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89 changes: 47 additions & 42 deletions altk_evolve/frontend/mcp/mcp_server.py
Original file line number Diff line number Diff line change
Expand Up @@ -26,6 +26,7 @@
extract_facts_from_messages,
)
from altk_evolve.llm.guidelines.guidelines import generate_guidelines
from altk_evolve.schema.conflict_resolution import EntityUpdate
from altk_evolve.schema.core import Entity, RecordedEntity
from altk_evolve.schema.exceptions import EvolveException, NamespaceNotFoundException

Expand Down Expand Up @@ -236,6 +237,36 @@ def _parse_metadata(metadata: str | None) -> dict[str, Any]:
return parsed


def _persist_entities(
namespace_id: str | None,
entities: list[Entity],
enable_conflict_resolution: bool = False,
) -> tuple[list[EntityUpdate], str]:
"""Persist entities with a single retry if the namespace cache is stale.

Resolves ``namespace_id`` (falling back to the configured default), writes
via ``update_entities``, and on ``NamespaceNotFoundException`` evicts the
cached entry, re-resolves, and retries once. Returns the update records
and the namespace actually written to.
"""
resolved_ns = _resolve_namespace(namespace_id)
try:
updates = get_client().update_entities(
namespace_id=resolved_ns,
entities=entities,
enable_conflict_resolution=enable_conflict_resolution,
)
except NamespaceNotFoundException:
_evict_namespace(resolved_ns)
resolved_ns = _resolve_namespace(namespace_id)
updates = get_client().update_entities(
namespace_id=resolved_ns,
entities=entities,
enable_conflict_resolution=enable_conflict_resolution,
)
return updates, resolved_ns


@mcp.tool()
def get_entities(
task: str,
Expand Down Expand Up @@ -310,8 +341,6 @@ def store_user_facts(
if not trimmed_message:
return _empty_store_user_facts_response(user_id)

resolved_ns = _resolve_namespace(None)

base_metadata: dict[str, Any] = dict(metadata_dict)
base_metadata["user_id"] = user_id

Expand All @@ -330,20 +359,11 @@ def store_user_facts(
if not entities:
return _empty_store_user_facts_response(user_id)

try:
updates = get_client().update_entities(
namespace_id=resolved_ns,
entities=entities,
enable_conflict_resolution=enable_conflict_resolution,
)
except NamespaceNotFoundException:
_evict_namespace(resolved_ns)
resolved_ns = _resolve_namespace(None)
updates = get_client().update_entities(
namespace_id=resolved_ns,
entities=entities,
enable_conflict_resolution=enable_conflict_resolution,
)
updates, _ = _persist_entities(
namespace_id=None,
entities=entities,
enable_conflict_resolution=enable_conflict_resolution,
)

serialized_updates = [
{
Expand Down Expand Up @@ -487,20 +507,11 @@ def save_trajectory(
)
)

try:
get_client().update_entities(
namespace_id=resolved_ns,
entities=entities,
enable_conflict_resolution=False,
)
except NamespaceNotFoundException:
_evict_namespace(resolved_ns)
resolved_ns = _resolve_namespace(namespace_id)
get_client().update_entities(
namespace_id=resolved_ns,
entities=entities,
enable_conflict_resolution=False,
)
_, resolved_ns = _persist_entities(
namespace_id=namespace_id,
entities=entities,
enable_conflict_resolution=False,
)
results = generate_guidelines(messages)

guideline_metadata_base: dict = {
Expand Down Expand Up @@ -574,8 +585,7 @@ def create_entity(
Returns:
JSON string with the entity update details (ADD/UPDATE/DELETE/NONE) and entity ID
"""
resolved_ns = _resolve_namespace(namespace_id)
logger.info(f"Creating entity of type: {entity_type} in namespace: {resolved_ns}")
logger.info(f"Creating entity of type: {entity_type} (namespace override: {namespace_id})")
try:
if visibility not in ("private", "public"):
return json.dumps({"error": f"Invalid visibility '{visibility}': must be 'private' or 'public'"})
Expand Down Expand Up @@ -611,16 +621,11 @@ def create_entity(

entity = Entity(type=entity_type, content=content, metadata=metadata_dict)

try:
updates = get_client().update_entities(
namespace_id=resolved_ns, entities=[entity], enable_conflict_resolution=enable_conflict_resolution
)
except NamespaceNotFoundException:
_evict_namespace(resolved_ns)
resolved_ns = _resolve_namespace(namespace_id)
updates = get_client().update_entities(
namespace_id=resolved_ns, entities=[entity], enable_conflict_resolution=enable_conflict_resolution
)
updates, _ = _persist_entities(
namespace_id=namespace_id,
entities=[entity],
enable_conflict_resolution=enable_conflict_resolution,
)

if updates:
update = updates[0]
Expand Down
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