AI/ML

AI/ML

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GitHub - NirDiamant/RAG_Techniques: This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.
GitHub - NirDiamant/RAG_Techniques: This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont...
#RAG
·github.com·
GitHub - NirDiamant/RAG_Techniques: This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.
AI has all the answers – even the wrong ones
AI has all the answers – even the wrong ones
Can large language models solve logic puzzles? There’s one way to find out, which is to ask. That’s what Fernando Perez-Cruz and Hyun Song Shin recently did. (Perez-Cruz is an engineer; Shin is the…
·timharford.com·
AI has all the answers – even the wrong ones
One Useful Thing | Ethan Mollick | Substack
One Useful Thing | Ethan Mollick | Substack
Trying to understand the implications of AI for work, education, and life. By Prof. Ethan Mollick. Click to read One Useful Thing, by Ethan Mollick, a Substack publication with hundreds of thousands of subscribers.
·oneusefulthing.org·
One Useful Thing | Ethan Mollick | Substack
GPT-4o System Card
GPT-4o System Card
There are some fascinating new details in this lengthy report outlining the safety work carried out prior to the release of GPT-4o. A few highlights that stood out to me. …
#safety#security
·simonwillison.net·
GPT-4o System Card
Braggoscope Prompts
Braggoscope Prompts
Matt Webb's [Braggoscope](https://www.braggoscope.com/) ([previously](https://simonwillison.net/2023/Feb/13/braggoscope/)) is an alternative way to browse the archive's of the BBC's long-running radio series [In Our Time](https://www.bbc.co.uk/programmes/b006qykl), including the ability to browse by Dewey Decimal library …
#prompt
·simonwillison.net·
Braggoscope Prompts
Why I Lost Faith in Kagi
Why I Lost Faith in Kagi
Issues with Kagi's AI focus, finances and leadership
·d-shoot.net·
Why I Lost Faith in Kagi
Extracting Prompts by Inverting LLM Outputs
Extracting Prompts by Inverting LLM Outputs
We consider the problem of language model inversion: given outputs of a language model, we seek to extract the prompt that generated these outputs. We develop a new black-box method,...
·arxiv.org·
Extracting Prompts by Inverting LLM Outputs
How I Use "AI"
How I Use "AI"
I don't think that AI models (by which I mean: large language models) are over-hyped. In this post I will list 50 ways I've used them.
·nicholas.carlini.com·
How I Use "AI"
How I Use “AI” by Nicholas Carlini
How I Use “AI” by Nicholas Carlini
Nicholas is an author on [Universal and Transferable Adversarial Attacks on Aligned Language Models](https://arxiv.org/abs/2307.15043), one of my favorite LLM security papers from last year. He understands the flaws in this …
·simonwillison.net·
How I Use “AI” by Nicholas Carlini
Aider
Aider
Aider is an impressive open source local coding chat assistant terminal application, developed by Paul Gauthier (founding CTO of [Inktomi](https://en.wikipedia.org/wiki/Inktomi) back in [1996-2000](https://www.linkedin.com/in/paulgauthier/details/experience/)). I tried it out today, using an …
#cli
·simonwillison.net·
Aider
txtai
txtai
txtai is an all-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
#database#model training
·neuml.github.io·
txtai
LLM Agents Demystified
LLM Agents Demystified
Hands-on implementation with LightRAG library
·towardsdatascience.com·
LLM Agents Demystified
Doriandarko/claude-engineer: Claude Engineer is an interactive command-line interface (CLI) that leverages the power of Anthropic's Claude-3.5-Sonnet model to assist with software development tasks. This tool combines the capabilities of a large language model with practical file system operations and web search functionality.
Doriandarko/claude-engineer: Claude Engineer is an interactive command-line interface (CLI) that leverages the power of Anthropic's Claude-3.5-Sonnet model to assist with software development tasks. This tool combines the capabilities of a large language model with practical file system operations and web search functionality.
Claude Engineer is an interactive command-line interface (CLI) that leverages the power of Anthropic's Claude-3.5-Sonnet model to assist with software development tasks. This tool combines the ...
#cli#unix
·github.com·
Doriandarko/claude-engineer: Claude Engineer is an interactive command-line interface (CLI) that leverages the power of Anthropic's Claude-3.5-Sonnet model to assist with software development tasks. This tool combines the capabilities of a large language model with practical file system operations and web search functionality.
Imitation Intelligence, my keynote for PyCon US 2024
Imitation Intelligence, my keynote for PyCon US 2024
I gave an invited keynote at PyCon US 2024 in Pittsburgh this year. My goal was to say some interesting things about AI—specifically about Large Language Models—both to help catch …
·simonwillison.net·
Imitation Intelligence, my keynote for PyCon US 2024
The Illustrated AlphaFold
The Illustrated AlphaFold
A visual walkthrough of the AlphaFold3 architecture, with more details and diagrams than you were probably looking for.
#compchem
·elanapearl.github.io·
The Illustrated AlphaFold