Tiny LLM inference for ESP32 microcontrollers with INT8/INT4 quantization, multi-chip federation, RuVector semantic memory, and SNN-gated energy optimization
AI-Powered DeFi Smart Contract Vulnerability Scanner using RAG and 0G Infrastructure
A Rust crate designed to extract, clean, and convert web content from URLs found in text messages into clean Markdown format. Originally created as an auxiliary component for Retrieval-Augmented Generation (RAG) solutions to process URLs submitted by users.
Built-in tool implementations for the Brainwires Agent Framework
Code intelligence and RAG for AI agents. Semantic search, call graphs, impact analysis, type dependencies, and smart context assembly — in single tool calls. 54 languages + L5X/L5K PLC exports. 52.7% R@1 / 77.5% R@5 / 89.4% R@20 on v3.v2 dual-judge code-search (218 queries, EmbeddingGemma-300m default with per-category SPLADE α including identifier_lookup retune in v1.39.x; v3.v2 fixture line numbers re-anchored 2026-05-08 in #1607). Daemon mode (3-19ms queries). Local-first, GPU-accelerated.
Tool execution runtime for the Brainwires Agent Framework — executor trait, registry, error taxonomy, sanitization, validation, transactions, smart router, plus optional orchestrator / OAuth / OpenAPI / sandbox / sessions / RAG-tool-search modules
Multi-AI council TUI - orchestrate conversations between AI advisors
AMQP protocol support for MockForge
Traffic analytics and metrics dashboard for MockForge
Chaos engineering features for MockForge - fault injection and resilience testing
CLI interface for MockForge
Contract testing, drift detection, and incident management for MockForge