Tag Archive
Tag: Open Source
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Open Source
Vectorless RAG: Reasoning Over a Tree, Not Cosine Search
Vectorless RAG swaps embeddings for a table-of-contents tree the LLM walks. What PageIndex does well, what a query costs, and who should skip it.
Open Source
MoE Expert Offloading: 125B on a 12GB GPU, With Catches
MoE expert offloading lets a 12GB GPU run a 125B model, but only for one user at a time. What Strata's numbers…
Agentic AI
Why I’m Betting on a Minimal Agent Harness
Pi 1.0's own release notes claim a 40% prompt-token cut from Codemode. Here's the arithmetic I'd run before trusting a minimal agent…
Agentic AI
Open-weight decision models: Clef vs Strands Decider
Clef and Strands Decider 2B are open-weight decision models that return a calibrated score, not text. Here's what shipped and why it…
AI Tools
Does OpenClaw Really Work for Non-Programmers? The Truth Hurts
For most non-programmers, OpenClaw does not really work. Not in the way people mean when they ask the question. Yes, you can…