There's documentation on creating a new embeddings plugin here https://
llm.datasette.io/en/stable/embe
ddings/writing-plugins.html
… They are pretty simple though, so best approach is to look at one of the existing embeddings plugins and copy from that – here's one I wrote the other day https://
github.com/simonw/llm-nom
ic-api-embed/blob/main/llm_nomic_api_embed.py
…
OPEN SOURCE
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Creating LLM Embeddings Plugins: Documentation and Examples
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As Models Improve, Code Becomes Simpler
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As models get better, code gets simpler 🙂 Take a look at some of the older versions, you'll see what I mean.
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Building RAG Q&A Systems with LangChain.js and Azure
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LangChain.js + Azure This talk from JavaScript Dev Day highlights how to build a RAG-based Q&A system using YouTube video transcripts. Uses open-source models and @ollama , and then transitions to Azure for production https://
youtube.com/watch?v=nYXSKs
8qMY8
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Claude-Author: AI System Generates Complete Novels Automatically
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Introducing `Claude-Author` 📕✍️
— Matt Shumer (@mattshumer_) 3 avril 2024
One prompt -> an entire novel!
Just describe the high-level details, and a chain of AI systems will write an entire book for you in minutes.
– complete w/ cover art
– packages your book as a real e-book
And it's open-source! pic.twitter.com/56jJzCusEfIntroducing `Claude-Author` One prompt -> an entire novel! Just describe the high-level details, and a chain of AI systems will write an entire book for you in minutes. – complete w/ cover art
– packages your book as a real e-book And it's open-source! -
Essential Mathematics for Machine Learning: GitHub Repository Guide
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Probability, Statistics, Linear Algebra and Calculus. Checkout the Github Repo → http://
github.com/afshinea/stanf
ord-cs-229-machine-learning
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Rick Rubin Podcast: Internet Economics, Open Source, Blockchains
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I recently went on Rick Rubin’s podcast. We got to talk about: – internet history
– little tech vs big tech
– internet economic models
– composability & open source software
– blockchains & tokens
– software as art And much more. You can listen here: -
AI breakthroughs: Developer agents, Vision Pro, voice AI, jailbreaking risks
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Top stories in AI today: -Open-sourced AI software developer agent
-Apple Vision Pro’s spatial Personas
-Get text-to-speech audio trained on your voice
-Anthropic uncovers 'many-shot jailbreaking'
-6 new AI tools & 4 new AI jobs Read more: http://
therundown.ai/p/open-sourced
-software-developer-agent
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Building Open Source Community Through Mentorship and Accessibility
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We have a mentoring team that helps activate new folks to contribute. It’s that commitment to creating a truly open, supportive, and accessible project that has converted those who come for the software to stay for the community."
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Beam Search Visualizer featured in Hugging Face Spaces of the Week
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My Beam Search visualizer space is now featured in Spaces of the week! It allows you to check how beam search decoding works in practice. Go check it out https://
huggingface.co/spaces/m-ric/b
eam_search_visualizer
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Princeton’s SWE-Agent Turns GPT-4 Into Autonomous Software Engineer
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Researchers from Princeton NLP have developed SWE-agent.
— Rowan Cheung (@rowancheung) 3 avril 2024
It's an open-sourced AI agent that turns GPT-4 into an autonomous software engineer.
The agent achieved accuracy similar to Devin and resolved 12.29% of issues autonomously. https://t.co/LPUtjPaIwaResearchers from Princeton NLP have developed SWE-agent. It's an open-sourced AI agent that turns GPT-4 into an autonomous software engineer. The agent achieved accuracy similar to Devin and resolved 12.29% of issues autonomously.