Choose Your Weapon: Survival Strategies for Depressed AI Academics

AI/ML
infiniflow/ragflow: RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. - infiniflow/ragflow
CrewAI - Building a Custom Crew
In this video I go through an example of building a Custom Crew with CrewAI and compare the Sequential vs Hierarchical process methodsCODESequential Colab: h...
DSPy: Not Your Average Prompt Engineering
Heads up, Bay Area guys ditched their AVP already and buzz about DSPy now. Could DSPy be the fresh go-to framework for prompt engineering after LangChain and LlamaIndex?
- Your AI Product Needs Evals
How to construct domain-specific LLM evaluation systems.
AI chatbot letdown: Hype hits rocky reality
The generative AI iindustry hits a "trough of disillusionment" as early awe dims and tough problems mount.
Running OCR against PDFs and images directly in your browser
I attended the Story Discovery At Scale data journalism conference at Stanford this week. One of the perennial hot topics at any journalism conference concerns data extraction: how can we …
Cleft Notes - Turn Voice Memos Into Shared Notes
Cleft AI moves messy ideas to organized content instantly
SigmaOS
A smarter way to browse the internet. Say hi 👋 to your new browser experience!
AI bots hallucinate software packages and devs download them
Simply look out for libraries imagined by ML and make them real, with actual malicious code. No wait, don't do that
Models All The Way Down
Models All The Way Down
Sora: first impressions
We have gained valuable feedback from the creative community, helping us to improve our model.
spiceai/spiceai: A unified SQL query interface and portable runtime to locally materialize, accelerate, and query data tables sourced from any database, data warehouse, or data lake.
A unified SQL query interface and portable runtime to locally materialize, accelerate, and query data tables sourced from any database, data warehouse, or data lake. - spiceai/spiceai
Generative AI develops potential new drugs for antibiotic-resistant bacteria
Stanford Medicine researchers devise a new artificial intelligence model, SyntheMol, which creates recipes for chemists to synthesize the drugs in the lab.
DoMusic/Hybrid-Net: Real-time audio source separation, generate lyrics, chords, beat.
Real-time audio source separation, generate lyrics, chords, beat. - DoMusic/Hybrid-Net
Lamucal : AI-Enhanced Tabs & Chords for Any Song
AI-generated Tabs,chords,lyrics,melodies. Edit,transpose,separate tracks easily.Explore over 40M songs.Also includes interactive learning, turns any music or song(YouTube, Deezer, SoundCloud, MP3) into chords.Play along with guitar, ukulele, or piano.
DBRX: The new best open model and Databricks’ ML strategy
Databricks’ new model is surpassing the performance of Mixtral and Llama 2 70B while still being in a size category that's reasonably accessible.
Aqua Voice - Voice-only Document Editor
dictation AI
Lummi: Free AI-Generated Stock Photos & Royalty-Free Images
Discover Lummi: Photos Sans Photographer. The ultimate source for free AI-generated stock photos and royalty-free images. Perfect for designers, marketers, and creatives. No photographers, just algorithms like OpenAI's Dall-e and Midjourney. Browse our extensive library today
Where’d my results go? Google Search’s chatbot is no longer opt-in
The search chatbot used to be opt-in, but now Google will try it on normal users.
Revealed: a California city is training AI to spot homeless encampments
San Jose invited tech companies to mount cameras on a vehicle in what appears to be first-of-its-kind experiment
TracecatHQ/tracecat: 😼 The AI-native, open source alternative to Tines / Splunk SOAR.
😼 The AI-native, open source alternative to Tines / Splunk SOAR. - TracecatHQ/tracecat
The Bitter Lesson
Financial Times tests an AI chatbot trained on decades of its own articles
Will media outlets create their own AI bots like Ask FT?
How People Are Really Using GenAI
There are many use cases for generative AI, spanning a vast number of areas of domestic and work life. Looking through thousands of comments on sites such as Reddit and Quora, the author’s team found that the use of this technology is as wide-ranging as the problems we encounter in our lives. The 100 categories they identified can be divided into six top-level themes, which give an immediate sense of what generative AI is being used for: Technical Assistance & Troubleshooting (23%), Content Creation & Editing (22%), Personal & Professional Support (17%), Learning & Education (15%), Creativity & Recreation (13%), Research, Analysis & Decision Making (10%).
The 01 Project
The 01 Project is a voice interface for your home computer.
PrefectHQ/marvin at bramadams.dev
✨ Build AI interfaces that spark joy. Contribute to PrefectHQ/marvin development by creating an account on GitHub.
Introduction | Ragas
Ragas is a framework that helps you evaluate your Retrieval Augmented Generation (RAG) pipelines. RAG denotes a class of LLM applications that use external data to augment the LLM’s context. There are existing tools and frameworks that help you build these pipelines but evaluating it and quantifying your pipeline performance can be hard. This is where Ragas (RAG Assessment) comes in.
leapingio/leaping
Leaping's pytest debugger is a simple, fast and lightweight debugger for Python tests. Leaping traces the execution of your code and allows you to retroactively inspect the state of your program at any time, using an LLM-based debugger with natural language.
It does this by keeping track of all of the variable changes and other sources of non-determinism from within your code.