strands.vended_memory_stores.bedrock_knowledge_base.store

A :class:~strands.memory.types.MemoryStore backed by Amazon Bedrock Knowledge Bases.

Supports semantic search via Retrieve and document ingestion via IngestKnowledgeBaseDocuments for CUSTOM and S3 data sources.

BedrockKnowledgeBaseStore

class BedrockKnowledgeBaseStore(MemoryStore)

Defined in: src/strands/vended_memory_stores/bedrock_knowledge_base/store.py:64

A :class:~strands.memory.types.MemoryStore backed by Amazon Bedrock Knowledge Bases.

Supports semantic search via Retrieve and document ingestion via IngestKnowledgeBaseDocuments for CUSTOM and S3 data sources.

Example:

from strands.vended_memory_stores.bedrock_knowledge_base import BedrockKnowledgeBaseStore

store = BedrockKnowledgeBaseStore(
    config=\{
        "knowledge_base_id": "KB123",
        "data_source_type": "CUSTOM",
        "data_source_id": "DS456",
    },
    name="preferences",
    scope="user-abc",
    writable=True,
)

results = await store.search("what are my preferences?")
result = await store.add("User prefers dark mode")

__init__

def __init__(**store_config: Unpack[BedrockKnowledgeBaseStoreConfig]) -> None

Defined in: src/strands/vended_memory_stores/bedrock_knowledge_base/store.py:90

Initialize the store.

Arguments:

• **store_config - See :class:BedrockKnowledgeBaseStoreConfig.

Raises:

• ValueError - If max_search_results is less than 1, or (when writable) if the write configuration is invalid.

search

async def search(query: str,
                 options: SearchOptions | None = None) -> list[MemoryEntry]

Defined in: src/strands/vended_memory_stores/bedrock_knowledge_base/store.py:144

Search the knowledge base for entries matching the query.

Arguments:

• query - The search query text.
• options - Optional search configuration.

Returns:

Matching memory entries ordered by relevance. Each entry’s metadata includes user-provided attributes plus two reserved synthetic keys: _relevance_score (number) and _source_location (Bedrock retrieval location object).

Raises:

• ValueError - If options.max_search_results is less than 1.

add

async def add(
        content: str,
        metadata: Metadata | None = None) -> BedrockKnowledgeBaseAddResult

Defined in: src/strands/vended_memory_stores/bedrock_knowledge_base/store.py:204

Ingest content (with optional metadata) into the knowledge base.

Only CUSTOM and S3 data sources support this. Requires data_source_id (and, for S3, an s3 config).

Arguments:

• content - The text content to ingest.
• metadata - Optional metadata attributes to attach to the document.

Returns:

The document identifier (UUID for CUSTOM, s3:// URI for S3).

Raises:

• ValueError - If the store is not writable or content is empty/whitespace.