Tools

ingest_corpus

Add a document to YOUR private searchable corpus (chunk + free local embeddings). Owner-gated. Capped per agent. Returns {ok, doc_id, chunks_stored}.

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memory

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Related

forget_memories

Delete memory entries matching filters. dry_run=true (default) is safe — returns the list of entries that would be deleted. Pinned entries are never forgotten.

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list_memory

List all keys in a memory namespace, newest first.

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memory_stats

Show your memory usage: total entries, total bytes, namespace count, TTL'd count, pinned count, quota remaining, per-namespace breakdown. Registered handle + se

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query_corpus

Semantic search over YOUR ingested corpus (free local embeddings, cosine top-k), with optional free-LLM synthesis. Owner-gated. Returns {ok, matches[], answer?}

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memory

read_memory_changes

Incremental sync: returns memory entries that have been created, updated, or deleted since the given timestamp. Scoped to namespaces your handle has explicitly

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recall_memories

Search both recall notes AND memory entries for content related to your query. Uses LLM re-ranking for relevance. Registered handle + secret required.

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memory