semantic-search-web-app-with-custom-documents-edeae2b35b3c
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OPEN SOURCE
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Fullstack RAG Application TypeScript Guide LLMs Vector Databases
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CommonCanvas: CC Dataset for Competitive Diffusion Model Training
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8/ CommonCanvas – a dataset of Creative-Commons-licensed (CC) images to train diffusion models competitive with Stable Diffusion 2 (SD2); rely on a transfer learning technique to produce high-quality synthetic captions paired with curated CC images.
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Best AI Research Papers 2023 Comprehensive Repository Guide
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To stay up-to-date with the latest strides in AI in 2023, the comprehensive repository serves as a great resource. Feel free to check out https://
github.com/louisfb01/best
_AI_papers_2023
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Open Source AI Data Adaptation Project Released
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Most of it is yes! And the data we used is from online resources that we all mention and link to. It is a straightforward adaptation of the open source repo : https://
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LangChain RAG Overview: Basics and Advanced Topics
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RAG Overview If you've been looking for a good overview of LangChain + RAG, then you're in luck! @sophiamyang recently released a FANTASTIC presentation on exactly that. Covers both the basics as well as more advanced topics Presentation: https://
sophiamyang.github.io/slides-langcha
in-rag-panel/
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Open Source AI Platforms: Efficiency and Customization Benefits
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Open source AI platforms aren't just cheaper.
They are more efficient and more customizable. -
Government Control vs Private Companies in AI Governance
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I am actually a big proponent of open-source AI models … but I also believe that it is beneficial for us all if the governments (which are elected by us) control the AI actors. I don't trust governments much, but I trust them more than I trust profit-driven companies.
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Bug Fix: Testing Dictionary Key Existence in Python
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Damn you found a bug in my code! :O Although actually my code shows a marvellous way to test for the existence of a key in a dict…
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OpenAI Terms of Service: Misconceptions About Generated Dataset Licensing
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I get the impression few people have actually read the OAI TOS, because they seem to imagine they say things which just aren't there. As a result, people pointlessly place non-commercial licenses on OAI-generated datasets, or avoid using such datasets altogether.
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Government Regulation of Open Foundation Models Discussed
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Should governments regulate open foundation models? This Princeton-Stanford workshop convened experts to discuss principles, practices, and policy. @PrincetonCITP @StanfordCRFM