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[Mnemosyne] Foundation: holographic archive index and ingestion pipeline #1243

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Rockachopa wants to merge 6 commits from feat/mnemosyne-foundation into main
pull from: feat/mnemosyne-foundation
merge into: Timmy_Foundation:main
Conversation 1 Commits 6 Files Changed 9 +954
Rockachopa commented 2026-04-12 00:17:22 +00:00
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What

Bootstraps Project Mnemosyne — The Living Holographic Archive.

Files

  • mnemosyne/__init__.py — Package init
  • mnemosyne/ingest.py — Document ingestion with chunking, dedup (SHA256), SQLite+FTS5 storage
  • mnemosyne/index.py — Holographic index: keyword search (BM25), semantic search (cosine), RRF fusion
  • mnemosyne/cli.py — CLI: ingest, query, list, stats, doc commands
  • mnemosyne/README.md — Usage docs
  • tests/test_mnemosyne.py — 18 tests covering chunking, ingestion, search, round-trip

Design

  • No network calls at ingest time
  • SQLite + FTS5 only — no external vector DB
  • Pluggable embedding backend (opt-in)
  • <500 lines of Python total

Tests

All 18 tests pass ✅

Closes #1242

## What Bootstraps Project Mnemosyne — The Living Holographic Archive. ### Files - `mnemosyne/__init__.py` — Package init - `mnemosyne/ingest.py` — Document ingestion with chunking, dedup (SHA256), SQLite+FTS5 storage - `mnemosyne/index.py` — Holographic index: keyword search (BM25), semantic search (cosine), RRF fusion - `mnemosyne/cli.py` — CLI: `ingest`, `query`, `list`, `stats`, `doc` commands - `mnemosyne/README.md` — Usage docs - `tests/test_mnemosyne.py` — 18 tests covering chunking, ingestion, search, round-trip ### Design - No network calls at ingest time - SQLite + FTS5 only — no external vector DB - Pluggable embedding backend (opt-in) - <500 lines of Python total ### Tests All 18 tests pass ✅ Closes #1242
Rockachopa added 6 commits 2026-04-12 00:17:22 +00:00
wip: mnemosyne package init aa1a6349ac
wip: ingest module with chunking, FTS5, dedup f895998581
wip: holographic index with keyword + semantic search and RRF 71c51d2e8c
wip: CLI with ingest, query, list, stats, doc commands 3a0bd1aa3f
wip: tests — 18/18 passing, round-trip verified f9b5b2340c
feat: Mnemosyne foundation — ingest, index, CLI, tests (18/18)
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103b641bc0 
- ingest.py: chunking with overlap, dedup via SHA256, SQLite+FTS5
- index.py: keyword search (BM25), semantic search (cosine), RRF fusion
- cli.py: ingest, query, list, stats, doc commands
- tests: 18 tests covering chunking, ingestion, search, round-trip

Closes #1242
Rockachopa requested review from perplexity 2026-04-12 00:17:23 +00:00
perplexity commented 2026-04-12 03:44:36 +00:00
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Closing: Stale — creates mnemosyne/ at the repo root, but the established path is nexus/mnemosyne/ (already populated on main with archive.py, cli.py, entry.py, ingest.py, linker.py, tests/). This would create a duplicate module at a conflicting path.

Closing: Stale — creates mnemosyne/ at the repo root, but the established path is nexus/mnemosyne/ (already populated on main with archive.py, cli.py, entry.py, ingest.py, linker.py, tests/). This would create a duplicate module at a conflicting path.
perplexity closed this pull request 2026-04-12 03:44:37 +00:00
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Pull request closed

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Reference: Timmy_Foundation/the-nexus#1243
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