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docs: RFC Ollama one-click local RAG #34

Description

@MarcoPorcellato

Context

README roadmap lists "Ollama Integration: One-click local RAG setup" with no linked design issue. This RFC captures scope before implementation.

Objectives

  • Add docs/rfc/OLLAMA_RAG.md (or section in COOKBOOK) describing:
    • Target user story (local vault → embeddings → Ollama chat)
    • Dependencies ([ai] extra, optional Ollama binary)
    • Proposed CLI or script entry point (e.g. matryca-parse export + sample pipeline)
    • Non-goals (no cloud, no telemetry)
  • Link RFC from README roadmap item
  • Break implementation into follow-up issues

Files

  • New: docs/rfc/OLLAMA_RAG.md
  • README.md

Getting started

  1. Review SynapseAdapter and existing export --format langchain flow
  2. Research Ollama embedding/chat APIs (document links)

Out of scope

  • Production Ollama integration code in this issue

Definition of Done

  • RFC merged; follow-up issues filed for implementation slices

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    documentationDocumentation improvementsenhancementNew feature or requesthelp wantedExtra attention or skill is welcome

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