agentic_memory 0.1.0

Memory for the agentic framework: conversation, working, long-term and semantic memory behind one store port, with keyword, embedding and hybrid retrieval, summarising and recalling history strategies [...]

Changelog

0.1.0

Initial release of the memory layer.

Added

• Values — MemoryEntry, MemoryKind, MemoryQuery and MemoryHit. One entry shape covers working, conversation, long-term, semantic and shared memory, which differ in scope and retention rather than in mechanics.
• Stores — MemoryStore port; InMemoryMemoryStore with rarity-weighted keyword retrieval blended with importance and recency, deduplication, expiry and value-based eviction; EmbeddedMemoryStore for semantic retrieval with a similarity floor and batched backfill; HybridMemoryStore fusing both rankings with reciprocal rank fusion.
• History strategies — RecallingHistory injects memories relevant to the turn about to be sent; SummarisingHistory condenses older turns and caches, so a steady conversation summarises once per window rather than once per turn.
• Tools — remember, recall and an approval-gated forget, so an agent can manage its own memory.
• Automatic extraction — RememberingAgent runs a separate extraction pass after each successful run, bounded by count and importance, and never lets a failed extraction break a good answer.
• Events — MemoriesRecalled (carrying the statements, so an answer is traceable), MemoriesExtracted, MemoryExtractionFailed and MemoriesPruned.