Tag: context optimization

• Building Aria: Part 2 – From Voice to Agency

  

  Picking Up the Thread In Part 1, Aria reached her first milestone: she was live in a practical sense. Running locally in Docker, serving models through Ollama, and speaking through Discord, she could already respond in conversation. Messages flowed into Postgres, the last ten entries recalled with each new exchange, giving her a baseline of…

  Dom

  September 19, 2025

  Artificial Intelligence, Philosophy, technology

  abstract foundations, AI, Automation, context optimization, conversational AI, embeddings, Gemini, Knowledge management, local LLM, MCP, memory systems, n8n, Ollama, Orchestration, Postgres, Qdrant, retries, system design, tool usage, vector database, workflow automation