stigmem-plugin-zep-adapter 0.1.0

Experimental Zep episodic-memory adapter for Stigmem.

stigmem-plugin-zep-adapter

Federation bridge between Stigmem and Zep session memory infrastructure.

This package is experimental and opt-in. Installing it makes the zep-adapter plugin discoverable through the stigmem.plugins entry-point group; host applications still choose when to call the adapter.

Federation model

Stigmem and Zep address different memory scopes:

	Stigmem	Zep
Scope	Shared, multi-agent coordination	Per-user/per-session episodic
Granularity	Typed facts (entity + relation + value)	Conversational messages extracted into propositions
Consistency	Conflict detection and HLC ordering	Recency-weighted extraction
Audience	Agent network	Single LLM application

The adapter mirrors Stigmem facts into Zep as structured [STIGMEM] system messages and maps Zep extracted facts back into Stigmem-shaped records for query hydration or re-assertion.

Design

• assert_to_zep() writes a single Stigmem fact to a target Zep session.
• query_from_zep() reads Zep extracted facts and stamps the caller-supplied Stigmem scope onto returned records.
• Zep has no Stigmem scope model; callers own session authorization and downstream filtering.
• zep-cloud is a lazy optional import; discovery and tests do not require it.

Files

File	Purpose
src/stigmem_plugin_zep/adapter.py	Bridge adapter - encoding helpers, Zep session write, query, and record conversion
src/stigmem_plugin_zep/manifest.py	Stigmem plugin discovery manifest
demo.py	Optional live demo: assert a fact, mirror to Zep, verify extraction
tests/conftest.py	pytest path setup
tests/test_zep_adapter.py	Unit tests (Zep client mocked; no live deps required)

Installation

python -m pip install 'stigmem-plugin-zep-adapter>=0.1.0,<2.0.0'

Install Zep only in deployments that run the live bridge:

python -m pip install 'stigmem-plugin-zep-adapter[zep]>=0.1.0,<2.0.0'

Install demo dependencies only when running demo.py:

python -m pip install 'stigmem-plugin-zep-adapter[demo,zep]>=0.1.0,<2.0.0'

Requirements

• Python >= 3.11
• stigmem-py: pip install stigmem-py (or from workspace)
• zep-cloud: optional runtime extra for live Zep calls; unit tests and plugin discovery do not require it.
• Zep Cloud API key or a self-hosted Zep base URL for live use.

Environment variables

ZEP_API_KEY=your-zep-cloud-key        # Zep Cloud
ZEP_BASE_URL=http://localhost:8000    # self-hosted Zep
STIGMEM_SOURCE_ENTITY=agent:stigmem-zep

demo.py also reads:

STIGMEM_URL=http://localhost:8765
STIGMEM_API_KEY=sk-your-key
SESSION_ID=my-session-001

Usage

Mirror a Stigmem fact into Zep

from stigmem_plugin_zep import StigmemZepAdapter

adapter = StigmemZepAdapter.from_env()

fact_dict = {
    "id": "fact-123",
    "entity": "user:alice",
    "relation": "memory:role",
    "value": {"type": "string", "v": "principal-engineer"},
    "source": "agent:my-agent",
    "scope": "company",
    "confidence": 1.0,
}

result = adapter.assert_to_zep(fact_dict, session_id="session-abc")
print(result["content"])

Hydrate from Zep episodic memory

records = adapter.query_from_zep("company", session_id="session-abc")
for record in records:
    print(record["value"]["v"])

Run the demo

STIGMEM_URL=http://localhost:8765 \
ZEP_BASE_URL=http://localhost:8000 \
SESSION_ID=demo-001 \
python experimental/zep-adapter/demo.py

Enable

The adapter has no node-global behavior gate at v0.1.0. Enable it in the host application by installing the package and importing stigmem_plugin_zep.StigmemZepAdapter.

python -m pip install 'stigmem-plugin-zep-adapter>=0.1.0,<2.0.0'
python -m pip install 'stigmem-plugin-zep-adapter[zep]>=0.1.0,<2.0.0'  # live Zep bridge
stigmem plugins list

Disable

Remove the adapter from the host application path and restart the process that loads plugins. If it was installed only for this integration, uninstall it:

python -m pip uninstall stigmem-plugin-zep-adapter

Test

cd experimental/zep-adapter
python -m pytest tests/ -v

No live Zep instance or Stigmem node required; the Zep client is injected as a unittest.mock.MagicMock via the _zep_client constructor parameter.

Uninstall

python -m pip uninstall stigmem-plugin-zep-adapter

Invariants

• The adapter appends to Zep session memory; it does not delete or deduplicate Zep messages.
• Zep extraction is asynchronous, so recently mirrored facts may not appear in query_from_zep() immediately.
• Zep is a secondary enrichment layer. Zep failures do not affect Stigmem node availability.
• Callers own retry, circuit-breaker, session authorization, redaction, and prompt/write policy.