Mem0 - AI Memory Layer for your Agents & Apps | Persistent Context
Mem0 is the memory layer for AI agents and applications, enabling them to learn from past interactions and deliver personalized experiences.
JuliaGNSS/PipeChannels.jl
A lock-free single-producer single-consumer (SPSC) channel for Julia
Open Agent Specification (Agent Spec): A Unified Representation for AI Agents
The proliferation of agent frameworks has led to fragmentation in how agents are defined, executed, and evaluated. Existing systems differ in their abstractions, data flow semantics, and tool integrations, making it difficult to share or reproduce workflows. We introduce Open Agent Specification (Agent Spec), a declarative language that defines AI agents and agentic workflows in a way that is compatible across frameworks, promoting reusability, portability and interoperability of AI agents. Agent Spec defines a common set of components, control and data flow semantics, and schemas that allow an agent to be defined once and executed across different runtimes. Agent Spec also introduces a standardized Evaluation harness to assess agent behavior and agentic workflows across runtimes - analogous to how HELM and related harnesses standardized LLM evaluation - so that performance, robustness, and efficiency can be compared consistently across frameworks. We demonstrate this using four distinct runtimes (LangGraph, CrewAI, AutoGen, and WayFlow) evaluated over three different benchmarks (SimpleQA Verified, $τ^2$-Bench and BIRD-SQL). We provide accompanying toolsets: a Python SDK (PyAgentSpec), a reference runtime (WayFlow), and adapters for popular frameworks (e.g., LangGraph, AutoGen, CrewAI). Agent Spec bridges the gap between model-centric and agent-centric standardization & evaluation, laying the groundwork for reliable, reusable, and portable agentic systems.
OpenMetadata: #1 Open Source Context Layer
OpenMetadata is the open-source AI context layer — powered by metadata, semantics, and memory that give people and AI a shared, rich understanding of your data. Built by the founders of Apache Hadoop, Apache Atlas, and Uber Databook. The unified platform for data cataloging, discovery, quality, observability, governance, lineage, collaboration & more.
Functions are Vectors
Conceptualizing functions as infinite-dimensional vectors lets us apply the tools of linear algebra to a vast landscape of new problems, from image and geometry processing to curve fitting and machine learning.
The Transformer Blueprint: A Holistic Guide to the Transformer Neural Network Architecture
A deep dive into Transformer, a neural network architecture that was introduced in the famous paper “attention is all you need” in 2017, its applications, impacts, challenges and future directions
</> htmx - high power tools for html
htmx gives you access to AJAX, CSS Transitions, WebSockets and Server Sent Events directly in HTML, using attributes, so you can build modern user interfaces with the simplicity and power of hypertext htmx is small (~14k min.gz’d), dependency-free, extendable, IE11 compatible & has reduced code base sizes by 67% when compared with react
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openfarmcc/OpenFarm
A free and open database for farming and gardening knowledge. You can grow anything!
CSS Selectors: A Visual Guide & Reference
Visual guide to CSS selectors, including pseudo-classes (:nth-child, :hover,...), functional pseudo-classes (:not, :is,...) and pseudo-elements.
Dual Contouring Tutorial
How to create a sharp mesh from a function without even trying In part 1 and part 2 of the series, we looked at the Marching Cubes algorithm, and how it can turn any function into a grid based mesh…
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Best Chocolate Chip Cookies
This classic chocolate chip cookie recipe makes deliciously buttery cookies with crisp edges, chewy middles, and gooey chocolate chips in every bite.
CSV File Editor and Viewer for Windows, Mac, and Linux - Modern CSV
Multi-platform CSV file editor and viewer application with powerful editing tools and large file viewing. Edit CSV files for free today.
TAOS Operating System
By the way, if the following sounds like advertising spiel, that's because it is. If you disagree with it being posted and have to flame someone, flame me - I'll cheerfully ignore you. I am in no way affiliated with Tantric - I just saw an article in Byte and found the email address. It's long, but read all the way through it and see just how much Micro$loth has blinkered the thinking of the general public. If this is on the market now, just think of what will be possible soon...
