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Create a new space or reuse an existing one. A space is a logical container for organizing related memories, configured with embedders that convert text to vector embeddings

Store a document as a new memory in a space. The memory is processed asynchronously - chunked into searchable pieces and embedded into vectors. Accepts a file or plain text.

Perform similarity-based semantic retrieval across one or more spaces. Returns matching chunks ranked by relevance, with optional full memory definitions.

Fetch a specific memory record by its ID, including metadata, processing status, and optionally the original content.

Permanently delete a memory and its associated chunks and vector embeddings.
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