An excellent, in-depth look at how to use LlamaIndex's new Query Pipelines feature to build complex retrieval strategies like sentence window retrieval, hybrid fusion retrieval, long context reordering and query rewriting in a more declarative way: https://t.co/Funqm7Jw1u https://t.co/CSd1jxu7zD
— LlamaIndex 🦙 (@llama_index) Feb 7, 2024
Corrective/Self-Reflective RAG in LangGraph Self-reflection w/ RAG is a cool idea from a few recent papers - Self-RAG (@AkariAsai et al), CRAG, etc. I tried laying out the flows from each paper as graphs and works pretty well. Short vid w/ code links: https://t.co/TcxaAoKf8D https://t.co/wHTzcjCuyF https://t.co/GVfsVfry5p
— Lance Martin (@RLanceMartin) Feb 7, 2024
The U.S. Now Has: 1. Record $17.5 trillion in household debt 2. Record $12.3 trillion in mortgages 3. Record $1.6 trillion in auto loans 4. Near record $1.6 trillion in student loans 5. Record $1.1 trillion in credit card debt Total mortgage debt is more than double the… https://t.co/9KoWj9jYCX
— The Kobeissi Letter (@KobeissiLetter) Feb 7, 2024
Magnificent 7 Total Returns over Last 3 Years... Nvidia $NVDA: +400% Microsoft $MSFT: +72% Meta $META: +71% Apple $AAPL: +40% Google $GOOGL: +40% Amazon $AMZN: +2% Tesla $TSLA: -35%
— Charlie Bilello (@charliebilello) Feb 7, 2024
Retrieval Augmented Generation (RAG) is emerging as the preferred technique for bringing context to LLMs We're launching to a new YouTube series to highlight RAG. Will start with the basics, but quickly move onto the advanced concepts (seems like theres a new one each week!) https://t.co/JCtHwesL7j
— Harrison Chase (@hwchase17) Feb 6, 2024
Meta presents Diffusion World Model DWM significantly surpasses one-step dynamics models with a 44% performance gain, and achieves SotA performance https://t.co/COCzD8krbr https://t.co/K6jahg0o2E
— Aran Komatsuzaki (@arankomatsuzaki) Feb 7, 2024
I just read Napoleon and Modern War. Here’s a list of ideas from the book: 1. Hesitation and half measures lose all in war. 2. Ten people who yell make more noise than ten thousand who keep silent. 3. A rapid march augments the morale of an army, and increases its means of… https://t.co/FOE4o2pxa1 https://t.co/2LlOcbQixj
— David Senra (@FoundersPodcast) Feb 6, 2024
