From de724cb84b9008496aee0d5435bd3334366fa112 Mon Sep 17 00:00:00 2001 From: rUv Date: Wed, 31 Dec 2025 21:06:28 +0000 Subject: [PATCH] docs(edge): highlight self-learning capabilities in intro MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Update heading to "Free Self-Learning AI Swarms at the Edge" - Emphasize self-optimizing agents that get smarter over time - Mention LoRA fine-tuning, EWC++ continual learning, ReasoningBank - Bump to v0.1.7 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 --- examples/edge/pkg/README.md | 10 +++++----- examples/edge/pkg/package.json | 2 +- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/examples/edge/pkg/README.md b/examples/edge/pkg/README.md index ee05890c..3bd8af4d 100644 --- a/examples/edge/pkg/README.md +++ b/examples/edge/pkg/README.md @@ -6,15 +6,15 @@ [![WASM](https://img.shields.io/badge/wasm-364KB-purple.svg)]() [![Tests](https://img.shields.io/badge/tests-60%20passing-brightgreen.svg)]() -## Free Edge-Based AI Swarms +## Free Self-Learning AI Swarms at the Edge -**Build and deploy AI agent swarms that run entirely in web browsers, mobile devices, and edge servers - without paying for cloud infrastructure.** +**Build and deploy self-optimizing AI agent swarms that run entirely in web browsers, mobile devices, and edge servers - without paying for cloud infrastructure.** -Imagine having dozens of AI agents working together - analyzing data, routing tasks, making decisions - all running directly in your users' browsers. No API costs. No server bills. No data leaving your network. That's what @ruvector/edge makes possible. +Imagine having dozens of AI agents working together - analyzing data, routing tasks, making decisions, and getting smarter with every interaction - all running directly in your users' browsers. No API costs. No server bills. No data leaving your network. That's what @ruvector/edge makes possible. -This library gives you everything you need to build distributed AI systems: cryptographic identity for each agent, encrypted communication between them, lightning-fast vector search for finding the right agent for each task, and consensus protocols so your agents can coordinate without a central server. It's all compiled to a tiny 364KB WebAssembly binary that runs anywhere JavaScript runs. +This library gives you everything you need to build distributed AI systems: cryptographic identity for each agent, encrypted communication between them, lightning-fast vector search for finding the right agent for each task, consensus protocols so your agents can coordinate without a central server, and self-learning neural networks that continuously optimize agent routing based on real-world outcomes. It's all compiled to a tiny 364KB WebAssembly binary that runs anywhere JavaScript runs. -**The key insight:** Instead of paying cloud providers to run your AI infrastructure, you use the computing power that's already there - your users' devices. Each browser becomes a node in your swarm. The more users you have, the more powerful your system becomes, and it still costs you nothing. +**The key insight:** Instead of paying cloud providers to run your AI infrastructure, you use the computing power that's already there - your users' devices. Each browser becomes a node in your swarm. The more users you have, the more powerful your system becomes - and with built-in self-learning capabilities (LoRA fine-tuning, EWC++ continual learning, ReasoningBank experience replay), your swarm gets smarter over time while still costing you nothing. ``` ┌─────────────────────────────────────────────────────────────────────┐ diff --git a/examples/edge/pkg/package.json b/examples/edge/pkg/package.json index 16c536ab..dee8e8b3 100644 --- a/examples/edge/pkg/package.json +++ b/examples/edge/pkg/package.json @@ -1,6 +1,6 @@ { "name": "@ruvector/edge", - "version": "0.1.6", + "version": "0.1.7", "type": "module", "description": "Free edge-based AI swarms in the browser - P2P, crypto, vector search, neural networks. Install @ruvector/edge-full for graph DB, SQL, ONNX embeddings.", "main": "ruvector_edge.js",