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Python: Add load_dotenv() to samples for .env file support (#4043)

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* Initial plan

* Add load_dotenv() to 303 Python samples for environment variable loading

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Update SAMPLE_GUIDELINES.md to document load_dotenv() requirement

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Update samples README.md to document .env file usage

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Run ruff format on all changed sample files

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Clarify load_dotenv() usage in README - local dev vs production

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Remove deprecated getting_started folder as requested

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Document env_file_path parameter for per-client configuration

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Merge main branch to resolve conflicts

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Fix run_evaluation.py file that was empty in merge commit

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Remove dotnet changes from merge - out of scope for this PR

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Remove package and test changes from merge - only sample changes needed

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Remove test_func_utils.py - only sample changes needed

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Revert sample files not in original changeset - keep only load_dotenv additions

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Move load_dotenv() outside snippet tag in 06_host_your_agent.py

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Fix comment placement - move load_dotenv before code comments

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Fix load_dotenv() placement across all samples - after docstring, before code comments

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Merge latest main branch with load_dotenv changes

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Remove non-sample changes from merge - keep only load_dotenv additions

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Revert non-load_dotenv sample changes from merge

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Fix run_evaluation.py - use main's improved version (file already had load_dotenv)

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Manual update

* Manual update 2

* Fix Role usage and load_dotenv placement per PR review feedback

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Fix Role usage - use string literals not enum attributes

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Fix SAMPLE_GUIDELINES.md example - load_dotenv before docstring per guidance

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Move load_dotenv() before docstrings in all samples per SAMPLE_GUIDELINES ordering

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Address PR review: rename files, fix placement, add session usage, remove note

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Update Redis README to reference renamed file redis_history_provider.py

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
Co-authored-by: Tao Chen <taochen@microsoft.com>
Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
This commit is contained in:
Copilot
2026-02-19 10:55:13 +00:00
committed by GitHub
co-authored by TaoChenOSU eavanvalkenburg copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Tao Chen Eduard van Valkenburg
parent 3ea9c5fa5d
commit b05fc9e849
317 changed files with 1654 additions and 479 deletions
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python/samples/05-end-to-end/chatkit-integration/app.py
+4
View File
@@ -51,6 +51,7 @@ from chatkit.types import (
WidgetItem,
)
from chatkit.widgets import WidgetRoot
from dotenv import load_dotenv
from fastapi import FastAPI, File, Request, UploadFile
from fastapi.middleware.cors import CORSMiddleware
from fastapi.responses import FileResponse, JSONResponse, Response, StreamingResponse
@@ -64,6 +65,9 @@ from weather_widget import (
weather_widget_copy_text,
)
# Load environment variables from .env file
load_dotenv()
# ============================================================================
# Configuration Constants
# ============================================================================
python/samples/05-end-to-end/hosted_agents/agent_with_hosted_mcp/main.py
+4
View File
@@ -3,6 +3,10 @@
from agent_framework.azure import AzureOpenAIChatClient
from azure.ai.agentserver.agentframework import from_agent_framework # pyright: ignore[reportUnknownVariableType]
from azure.identity import DefaultAzureCredential
from dotenv import load_dotenv
# Load environment variables from .env file
load_dotenv()
def main():
python/samples/05-end-to-end/hosted_agents/agent_with_text_search_rag/main.py
+6 -5
View File
@@ -9,6 +9,7 @@ from agent_framework import AgentSession, BaseContextProvider, Message, SessionC
from agent_framework.azure import AzureOpenAIChatClient
from azure.ai.agentserver.agentframework import from_agent_framework # pyright: ignore[reportUnknownVariableType]
from azure.identity import DefaultAzureCredential
from dotenv import load_dotenv
if sys.version_info >= (3, 12):
from typing import override
@@ -16,6 +17,10 @@ else:
from typing_extensions import override
# Load environment variables from .env file
load_dotenv()
@dataclass
class TextSearchResult:
source_name: str
@@ -94,11 +99,7 @@ class TextSearchContextProvider(BaseContextProvider):
context.extend_messages(
self.source_id,
[
Message(
role="user", text="\n\n".join(json.dumps(result.__dict__, indent=2) for result in results)
)
],
[Message(role="user", text="\n\n".join(json.dumps(result.__dict__, indent=2) for result in results))],
)
python/samples/05-end-to-end/hosted_agents/agents_in_workflow/main.py
+4
View File
@@ -4,6 +4,10 @@ from agent_framework.azure import AzureOpenAIChatClient
from agent_framework_orchestrations import ConcurrentBuilder
from azure.ai.agentserver.agentframework import from_agent_framework
from azure.identity import DefaultAzureCredential # pyright: ignore[reportUnknownVariableType]
from dotenv import load_dotenv
# Load environment variables from .env file
load_dotenv()
def main():
python/samples/05-end-to-end/m365-agent/m365_agent_demo/app.py
+4
View File
@@ -22,6 +22,7 @@ from agent_framework import Agent, tool
from agent_framework.openai import OpenAIChatClient
from aiohttp import web
from aiohttp.web_middlewares import middleware
from dotenv import load_dotenv
from microsoft_agents.activity import load_configuration_from_env
from microsoft_agents.authentication.msal import MsalConnectionManager
from microsoft_agents.hosting.aiohttp import CloudAdapter, start_agent_process
@@ -36,6 +37,9 @@ from microsoft_agents.hosting.core import (
)
from pydantic import Field
# Load environment variables from .env file
load_dotenv()
"""
Demo application using Microsoft Agent 365 SDK.
python/samples/05-end-to-end/purview_agent/sample_purview_agent.py
+6 -6
View File
@@ -37,6 +37,10 @@ from azure.identity import (
CertificateCredential,
InteractiveBrowserCredential,
)
from dotenv import load_dotenv
# Load environment variables from .env file
load_dotenv()
JOKER_NAME = "Joker"
JOKER_INSTRUCTIONS = "You are good at telling jokes. Keep responses concise."
@@ -164,9 +168,7 @@ async def run_with_agent_middleware() -> None:
print("First response (agent middleware):\n", first)
second: AgentResponse = await agent.run(
Message(
role="user", text="That was funny. Tell me another one.", additional_properties={"user_id": user_id}
)
Message(role="user", text="That was funny. Tell me another one.", additional_properties={"user_id": user_id})
)
print("Second response (agent middleware):\n", second)
@@ -252,9 +254,7 @@ async def run_with_custom_cache_provider() -> None:
print("Using SimpleDictCacheProvider")
first: AgentResponse = await agent.run(
Message(
role="user", text="Tell me a joke about a programmer.", additional_properties={"user_id": user_id}
)
Message(role="user", text="Tell me a joke about a programmer.", additional_properties={"user_id": user_id})
)
print("First response (custom provider):\n", first)
python/samples/05-end-to-end/workflow_evaluation/_tools.py
+113 -114
View File
@@ -37,7 +37,7 @@ def search_hotels(
"distance_to_eiffel_tower": "0.3 miles",
"amenities": ["WiFi", "Breakfast", "Eiffel Tower View", "Concierge"],
"availability": "Available",
"address": "35 Rue Benjamin Franklin, 16th arr., Paris"
"address": "35 Rue Benjamin Franklin, 16th arr., Paris",
},
{
"name": "Mercure Paris Centre Tour Eiffel",
@@ -47,7 +47,7 @@ def search_hotels(
"distance_to_eiffel_tower": "0.5 miles",
"amenities": ["WiFi", "Restaurant", "Bar", "Gym", "Air Conditioning"],
"availability": "Available",
"address": "20 Rue Jean Rey, 15th arr., Paris"
"address": "20 Rue Jean Rey, 15th arr., Paris",
},
{
"name": "Pullman Paris Tour Eiffel",
@@ -57,8 +57,8 @@ def search_hotels(
"distance_to_eiffel_tower": "0.2 miles",
"amenities": ["WiFi", "Spa", "Gym", "Restaurant", "Rooftop Bar", "Concierge"],
"availability": "Limited",
"address": "18 Avenue de Suffren, 15th arr., Paris"
}
"address": "18 Avenue de Suffren, 15th arr., Paris",
},
]
else:
mock_hotels = [
@@ -67,7 +67,7 @@ def search_hotels(
"rating": 4.5,
"price_per_night": "$150",
"amenities": ["WiFi", "Pool", "Gym", "Restaurant"],
"availability": "Available"
"availability": "Available",
}
]
@@ -78,7 +78,7 @@ def search_hotels(
"guests": guests,
"hotels_found": len(mock_hotels),
"hotels": mock_hotels,
"note": "Hotel search results matching your query"
"note": "Hotel search results matching your query",
})
@@ -104,10 +104,10 @@ def get_hotel_details(
"recent_comments": [
"Amazing location! Walked to Eiffel Tower in 5 minutes.",
"Staff was incredibly helpful with restaurant recommendations.",
"Rooms are cozy and clean with great views."
]
"Rooms are cozy and clean with great views.",
],
},
"nearby_attractions": ["Eiffel Tower (0.3 mi)", "Trocadéro Gardens (0.2 mi)", "Seine River (0.4 mi)"]
"nearby_attractions": ["Eiffel Tower (0.3 mi)", "Trocadéro Gardens (0.2 mi)", "Seine River (0.4 mi)"],
},
"Mercure Paris Centre Tour Eiffel": {
"description": "Modern hotel with contemporary rooms and excellent dining options. Close to metro stations.",
@@ -119,10 +119,10 @@ def get_hotel_details(
"recent_comments": [
"Great value for money, clean and comfortable.",
"Restaurant had excellent French cuisine.",
"Easy access to public transportation."
]
"Easy access to public transportation.",
],
},
"nearby_attractions": ["Eiffel Tower (0.5 mi)", "Champ de Mars (0.4 mi)", "Les Invalides (0.8 mi)"]
"nearby_attractions": ["Eiffel Tower (0.5 mi)", "Champ de Mars (0.4 mi)", "Les Invalides (0.8 mi)"],
},
"Pullman Paris Tour Eiffel": {
"description": "Luxury hotel offering panoramic views, upscale amenities, and exceptional service. Ideal for a premium experience.",
@@ -134,27 +134,27 @@ def get_hotel_details(
"recent_comments": [
"Rooftop bar has the best Eiffel Tower views in Paris!",
"Luxurious rooms with every amenity you could want.",
"Worth the price for the location and service."
]
"Worth the price for the location and service.",
],
},
"nearby_attractions": ["Eiffel Tower (0.2 mi)", "Seine River Cruise Dock (0.3 mi)", "Trocadéro (0.5 mi)"]
}
"nearby_attractions": ["Eiffel Tower (0.2 mi)", "Seine River Cruise Dock (0.3 mi)", "Trocadéro (0.5 mi)"],
},
}
details = hotel_details.get(hotel_name, {
"name": hotel_name,
"description": "Comfortable hotel with modern amenities",
"check_in_time": "3:00 PM",
"check_out_time": "11:00 AM",
"cancellation_policy": "Standard cancellation policy applies",
"reviews": {"total": 0, "recent_comments": []},
"nearby_attractions": []
})
details = hotel_details.get(
hotel_name,
{
"name": hotel_name,
"description": "Comfortable hotel with modern amenities",
"check_in_time": "3:00 PM",
"check_out_time": "11:00 AM",
"cancellation_policy": "Standard cancellation policy applies",
"reviews": {"total": 0, "recent_comments": []},
"nearby_attractions": [],
},
)
return json.dumps({
"hotel_name": hotel_name,
"details": details
})
return json.dumps({"hotel_name": hotel_name, "details": details})
# Mock flight search tool
@@ -185,7 +185,7 @@ def search_flights(
"duration": "7h 45m",
"aircraft": "Boeing 777-300ER",
"class": "Economy",
"price": "$520"
"price": "$520",
},
"return": {
"flight_number": "AF008",
@@ -195,11 +195,11 @@ def search_flights(
"duration": "8h 15m",
"aircraft": "Airbus A350-900",
"class": "Economy",
"price": "Included"
"price": "Included",
},
"total_price": "$520",
"stops": "Nonstop",
"baggage": "1 checked bag included"
"baggage": "1 checked bag included",
},
{
"outbound": {
@@ -210,7 +210,7 @@ def search_flights(
"duration": "7h 50m",
"aircraft": "Airbus A330-900neo",
"class": "Economy",
"price": "$485"
"price": "$485",
},
"return": {
"flight_number": "DL265",
@@ -220,11 +220,11 @@ def search_flights(
"duration": "8h 15m",
"aircraft": "Airbus A330-900neo",
"class": "Economy",
"price": "Included"
"price": "Included",
},
"total_price": "$485",
"stops": "Nonstop",
"baggage": "1 checked bag included"
"baggage": "1 checked bag included",
},
{
"outbound": {
@@ -235,7 +235,7 @@ def search_flights(
"duration": "7h 50m",
"aircraft": "Boeing 767-400ER",
"class": "Economy",
"price": "$560"
"price": "$560",
},
"return": {
"flight_number": "UA58",
@@ -245,15 +245,17 @@ def search_flights(
"duration": "8h 15m",
"aircraft": "Boeing 787-10",
"class": "Economy",
"price": "Included"
"price": "Included",
},
"total_price": "$560",
"stops": "Nonstop",
"baggage": "1 checked bag included"
}
"baggage": "1 checked bag included",
},
]
else:
mock_flights = [{"flight_number": "XX123", "airline": "Generic Air", "price": "$400", "note": "Generic route"}]
mock_flights = [
{"flight_number": "XX123", "airline": "Generic Air", "price": "$400", "note": "Generic route"}
]
else:
mock_flights = [
{
@@ -264,10 +266,10 @@ def search_flights(
"arrival": f"{departure_date} at 2:30 PM",
"duration": "5h 30m",
"class": "Economy",
"price": "$350"
"price": "$350",
},
"total_price": "$350",
"stops": "Nonstop"
"stops": "Nonstop",
}
]
@@ -279,7 +281,7 @@ def search_flights(
"passengers": passengers,
"flights_found": len(mock_flights),
"flights": mock_flights,
"note": "Flight search results for JFK to Paris CDG"
"note": "Flight search results for JFK to Paris CDG",
})
@@ -302,25 +304,20 @@ def get_flight_details(
"airport": "JFK International Airport",
"terminal": "Terminal 4",
"gate": "B23",
"time": "08:00 AM"
"time": "08:00 AM",
},
"arrival": {
"airport": "Charles de Gaulle Airport",
"terminal": "Terminal 2E",
"gate": "K15",
"time": "11:30 AM local time"
"time": "11:30 AM local time",
},
"duration": "3h 30m",
"baggage_allowance": {
"carry_on": "1 bag (10kg)",
"checked": "1 bag (23kg)"
},
"amenities": ["WiFi", "In-flight entertainment", "Meals included"]
"baggage_allowance": {"carry_on": "1 bag (10kg)", "checked": "1 bag (23kg)"},
"amenities": ["WiFi", "In-flight entertainment", "Meals included"],
}
return json.dumps({
"flight_details": mock_details
})
return json.dumps({"flight_details": mock_details})
# Mock activity search tool
@@ -328,7 +325,9 @@ def get_flight_details(
def search_activities(
location: Annotated[str, Field(description="City or region to search for activities.")],
date: Annotated[str | None, Field(description="Date for the activity (e.g., 'December 16, 2025').")] = None,
category: Annotated[str | None, Field(description="Activity category (e.g., 'Sightseeing', 'Culture', 'Culinary').")] = None,
category: Annotated[
str | None, Field(description="Activity category (e.g., 'Sightseeing', 'Culture', 'Culinary').")
] = None,
) -> str:
"""Search for available activities and attractions at a destination.
@@ -348,7 +347,7 @@ def search_activities(
"description": "Skip-the-line access to all three levels including the summit. Best views of Paris!",
"availability": "Daily 9:30 AM - 11:00 PM",
"best_time": "Early morning or sunset",
"booking_required": True
"booking_required": True,
},
{
"name": "Louvre Museum Guided Tour",
@@ -359,7 +358,7 @@ def search_activities(
"description": "Expert-guided tour covering masterpieces including Mona Lisa and Venus de Milo.",
"availability": "Daily except Tuesdays, 9:00 AM entry",
"best_time": "Morning entry recommended",
"booking_required": True
"booking_required": True,
},
{
"name": "Seine River Cruise",
@@ -370,7 +369,7 @@ def search_activities(
"description": "Scenic cruise past Notre-Dame, Eiffel Tower, and historic bridges.",
"availability": "Every 30 minutes, 10:00 AM - 10:00 PM",
"best_time": "Evening for illuminated monuments",
"booking_required": False
"booking_required": False,
},
{
"name": "Musée d'Orsay Visit",
@@ -381,7 +380,7 @@ def search_activities(
"description": "Impressionist masterpieces in a stunning Beaux-Arts railway station.",
"availability": "Tuesday-Sunday 9:30 AM - 6:00 PM",
"best_time": "Weekday mornings",
"booking_required": True
"booking_required": True,
},
{
"name": "Versailles Palace Day Trip",
@@ -392,7 +391,7 @@ def search_activities(
"description": "Explore the opulent palace and stunning gardens of Louis XIV (includes transport).",
"availability": "Daily except Mondays, 8:00 AM departure",
"best_time": "Full day trip",
"booking_required": True
"booking_required": True,
},
{
"name": "Montmartre Walking Tour",
@@ -403,7 +402,7 @@ def search_activities(
"description": "Discover the artistic heart of Paris, including Sacré-Cœur and artists' square.",
"availability": "Daily at 10:00 AM and 2:00 PM",
"best_time": "Morning or late afternoon",
"booking_required": False
"booking_required": False,
},
{
"name": "French Cooking Class",
@@ -414,7 +413,7 @@ def search_activities(
"description": "Learn to make classic French dishes like coq au vin and crème brûlée, then enjoy your creations.",
"availability": "Tuesday-Saturday, 10:00 AM and 6:00 PM sessions",
"best_time": "Morning or evening sessions",
"booking_required": True
"booking_required": True,
},
{
"name": "Wine & Cheese Tasting",
@@ -425,7 +424,7 @@ def search_activities(
"description": "Sample French wines and artisanal cheeses with expert sommelier guidance.",
"availability": "Daily at 5:00 PM and 7:30 PM",
"best_time": "Evening sessions",
"booking_required": True
"booking_required": True,
},
{
"name": "Food Market Tour",
@@ -436,8 +435,8 @@ def search_activities(
"description": "Explore authentic Parisian markets and taste local specialties like cheeses, pastries, and charcuterie.",
"availability": "Tuesday, Thursday, Saturday mornings",
"best_time": "Morning (markets are freshest)",
"booking_required": False
}
"booking_required": False,
},
]
activities = [act for act in all_activities if act["category"] == category] if category else all_activities
@@ -450,7 +449,7 @@ def search_activities(
"price": "$45",
"rating": 4.7,
"description": "Explore the historic downtown area with an expert guide",
"availability": "Daily at 10:00 AM and 2:00 PM"
"availability": "Daily at 10:00 AM and 2:00 PM",
}
]
@@ -460,7 +459,7 @@ def search_activities(
"category": category,
"activities_found": len(activities),
"activities": activities,
"note": "Activity search results for Paris with sightseeing, culture, and culinary options"
"note": "Activity search results for Paris with sightseeing, culture, and culinary options",
})
@@ -489,56 +488,68 @@ def get_activity_details(
"languages": ["English", "French", "Spanish", "German", "Italian"],
"max_group_size": "No limit",
"rating": 4.8,
"reviews_count": 15234
"reviews_count": 15234,
},
"Louvre Museum Guided Tour": {
"name": "Louvre Museum Guided Tour",
"description": "Expert-guided tour of the world's largest art museum, focusing on must-see masterpieces including Mona Lisa, Venus de Milo, and Winged Victory.",
"duration": "3 hours",
"price": "$55 per person",
"included": ["Skip-the-line entry", "Expert art historian guide", "Headsets for groups over 6", "Museum highlights map"],
"included": [
"Skip-the-line entry",
"Expert art historian guide",
"Headsets for groups over 6",
"Museum highlights map",
],
"meeting_point": "Glass Pyramid main entrance, look for guide with 'Louvre Tours' sign",
"what_to_bring": ["Photo ID", "Comfortable shoes", "Camera (no flash)", "Water bottle"],
"cancellation_policy": "Free cancellation up to 48 hours in advance",
"languages": ["English", "French", "Spanish"],
"max_group_size": 20,
"rating": 4.7,
"reviews_count": 8921
"reviews_count": 8921,
},
"French Cooking Class": {
"name": "French Cooking Class",
"description": "Hands-on cooking experience where you'll learn to prepare classic French dishes like coq au vin, ratatouille, and crème brûlée under expert chef guidance.",
"duration": "3 hours",
"price": "$120 per person",
"included": ["All ingredients", "Chef instruction", "Apron and recipe booklet", "Wine pairing", "Lunch/dinner of your creations"],
"included": [
"All ingredients",
"Chef instruction",
"Apron and recipe booklet",
"Wine pairing",
"Lunch/dinner of your creations",
],
"meeting_point": "Le Chef Cooking Studio, 15 Rue du Bac, 7th arrondissement",
"what_to_bring": ["Appetite", "Camera for food photos"],
"cancellation_policy": "Free cancellation up to 72 hours in advance",
"languages": ["English", "French"],
"max_group_size": 12,
"rating": 4.9,
"reviews_count": 2341
}
"reviews_count": 2341,
},
}
details = activity_details_map.get(activity_name, {
"name": activity_name,
"description": "An immersive experience that showcases the best of local culture and attractions.",
"duration": "3 hours",
"price": "$45 per person",
"included": ["Professional guide", "Entry fees"],
"meeting_point": "Central meeting location",
"what_to_bring": ["Comfortable shoes", "Camera"],
"cancellation_policy": "Free cancellation up to 24 hours in advance",
"languages": ["English"],
"max_group_size": 15,
"rating": 4.5,
"reviews_count": 100
})
details = activity_details_map.get(
activity_name,
{
"name": activity_name,
"description": "An immersive experience that showcases the best of local culture and attractions.",
"duration": "3 hours",
"price": "$45 per person",
"included": ["Professional guide", "Entry fees"],
"meeting_point": "Central meeting location",
"what_to_bring": ["Comfortable shoes", "Camera"],
"cancellation_policy": "Free cancellation up to 24 hours in advance",
"languages": ["English"],
"max_group_size": 15,
"rating": 4.5,
"reviews_count": 100,
},
)
return json.dumps({
"activity_details": details
})
return json.dumps({"activity_details": details})
# Mock booking confirmation tool
@@ -566,13 +577,11 @@ def confirm_booking(
"next_steps": [
"Check your email for booking details",
"Arrive 30 minutes before scheduled time",
"Bring confirmation number and valid ID"
]
"Bring confirmation number and valid ID",
],
}
return json.dumps({
"confirmation": confirmation_data
})
return json.dumps({"confirmation": confirmation_data})
# Mock hotel availability check tool
@@ -602,12 +611,10 @@ def check_hotel_availability(
"status": availability_status,
"available_rooms": 8,
"price_per_night": "$185",
"last_checked": datetime.now().isoformat()
"last_checked": datetime.now().isoformat(),
}
return json.dumps({
"availability": availability_data
})
return json.dumps({"availability": availability_data})
# Mock flight availability check tool
@@ -635,12 +642,10 @@ def check_flight_availability(
"status": availability_status,
"available_seats": 45,
"price_per_passenger": "$520",
"last_checked": datetime.now().isoformat()
"last_checked": datetime.now().isoformat(),
}
return json.dumps({
"availability": availability_data
})
return json.dumps({"availability": availability_data})
# Mock activity availability check tool
@@ -668,12 +673,10 @@ def check_activity_availability(
"status": availability_status,
"available_spots": 15,
"price_per_person": "$45",
"last_checked": datetime.now().isoformat()
"last_checked": datetime.now().isoformat(),
}
return json.dumps({
"availability": availability_data
})
return json.dumps({"availability": availability_data})
# Mock payment processing tool
@@ -701,12 +704,10 @@ def process_payment(
"last_4_digits": payment_method.get("last_4", "****"),
"booking_reference": booking_reference,
"timestamp": datetime.now().isoformat(),
"receipt_url": f"https://payments.travelagency.com/receipt/{transaction_id}"
"receipt_url": f"https://payments.travelagency.com/receipt/{transaction_id}",
}
return json.dumps({
"payment_result": payment_result
})
return json.dumps({"payment_result": payment_result})
# Mock payment validation tool
@@ -742,9 +743,7 @@ def validate_payment_method(
"payment_method_type": method_type,
"validation_messages": validation_messages if not is_valid else ["Payment method is valid"],
"supported_currencies": ["USD", "EUR", "GBP", "JPY"],
"processing_fee": "2.5%"
"processing_fee": "2.5%",
}
return json.dumps({
"validation_result": validation_result
})
return json.dumps({"validation_result": validation_result})
python/samples/05-end-to-end/workflow_evaluation/run_evaluation.py
+3 -8
View File
@@ -162,15 +162,13 @@ def run_evaluation(
"data_mapping": {"response_id": "{{item.resp_id}}"},
"source": {
"type": "file_content",
"content": [{"item": {"resp_id": resp_id}} for resp_id in selected_response_ids]
"content": [{"item": {"resp_id": resp_id}} for resp_id in selected_response_ids],
},
},
}
eval_run = openai_client.evals.runs.create(
eval_id=eval_object.id,
name="Multi-Agent Response Evaluation",
data_source=data_source
eval_id=eval_object.id, name="Multi-Agent Response Evaluation", data_source=data_source
)
print(f"Evaluation run created: {eval_run.id}")
@@ -183,10 +181,7 @@ def monitor_evaluation(openai_client: OpenAI, eval_object: EvalCreateResponse, e
print("Waiting for evaluation to complete...")
while eval_run.status not in ["completed", "failed"]:
eval_run = openai_client.evals.runs.retrieve(
run_id=eval_run.id,
eval_id=eval_object.id
)
eval_run = openai_client.evals.runs.retrieve(run_id=eval_run.id, eval_id=eval_object.id)
print(f"Status: {eval_run.status}")
time.sleep(5)