add created_at and updated_at to the cosmos users collection

.github/workflows/python-lint-format.yaml

@@ -17,7 +17,7 @@ permissions:
   contents: read
 
 jobs:
-    checks-format:
+    check-format-lint:
         runs-on: ubuntu-latest
         steps:
         - uses: actions/checkout@v4

.github/workflows/python-static-analysis.yaml

@@ -17,7 +17,7 @@ permissions:
   contents: read
 
 jobs:
-    checks-format:
+    check-static-analysis:
         runs-on: ubuntu-latest
         steps:
         - uses: actions/checkout@v4

rag-azure-openai-cosmosdb-langchain-notebook.ipynb

@@ -110,9 +110,10 @@
     }
    ],
    "source": [
-    "from pymongo import MongoClient\n",
     "from urllib.parse import quote_plus\n",
     "\n",
+    "from pymongo import MongoClient\n",
+    "\n",
     "# Read and Store Environment variables\n",
     "mongo_connection_string = os.getenv(\"AZURE_COSMOS_CONNECTION_STRING\", \"<YOUR-COSMOS-DB-CONNECTION-STRING>\")\n",
     "mongo_username = quote_plus(os.getenv(\"AZURE_COSMOS_USERNAME\"))\n",
@@ -433,7 +434,6 @@
    "source": [
     "from langchain.prompts import ChatPromptTemplate\n",
     "\n",
-    "\n",
     "REPHRASE_PROMPT = \"\"\"\\\n",
     "Given the following conversation and a follow up question, rephrase the follow up \\\n",
     "question to be a standalone question.\n",

src/quartapp/approaches/setup.py

@@ -2,7 +2,7 @@
 
 from langchain_community.vectorstores import AzureCosmosDBVectorSearch
 from langchain_openai import AzureChatOpenAI, AzureOpenAIEmbeddings
-from pydantic.v1 import SecretStr
+from pydantic.types import SecretStr
 from pymongo.collection import Collection
 
 from quartapp.approaches.keyword import KeyWord

src/quartapp/approaches/utils.py

@@ -1,6 +1,6 @@
 from langchain_community.vectorstores import AzureCosmosDBVectorSearch
 from langchain_openai import AzureChatOpenAI, AzureOpenAIEmbeddings
-from pydantic.v1 import SecretStr
+from pydantic.types import SecretStr
 from pymongo import MongoClient
 from pymongo.collection import Collection
 from pymongo.errors import ServerSelectionTimeoutError

src/quartapp/config_base.py

@@ -1,10 +1,11 @@
 import json
 import os
 from abc import ABC, abstractmethod
+from datetime import datetime, timezone
 from urllib.parse import quote_plus
 
 from langchain_core.documents import Document
-from pydantic.v1 import SecretStr
+from pydantic.types import SecretStr
 from pymongo.errors import (
     ConfigurationError,
     InvalidName,
@@ -63,7 +64,12 @@ async def add_to_cosmos(
                     raise IndexError
                 old_messages.append(new_message)
                 self.setup._database_setup._users_collection.insert_one(
-                    {"_id": new_session_state, "messages": old_messages}
+                    {
+                        "_id": new_session_state,
+                        "messages": old_messages,
+                        "created_at": datetime.now(timezone.utc),  # noqa: UP017
+                        "updated_at": datetime.now(timezone.utc),  # noqa: UP017
+                    }
                 )
                 return True
             except (AttributeError, ConfigurationError, InvalidName, InvalidOperation, OperationFailure, IndexError):
@@ -73,10 +79,12 @@ async def add_to_cosmos(
                 if len(old_messages) == 0 or len(new_message) == 0 or len(new_session_state) == 0:
                     raise IndexError
                 self.setup._database_setup._users_collection.update_one(
-                    {"_id": new_session_state}, {"$push": {"messages": old_messages[-1]}}
+                    {"_id": new_session_state},
+                    {"$push": {"messages": {"$each": [old_messages[-1], new_message]}}},  # noqa: UP017
                 )
                 self.setup._database_setup._users_collection.update_one(
-                    {"_id": new_session_state}, {"$push": {"messages": new_message}}
+                    {"_id": new_session_state},
+                    {"$set": {"updated_at": datetime.now(timezone.utc)}},  # noqa: UP017
                 )
                 return True
             except (AttributeError, ConfigurationError, InvalidName, InvalidOperation, OperationFailure, IndexError):

tests/conftest.py

@@ -17,7 +17,7 @@
     Choice,
 )
 from openai.types.create_embedding_response import Usage
-from pydantic.v1 import SecretStr
+from pydantic.types import SecretStr
 
 import quartapp
 from quartapp.app import create_app