feat: add long-term memory systems with fused retrieval and memory explorer
Phase 5 (ADR-0003). pkg/concepts fixes the epistemic vocabulary (observation, fact, memory, claim, hypothesis, belief, prediction, assumption, inference, opinion), memory kinds and relation names. internal/memory stores episodic, semantic, procedural and autobiographical memories in one mind-scoped table with trust-derived credibility, importance, salience and decaying activation. Retrieval fuses full-text rank (any-term by default), optional pgvector similarity, recency, activation, importance and credibility, and returns the component scores so every recall can be explained. Decay lowers activation and never deletes; retraction and supersession keep rows for provenance. Relationships are constrained to one mind at insert time. Embeddings live in a conditional pgvector table keyed by model so vector spaces are never mixed; without an embedder the system degrades to text and graph retrieval. Attention gates encoding: the attend handler turns admitted observations into episodic memories (operator changes become autobiographical ones) with memory_created events; the retrieve process proposes recalled memories as candidates and admitted recalls are reinforced with memory_retrieved events carrying their scoring components. Memory explorer UI (search with component breakdown, timeline, filters, operator knowledge entry), memory detail with provenance, relationships, citing events and an inaccurate-memory correction; API; noemactl memory commands; decay and embed-missing background jobs.
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@@ -15,6 +15,7 @@ import (
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"github.com/andydixon/noema/internal/brain"
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"github.com/andydixon/noema/internal/config"
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"github.com/andydixon/noema/internal/events"
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"github.com/andydixon/noema/internal/memory"
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"github.com/andydixon/noema/internal/minds"
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"github.com/andydixon/noema/internal/observability"
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)
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@@ -30,6 +31,7 @@ type Deps struct {
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Minds *minds.Store
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Events *events.Store
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Brain *brain.Manager
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Memory *memory.Store
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Migrations fs.FS
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Started time.Time
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}
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