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Forum Corpus & Local Retrieval

A traceable local corpus pipeline for paginated threads, incremental updates, topic browsing, and compact exports.

DeliveredFirst located record · 2026-08Archive checked · 2026-10-26
PythonJSONRAGData pipeline
01 / THE INTENT

Long threads, multiple reply pages, and changing versions are difficult to search and maintain.

02 / THE FLOW

How it works

  1. 01Read pages
  2. 02Clean and deduplicate
  3. 03Validate and merge
  4. 04Browse or export
03 / THE WORK

What exists

01

Source and post structure retained per thread

02

Incremental refresh with old-version protection

03

Lightweight browser and compact text JSON

04 / CURRENT POSITION

Where the project stands

The pipeline and local browser exist. This case study describes the engineering; source material remains a private research corpus.

CONNECTED WORK

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