agentforge-memory-surrealdb 0.4.0

SurrealDB-backed MemoryStore, VectorStore, and GraphStore for AgentForge

agentforge-memory-surrealdb

SurrealDB-backed MemoryStore, VectorStore, and GraphStore for the AgentForge framework.

What this is

SurrealDB is uniquely multi-modal: a single store supports documents, graphs, and vectors. This package implements all three locked contracts against one SurrealDB connection:

• SurrealMemoryStore — claim audit log
• SurrealVectorStore — semantic search (HNSW index)
• SurrealGraphStore — knowledge graph traversal via RELATE / ->edge-> SurrealQL syntax

All three pass the locked agentforge_core.testing.run_*_conformance suites.

Usage

from agentforge_memory_surrealdb import (
    SurrealGraphStore,
    SurrealMemoryStore,
    SurrealVectorStore,
)

async with SurrealGraphStore.from_url(
    "ws://localhost:8000/rpc",
    namespace="agentforge",
    database="dev",
    auth=("root", "root"),
) as store:
    await store.add_node(GraphNode(id="paper:1", labels=("Doc",)))
    ...

Local development

docker compose -f docker-compose.dev.yml up -d
RUN_LIVE_SURREAL=1 SURREAL_URL=ws://localhost:8000/rpc \
  uv run pytest packages/agentforge-memory-surrealdb/tests/integration -v

Capabilities

• Graph: {"transactions", "surrealql", "vector", "live_query"}
• Vector: {"native_ann"} (when init_schema() provisions the HNSW index)
• Memory: {"transactions"}