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Use these lower-level operations when you need explicit staged control over the pipeline. For most applications, prefer remember() and recall() from the Memory API.

add

Ingest one or more data items into a named dataset.

cognify

Extract entities and relationships into the knowledge graph.

addAndCognify

Ingest and extract in a single call.
Query the knowledge graph directly. Defaults to GRAPH_COMPLETION.
All 15 search types are supported (SCREAMING_SNAKE_CASE): GRAPH_COMPLETION, SUMMARIES, CHUNKS, RAG_COMPLETION, TRIPLET_COMPLETION, GRAPH_SUMMARY_COMPLETION, CYPHER, NATURAL_LANGUAGE, GRAPH_COMPLETION_COT, GRAPH_COMPLETION_CONTEXT_EXTENSION, FEELING_LUCKY, FEEDBACK, TEMPORAL, CODING_RULES, CHUNKS_LEXICAL.

memify

Index triplet embeddings from the existing knowledge graph. Enables TRIPLET_COMPLETION search. Idempotent.