maximem-synap-nemo-agent-toolkit 0.1.2

Synap memory plugin for NVIDIA NeMo Agent Toolkit (NAT)

synap-nemo-agent-toolkit

Synap memory plugin for NVIDIA NeMo Agent Toolkit (NAT).

Implements nat.memory.interfaces.MemoryEditor so that NAT workflows can use Synap as long-term memory out of the box — either programmatically, or via a single YAML line:

memory:
  synap:
    _type: synap_memory
    customer_id: "acme"          # optional scope
    mode: "accurate"              # or "fast"

Install

pip install synap-nemo-agent-toolkit

Depends on maximem-synap>=0.2.0, synap-integrations-common>=0.1.0, and nvidia-nat-core>=1.0.

Use (programmatic)

from maximem_synap import MaximemSynapSDK
from nat.memory.models import MemoryItem
from synap_nemo_agent_toolkit import SynapMemoryEditor

sdk = MaximemSynapSDK(api_key="...")
await sdk.initialize()

editor = SynapMemoryEditor(sdk=sdk, customer_id="acme", mode="accurate")

# Write
await editor.add_items([
    MemoryItem(
        user_id="alice",
        memory="Prefers tea over coffee",
        tags=["beverage", "preference"],
    ),
])

# Read — user_id is required on every search
hits = await editor.search("beverage preference", top_k=5, user_id="alice")
for hit in hits:
    print(hit.memory, hit.tags, hit.similarity_score)

Use (YAML / NAT workflow)

Set SYNAP_API_KEY (optionally SYNAP_INSTANCE_ID) in the environment and declare the memory provider in the workflow config:

memory:
  synap:
    _type: synap_memory
    customer_id: "acme"
    mode: "accurate"
    # Optional — falls back to SYNAP_API_KEY env if omitted
    # api_key: "${SYNAP_API_KEY}"

NAT's plugin loader picks up synap_memory via the nat.components entry-point registered in this package's pyproject.toml.

Error policy

Operation	Synap failure	Why
add_items	SynapIntegrationError	Writes must be observable
search	Returns []	A read blip must never crash an agent turn
remove_items	Warn once, no-op	Synap has no public delete API

Every write is tagged with an internal marker so search filters out non-NAT memories that happen to share the same user scope — the MemoryItem stream stays NAT-owned.

License

Apache-2.0.