feat(graph-service): add entity node handling and update Docker configurations

Dockerfile

@@ -37,6 +37,7 @@ COPY ./server /app
 
 # Set environment variables
 ENV PYTHONUNBUFFERED=1
-
+ENV PORT=8000
 # Command to run the application
-CMD ["uvicorn", "graph_service.main:app", "--host", "0.0.0.0", "--port", "8000"]
+
+CMD uvicorn graph_service.main:app --host 0.0.0.0 --port $PORT

docker-compose.yml

@@ -2,7 +2,7 @@ version: '3.8'
 
 services:
   graph:
-    build: .
+    image: zepai/graphiti:latest
     ports:
       - "8000:8000"
 
@@ -11,6 +11,7 @@ services:
       - NEO4J_URI=bolt://neo4j:${NEO4J_PORT}
       - NEO4J_USER=${NEO4J_USER}
       - NEO4J_PASSWORD=${NEO4J_PASSWORD}
+      - PORT=8000
   neo4j:
     image: neo4j:5.22.0
 

server/graph_service/dto/__init__.py

@@ -1,5 +1,5 @@
 from .common import Message, Result
-from .ingest import AddMessagesRequest
+from .ingest import AddEntityNodeRequest, AddMessagesRequest
 from .retrieve import (
     FactResult,
     GetMemoryRequest,
@@ -12,6 +12,7 @@
     'SearchQuery',
     'Message',
     'AddMessagesRequest',
+    'AddEntityNodeRequest',
     'SearchResults',
     'FactResult',
     'Result',

server/graph_service/dto/common.py

@@ -11,8 +11,9 @@ class Result(BaseModel):
 
 class Message(BaseModel):
     content: str = Field(..., description='The content of the message')
+    uuid: str | None = Field(default=None, description='The uuid of the message (optional)')
     name: str = Field(
-        default='', description='The name of the episodic node for the message (message uuid)'
+        default='', description='The name of the episodic node for the message (optional)'
     )
     role_type: Literal['user', 'assistant', 'system'] = Field(
         ..., description='The role type of the message (user, assistant or system)'

server/graph_service/dto/ingest.py

@@ -6,3 +6,10 @@
 class AddMessagesRequest(BaseModel):
     group_id: str = Field(..., description='The group id of the messages to add')
     messages: list[Message] = Field(..., description='The messages to add')
+
+
+class AddEntityNodeRequest(BaseModel):
+    uuid: str = Field(..., description='The uuid of the node to add')
+    group_id: str = Field(..., description='The group id of the node to add')
+    name: str = Field(..., description='The name of the node to add')
+    summary: str = Field(default='', description='The summary of the node to add')

server/graph_service/dto/retrieve.py

@@ -1,5 +1,4 @@
-from datetime import datetime
-from typing import Literal
+from datetime import datetime, timezone
 
 from pydantic import BaseModel, Field
 
@@ -10,9 +9,6 @@ class SearchQuery(BaseModel):
     group_id: str = Field(..., description='The group id of the memory to get')
     query: str
     max_facts: int = Field(default=10, description='The maximum number of facts to retrieve')
-    search_type: Literal['facts', 'user_centered_facts'] = Field(
-        default='facts', description='The type of search to perform'
-    )
 
 
 class FactResult(BaseModel):
@@ -24,6 +20,9 @@ class FactResult(BaseModel):
     created_at: datetime
     expired_at: datetime | None
 
+    class Config:
+        json_encoders = {datetime: lambda v: v.astimezone(timezone.utc).isoformat()}
+
 
 class SearchResults(BaseModel):
     facts: list[FactResult]
@@ -32,6 +31,9 @@ class SearchResults(BaseModel):
 class GetMemoryRequest(BaseModel):
     group_id: str = Field(..., description='The group id of the memory to get')
     max_facts: int = Field(default=10, description='The maximum number of facts to retrieve')
+    center_node_uuid: str | None = Field(
+        ..., description='The uuid of the node to center the retrieval on'
+    )
     messages: list[Message] = Field(
         ..., description='The messages to build the retrieval query from '
     )

server/graph_service/routers/ingest.py

@@ -6,7 +6,7 @@
 from graphiti_core.nodes import EpisodeType  # type: ignore
 from graphiti_core.utils import clear_data  # type: ignore
 
-from graph_service.dto import AddMessagesRequest, Message, Result
+from graph_service.dto import AddEntityNodeRequest, AddMessagesRequest, Message, Result
 from graph_service.zep_graphiti import ZepGraphitiDep
 
 
@@ -69,6 +69,20 @@ async def add_messages_task(m: Message):
     return Result(message='Messages added to processing queue', success=True)
 
 
+@router.post('/entity-node', status_code=status.HTTP_201_CREATED)
+async def add_entity_node(
+    request: AddEntityNodeRequest,
+    graphiti: ZepGraphitiDep,
+):
+    node = await graphiti.save_entity_node(
+        uuid=request.uuid,
+        group_id=request.group_id,
+        name=request.name,
+        summary=request.summary,
+    )
+    return node
+
+
 @router.post('/clear', status_code=status.HTTP_200_OK)
 async def clear(
     graphiti: ZepGraphitiDep,

server/graph_service/routers/retrieve.py

@@ -1,3 +1,5 @@
+from datetime import datetime
+
 from fastapi import APIRouter, status
 
 from graph_service.dto import (
@@ -14,23 +16,25 @@
 
 @router.post('/search', status_code=status.HTTP_200_OK)
 async def search(query: SearchQuery, graphiti: ZepGraphitiDep):
-    center_node_uuid: str | None = None
-    if query.search_type == 'user_centered_facts':
-        user_node = await graphiti.get_user_node(query.group_id)
-        if user_node:
-            center_node_uuid = user_node.uuid
     relevant_edges = await graphiti.search(
         group_ids=[query.group_id],
         query=query.query,
         num_results=query.max_facts,
-        center_node_uuid=center_node_uuid,
     )
     facts = [get_fact_result_from_edge(edge) for edge in relevant_edges]
     return SearchResults(
         facts=facts,
     )
 
 
+@router.get('/episodes/{group_id}', status_code=status.HTTP_200_OK)
+async def get_episodes(group_id: str, last_n: int, graphiti: ZepGraphitiDep):
+    episodes = await graphiti.retrieve_episodes(
+        group_ids=[group_id], last_n=last_n, reference_time=datetime.now()
+    )
+    return episodes
+
+
 @router.post('/get-memory', status_code=status.HTTP_200_OK)
 async def get_memory(
     request: GetMemoryRequest,

server/graph_service/zep_graphiti.py

@@ -11,21 +11,26 @@
 
 
 class ZepGraphiti(Graphiti):
-    def __init__(
-        self, uri: str, user: str, password: str, user_id: str, llm_client: LLMClient | None = None
-    ):
+    def __init__(self, uri: str, user: str, password: str, llm_client: LLMClient | None = None):
         super().__init__(uri, user, password, llm_client)
-        self.user_id = user_id
 
-    async def get_user_node(self, user_id: str) -> EntityNode | None: ...
+    async def save_entity_node(self, name: str, uuid: str, group_id: str, summary: str = ''):
+        new_node = EntityNode(
+            name=name,
+            uuid=uuid,
+            group_id=group_id,
+            summary=summary,
+        )
+        await new_node.generate_name_embedding(self.llm_client.get_embedder())
+        await new_node.save(self.driver)
+        return new_node
 
 
 async def get_graphiti(settings: ZepEnvDep):
     client = ZepGraphiti(
         uri=settings.neo4j_uri,
         user=settings.neo4j_user,
         password=settings.neo4j_password,
-        user_id='test1234',
     )
     try:
         yield client