feat: add closet layer — searchable index pointing to drawers
The closet architecture was always part of MemPalace's design but never shipped in the public codebase. This adds it. Palace now has TWO collections: - mempalace_drawers — full verbatim content (unchanged) - mempalace_closets — compact AAAK-style index entries How it works: - When mining, each file gets a closet alongside its drawers - Closet contains extracted topics, entities, quotes as pointers - Closets pack up to 1500 chars, topics never split mid-entry - Search hits closets first (fast, small), then hydrates the full drawer content for matching files - Falls back to direct drawer search if no closets exist yet Files changed: - palace.py: get_closets_collection(), build_closet_text(), upsert_closet(), CLOSET_CHAR_LIMIT - miner.py: process_file() now creates closets after drawers - searcher.py: search_memories() tries closet-first search, hydrates drawers, falls back to direct search Backwards compatible — existing palaces without closets continue to work via the fallback path. Closets are created on next mine. 689/689 tests pass. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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@@ -9,7 +9,7 @@ Returns verbatim text — the actual words, never summaries.
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import logging
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from pathlib import Path
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from .palace import get_collection
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from .palace import get_collection, get_closets_collection
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logger = logging.getLogger("mempalace_mcp")
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@@ -117,7 +117,7 @@ def search_memories(
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0.0 disables filtering. Typical useful range: 0.3–1.0.
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"""
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try:
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col = get_collection(palace_path, create=False)
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drawers_col = get_collection(palace_path, create=False)
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except Exception as e:
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logger.error("No palace found at %s: %s", palace_path, e)
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return {
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@@ -127,6 +127,73 @@ def search_memories(
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where = build_where_filter(wing, room)
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# Try closet-first search: search the compact index, then hydrate drawers
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closet_hits = []
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try:
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closets_col = get_closets_collection(palace_path, create=False)
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ckwargs = {
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"query_texts": [query],
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"n_results": n_results * 2, # over-fetch closets to find best drawers
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"include": ["documents", "metadatas", "distances"],
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}
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if where:
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ckwargs["where"] = where
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closet_results = closets_col.query(**ckwargs)
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if closet_results["documents"][0]:
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closet_hits = list(zip(
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closet_results["documents"][0],
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closet_results["metadatas"][0],
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closet_results["distances"][0],
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))
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except Exception:
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pass # no closets yet — fall through to direct drawer search
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# If closets found results, hydrate the referenced drawers
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if closet_hits:
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import re
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seen_sources = set()
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hits = []
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for closet_doc, closet_meta, closet_dist in closet_hits:
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source = closet_meta.get("source_file", "")
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if source in seen_sources:
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continue
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seen_sources.add(source)
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# Find drawers for this source file
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try:
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drawer_results = drawers_col.get(
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where={"source_file": source},
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include=["documents", "metadatas"],
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)
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if drawer_results.get("ids"):
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# Combine all drawer content for this file
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full_text = "\n\n".join(drawer_results["documents"])
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meta = drawer_results["metadatas"][0]
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hits.append({
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"text": full_text,
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"wing": meta.get("wing", "unknown"),
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"room": meta.get("room", "unknown"),
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"source_file": Path(source).name,
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"similarity": round(max(0.0, 1 - closet_dist), 3),
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"distance": round(closet_dist, 4),
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"matched_via": "closet",
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"closet_preview": closet_doc[:200],
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})
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except Exception:
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pass
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if len(hits) >= n_results:
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break
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if hits:
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return {
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"query": query,
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"filters": {"wing": wing, "room": room},
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"total_before_filter": len(closet_hits),
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"results": hits,
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}
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# Fallback: direct drawer search (no closets yet, or closets empty)
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try:
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kwargs = {
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"query_texts": [query],
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@@ -136,7 +203,7 @@ def search_memories(
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if where:
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kwargs["where"] = where
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results = col.query(**kwargs)
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results = drawers_col.query(**kwargs)
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except Exception as e:
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return {"error": f"Search error: {e}"}
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