Memory & Knowledge Retrieval

Step 3 of 4

"Giving the agent a long-term brain."

Persistent Long-term storage across sessions using vector databases. Ephemeral Short-term memory that resets after each interaction/session.

Index Namespace

API Key Reference

visibility

Sync Frequency

info

Real-time sync requires a Synapse Connector to be active on the host machine.

Token Window Limit

Max tokens retrieved per query context.

8,192 Tokens

Time-To-Live (TTL)

Duration before inactive memories are archived.

30 Days

Pruning Strategy

check

Semantic Recency

Prioritize newest and most semantically relevant nodes.

FIFO (First-In, First-Out)

Simple chronological deletion of oldest entries.

hub

Graph representation will generate based on Pinecone schema.

Configuration automatically saved