This research introduces Doc-to-LoRA (D2L), a method for efficiently processing long documents with Large Language Models (LLMs). D2L creates small, adaptable "LoRA" modules that distill key information from a document, allowing the LLM to answer questions without needing the entire document in memory. This significantly reduces latency and memory usage, enabling LLMs to handle contexts much longer than their original capacity and facilitating faster knowledge updates.
Stridetastic is an open-source monitoring and observability framework for Meshtastic® LoRa mesh networks. It helps operators capture, inject, and visualize mesh network data.
Information about Meshtastic, an open-source, decentralized, off-grid mesh network, and the MDARC's involvement with it, including node locations and configurations.
A terminal interface for chatting via Meshtastic mesh networks with real-time message display, node discovery, and radio configuration.
A Pygame-based Meshtastic / LoRa node visualizer for offline SIGINT and field research, reading live serial data to display GPS positions, mesh links, and signal reach in real time.
Arduino has released the Nesso N1, a compact IoT controller built around the ESP32-C6 RISC-V microcontroller, featuring Wi-Fi 6, Thread, LoRa, a touch display, and multiple sensors for rapid prototyping and portable embedded applications.
LILYGO has announced a raft of new microcontroller development boards targeting different niches: a low-frequency LoRa board, an ultra-widescreen display board, a LoRa-equipped ePaper display board, and a CAN bus board. The boards are powered by the Espressif ESP32-S3 microcontroller.
Seeed Studio introduces the SenseCAP Solar Node Series (P1 and P1-Pro) – solar-powered meshtastic nodes for reliable, off-grid mesh networking. These devices are designed for outdoor use, emergency communication, and remote data management, offering features like long-range communication, GPS (P1-Pro), and easy deployment.
Meshtastic is an open-source mesh networking platform designed to facilitate decentralized, long-range, and ad-hoc communication. This article provides a full guide on how to get started, covering its features, use cases, compatible hardware, and setup instructions.
It is a solar-powered communication node that integrates the XIAO nRF52840 Plus main controller, the Wio-SX1262 LoRa module, and the XIAO L76K GPS module. It is specifically designed for areas without network coverage. With a built-in battery, it supports long-distance communication, precise positioning, and low-power operation. It's suitable for expanding network coverage in outdoor areas.
