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A DEVELOPER IN THE MAKING / KOLKATA, INDIA

Sayan Paul.

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Noelle — Personal AI Agent.

A local-first personal assistant concept with web browsing, file analysis, semantic search, voice I/O, and a persistent persona—designed as a tool to think alongside the user.

PROJECT NOTE · 2025AI AGENT · LOCAL-FIRST · 2025
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NOELLELOCAL PERSONAL AGENT

01 / THE PROBLEM

A personal assistant should work with local materials and retain useful context without becoming an opaque black box.

Noelle explores a local-first assistant architecture that connects a language model to browsing, file analysis, semantic retrieval, and voice interactions. The project is framed as an ongoing personal agent experiment.

02 / DESIGN DECISIONS

Local inference

Use Ollama to explore local model workflows.

Semantic retrieval

Use FAISS as a building block for search over indexed content.

Browser interaction

Use Playwright for controlled web-browsing automation.

Persona and tools

Keep the assistant voice separate from the capabilities it is allowed to invoke.

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