Build Memory Context Node

B

AI/Memory

Assembles retrieved memory records into a token-budgeted context string for injection into agent system prompts

memory_build_contextllm

Inputs4

Outputs3

Security exposure9/10

Packagellm

Ratings

Scores range from 0 to 10. Higher values mean more impact, exposure, or operational weight.

SecurityAttack surface and exposure impact.

9/10High

PrivacyPotential sensitivity of processed data.

7/10High

PerformanceRuntime or resource pressure.

9/10High

GovernancePolicy, audit, or compliance impact.

8/10High

ReliabilityOperational stability considerations.

9/10High

CostExternal or compute cost impact.

10/10High

Input Pins

4

Input

Execution

exec_in

Trigger

Memory Config

Struct

memory_config

MemoryConfig for token budget

SchemaMemoryConfigMemoryConfigMemoryConfig7 fields

databaseNodeDBConnectionrequired

cache_keystringrequired

embedding_modelCachedEmbeddingModelrequired

cache_keystringrequired

model_typeBitTypesrequired

enum "Llm", "Vlm", "Tts", "Stt"...

max_context_tokensinteger:uint32required

format uint32min 0

recall_strategyRecallStrategyrequired

enum "RecentFirst", "Relevance", "Hybrid"

recall_top_kinteger:uint32required

format uint32min 0

auto_compressbooleanrequired

compress_thresholdinteger:uint32required

format uint32min 0

Schema enforced

Memories

Struct Array

memories

Array of memory records from Search Memory node

Schemaobjectobjectobject0 fields

No named fields in this schema.

Header

String

header

Optional header text prepended to the context block

Default [Memory Context]

Output Pins

3

Done

Execution

exec_out

Fires when context assembly completes

Context Text

String

context_text

Assembled memory context string, ready for system prompt injection

Token Estimate

Integer

token_estimate

Approximate token count of the assembled context

Node Info

Internal name

memory_build_context

Category

AI/Memory

Version

1