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AppsMem0 ToolsMem0 Perform Semantic Search On Memories
Mem0 Tools

Mem0 Perform Semantic Search On Memories

Searches memories semantically using a natural language query and metadata filters. IMPORTANT: - At least one of 'user_id', 'agent_id', or 'run_id' MUST be provided - A non-empty 'query' string is REQUIRED for semantic search - To retrieve memories without a search query, use 'r…

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Use Mem0 Perform Semantic Search On Memories

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Inputs

  • querystring
    Required
    Natural language search query for semantic search. Must be a non-empty string. IMPORTANT: If you need to retrieve all memories for a user/agent without a specific search query, use the 'retrieve_memory_list' action (GET /v1/memories/) instead, which supports filtering by user_id…
  • top_kinteger
    Maximum number of relevant memory results to return.
  • app_idstring
    Filter by application ID. Optional additional filter.
  • fieldsarray
    Specific field names for inclusion in response for each memory; if empty/unprovided, all fields are returned.
  • org_idstring
    Filter memories by organization ID.
  • rerankboolean
    If true, applies an additional reranking step to search results for potentially improved relevance.
  • run_idstring
    Filter by run ID. REQUIRED: At least one of 'user_id', 'agent_id', or 'run_id' must be provided.
  • user_idstring
    Filter by user ID. REQUIRED: At least one of 'user_id', 'agent_id', or 'run_id' must be provided. This is the most commonly used filter.
  • agent_idstring
    Filter by agent ID. REQUIRED: At least one of 'user_id', 'agent_id', or 'run_id' must be provided.
  • metadataobject
    A dictionary of key-value pairs to filter memories. Only memories matching all key-value pairs in the provided metadata will be returned.
  • org_namestring
    Filter memories by organization name (deprecated; use `org_id` instead).
  • categoriesarray
    Filter memories by a list of categories; returns memories matching at least one category.

Observable output

  • data
    Required
    Data from the action execution
  • errorstring
    Error if any occurred during the execution of the action
  • successfulboolean
    Required
    Whether or not the action execution was successful or not

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