📚 RAG - jinkai_lau · Scour

RAG Versus Fine-Tuning ✅Dev Best Practices

What are embeddings? 🗄️Vector Databases

vickiboykis.com·4d

murtsu/visual_word_embeddings: Cross-lingual word embeddings trained on visual appearance alone. No tokenisation. No dictionary. Just what the word looks like. 🗄️Vector Databases

github.com·20h·r/linux

Vector Database 🗄️Vector Databases

newsletter.systemdesign.one

·5d

Embeddings & Vector Search 🗄️Vector Databases

taoofmac.com·5d

Decoupling Knowledge and Task Subspaces for Composable Parametric Retrieval Augmented Generation 🧠LLMs

Rethinking Personalization for the Agent Era, Semantic Recall for Vector Search, and More! 🔬AI Research

recsys.substack.com

From $200 to $30: Five Layers of LLM Cost Optimization 🧠LLMs

blog.dwornikowski.com·6d·Hacker News

Text Summarization with Scikit-LLM 🧠LLMs

machinelearningmastery.com·3d

The RAG Identity Crisis: Why Your Vector DB Needs “Folders” to Scale 🔬eBPF

Fixing What LLMs Get Wrong (22 minute read) 🧠LLMs

thebigdataguy.substack.com·3d·Substack

When RAG Isn’t Enough: Moving from Retrieval to Relationship-Aware Systems in Enterprise AI: 🤖AI Engineering

techcommunity.microsoft.com·6d

Ziggit and Large Language Models 🧠LLMs

contrarianAI/tools/retrieval-auditor/examples/langchain-quickstart-teardown at main · kevin-luddy39/contrarianAI ⚙️MLOps

github.com·2d·Hacker News

LLMs Explained: How Large Language Models Work (and Where They Commonly Fail) 🧠LLMs

Ask HN: How do you solve aggregation when agentic RAG breaks down? ⚙️MLOps

news.ycombinator.com·3d·Hacker News

LangChain Conversational RAG with Multi-user Sessions 🧠LLMs

netjstech.com·3d·netjstech.com

ragR: Retrieval-Augmented Generation and RAG Assessment in R 🧠LLMs

DeepSeek-V4: Towards Highly Efficient Million-Token Context Intelligence ⚙️MLOps

huggingface.co·6d·Hacker News, r/singularity

How to Build Your Own Language-Specific LLM [Full Handbook] 🧠LLMs

freecodecamp.org·5d

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