Yachaq is an AI assistant trained on official Ecuadorian data, built on an open system of three components — execution, reasoning and memory — by SomaTech LAT.
The Yachaq Assistant separates what an agent needs to do: execute, think and remember. Three independent services that work as one.
Orchestration and execution. Plans, runs tools and coordinates specialists in multi-tenant environments.
Processing and reasoning. Working memory, consolidation and neuromodulation with 8,192-dimension HRR vectors.
Storage and recall. Episodic and semantic memory plus a fractal graph persisted in Milvus.
This is how the Yachaq assistant works on yachaq.ai: every question travels through the stack and comes back with context.
You type or speak in the Yachaq.ai chat. The question enters the system with its session context.
It receives the request, breaks it into subtasks and decides which tools or specialists to invoke.
It retrieves the relevant working-memory context, activates concepts and consolidates the information.
It returns long-term memories by semantic similarity and persists new ones as episodic and semantic memories.
The assistant writes the answer from the retrieved context and the official Ecuadorian data. It works with any model you connect.
Yachaq answers citing the institution and the real source, and the conversation stays available for the next question.
The stack is the agent's nervous system. The language-generation layer is its voice.
One agent, three services, one clear data contract. Explore the ports, the stack and the 768-dimension seam between the brain and the memory.
The orchestrator calls working memory and consolidates every conversation.
The 768-dimension vector links reasoning and long-term storage.
REST APIs documented with OpenAPI, a stable contract and Docker deployment.
Three repositories, Apache 2.0, deployed on your own infrastructure. Start with Docker Compose in minutes.
git clone https://github.com/somatechlat/somafractalmemory cd somafractalmemory docker compose -f infra/standalone/docker-compose.yml up -d curl localhost:10101/healthz
git clone https://github.com/somatechlat/somabrain cd somabrain docker compose -f infra/standalone/docker-compose.yml up -d curl localhost:30101/health
git clone https://github.com/somatechlat/somaagent01 cd somaagent01 poetry install cd infra/standalone && docker compose up -d curl localhost:20020/api/health/
The whole stack is Apache 2.0. Audit it, modify it and deploy it anywhere, with full control of your infrastructure.
github.com/somatechlat/somaagent01
Multi-tenant enterprise agents that plan, execute and learn.
Python · Apache 2.0 Reasoninggithub.com/somatechlat/somabrain
Hyperdimensional cognitive memory, 8,192 dims, O(1) retrieval.
Python · Apache 2.0 Recallgithub.com/somatechlat/somafractalmemory
Distributed long-term memory with Milvus semantic search.
Python · Apache 2.0This is the developer site. The assistant, the foundation, the company and the code live on their own domains.
The assistant. Talk to Yachaq live and consult official sources.
The foundation. Knowledge sovereignty, consent and ethical AI for the region.
The company. SomaTech LAT and the whole product ecosystem.
The code. Every repository, issue and release.