Timeline

Updates from the Nyeera Project

A chronological record of the project's progress, tests and decisions - reported as short posts, newest first.

20 AUG 2026 Chat UI

Chat Page publication

Ilustração de símbolos de conhecimento e ciência conectados por circuitos Logotipo completo do Projeto Nyeera

Creation of the UI interface via chat.

13 AGO 2026 Benchmark

First round of benchmark tests on the legacy hardware

Execution of the first round of benchmark testes before Ollama installation. The first bottleneck was identified: I/O latencies very high.

Run status group 0 (all jobs): READ: bw=51.0MiB/s (53.5MB/s), 12.7MiB/s-12.8MiB/s (13.4MB/s-13.4MB/s), io=3063MiB (3211MB), run=60000-60001msec WRITE: bw=21.9MiB/s (23.0MB/s), 5605KiB/s-5635KiB/s (5739kB/s-5770kB/s), io=1316MiB (1380MB), run=60000-60001msec Disk stats (read/write): sda: ios=781564/335956, sectors=6252520/2687648, merge=1/0, ticks=181233/49747, in_queue=230985, util=90.09%
12 AGO 2026 Architecture

Server Installation

Ilustração de símbolos de conhecimento e ciência conectados por circuitos Logotipo completo do Projeto Nyeera

Operating system installation on the server. Ubuntu Server edition, with no graphical user interface (GUI) to avoid unnecessary memory overhead. The screenshot shows low utilization across all 4 CPUs and minimal memory usage (340 MB) right after boot.

04 AGO 2026 Origem

Origin of the project name documented

Ilustração da figura ancestral que inspirou o nome Nyeera

The figure that inspired the project's name, featured in the Nyeera logo.

The inspiration behind "Nyeera" was conceived as a tribute to the role of the ñe'ẽra in Guarani traditions, and the bridge the project aims to build between this ancestral wisdom and cognitive science.

03 AGO 2026 Project Start

Project Nyeera begins

Initial scope definition: investigate, in practice, whether it is feasible to run LLMs and RAG on restricted infrastructure—no cloud, no dedicated GPU, no server budget.

Starting point

Follow the next chapters of Nyeera.

New entries are added here as the project moves forward - tests, architecture decisions and milestones from the case study.