agent-framework-azure-ai-py

Name: agent-framework-azure-ai-py
Author: sickn33

44kstars6.5kforks

How to install agent-framework-azure-ai-py?

sickn33/agentic-awesome-skills/agent-framework-azure-ai-py

$npx -y skills add sickn33/agentic-awesome-skills --skill agent-framework-azure-ai-py

Installs into the current project.

Summary

Build persistent agents on Azure AI Foundry using the Microsoft Agent Framework Python SDK.

Files · 1

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SKILL.md

1	# Agent Framework Azure Hosted Agents
2
3	Build persistent agents on Azure AI Foundry using the Microsoft Agent Framework Python SDK.
4
5	## Architecture
6
7	```
8	User Query → AzureAIAgentsProvider → Azure AI Agent Service (Persistent)
9	↓
10	Agent.run() / Agent.run_stream()
11	↓
12	Tools: Functions \| Hosted (Code/Search/Web) \| MCP
13	↓
14	AgentThread (conversation persistence)
15	```
16
17	## Installation
18
19	```bash
20	# Full framework (recommended)
21	pip install agent-framework --pre
22
23	# Or Azure-specific package only
24	pip install agent-framework-azure-ai --pre
25	```
26
27	## Environment Variables
28
29	```bash
30	export AZURE_AI_PROJECT_ENDPOINT="https://<project>.services.ai.azure.com/api/projects/<project-id>"
31	export AZURE_AI_MODEL_DEPLOYMENT_NAME="gpt-4o-mini"
32	export BING_CONNECTION_ID="your-bing-connection-id" # For web search
33	```
34
35	## Authentication
36
37	```python
38	from azure.identity.aio import AzureCliCredential, DefaultAzureCredential
39
40	# Development
41	credential = AzureCliCredential()
42
43	# Production
44	credential = DefaultAzureCredential()
45	```
46
47	## Core Workflow
48
49	### Basic Agent
50
51	```python
52	import asyncio
53	from agent_framework.azure import AzureAIAgentsProvider
54	from azure.identity.aio import AzureCliCredential
55
56	async def main():
57	async with (
58	AzureCliCredential() as credential,
59	AzureAIAgentsProvider(credential=credential) as provider,
60	):
61	agent = await provider.create_agent(
62	name="MyAgent",
63	instructions="You are a helpful assistant.",
64	)
65
66	result = await agent.run("Hello!")
67	print(result.text)
68
69	asyncio.run(main())
70	```
71
72	### Agent with Function Tools
73
74	```python
75	from typing import Annotated
76	from pydantic import Field
77	from agent_framework.azure import AzureAIAgentsProvider
78	from azure.identity.aio import AzureCliCredential
79
80	def get_weather(
81	location: Annotated[str, Field(description="City name to get weather for")],
82	) -> str:
83	"""Get the current weather for a location."""
84	return f"Weather in {location}: 72°F, sunny"
85
86	def get_current_time() -> str:
87	"""Get the current UTC time."""
88	from datetime import datetime, timezone
89	return datetime.now(timezone.utc).strftime("%Y-%m-%d %H:%M:%S UTC")
90
91	async def main():
92	async with (
93	AzureCliCredential() as credential,
94	AzureAIAgentsProvider(credential=credential) as provider,
95	):
96	agent = await provider.create_agent(
97	name="WeatherAgent",
98	instructions="You help with weather and time queries.",
99	tools=[get_weather, get_current_time], # Pass functions directly
100	)
101
102	result = await agent.run("What's the weather in Seattle?")
103	print(result.text)
104	```
105
106	### Agent with Hosted Tools
107
108	```python
109	from agent_framework import (
110	HostedCodeInterpreterTool,
111	HostedFileSearchTool,
112	HostedWebSearchTool,
113	)
114	from agent_framework.azure import AzureAIAgentsProvider
115	from azure.identity.aio import AzureCliCredential
116
117	async def main():
118	async with (
119	AzureCliCredential() as credential,
120	AzureAIAgentsProvider(credential=credential) as provider,
121	):
122	agent = await provider.create_agent(
123	name="MultiToolAgent",
124	instructions="You can execute code, search files, and search the web.",
125	tools=[
126	HostedCodeInterpreterTool(),
127	HostedWebSearchTool(name="Bing"),
128	],
129	)
130
131	result = await agent.run("Calculate the factorial of 20 in Python")
132	print(result.text)
133	```
134
135	### Streaming Responses
136
137	```python
138	async def main():
139	async with (
140	AzureCliCredential() as credential,
141	AzureAIAgentsProvider(credential=credential) as provider,
142	):
143	agent = await provider.create_agent(
144	name="StreamingAgent",
145	instructions="You are a helpful assistant.",
146	)
147
148	print("Agent: ", end="", flush=True)
149	async for chunk in agent.run_stream("Tell me a short story"):
150	if chunk.text:
151	print(chunk.text, end="", flush=True)
152	print()
153	```
154
155	### Conversation Threads
156
157	```python
158	from agent_framework.azure import AzureAIAgentsProvider
159	from azure.identity.aio import AzureCliCredential
160
161	async def main():
162	async with (
163	AzureCliCredential() as credential,
164	AzureAIAgentsProvider(credential=credential) as provider,
165	):
166	agent = await provider.create_agent(
167	name="ChatAgent",
168	instructions="You are a helpful assistant.",
169	tools=[get_weather],
170	)
171
172	# Create thread for conversation persistence
173	thread = agent.get_new_thread()
174
175	# First turn
176	result1 = await agent.run("What'

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agent-framework-azure-ai-py

44kstars6.5kforks

View on GitHub

How to install agent-framework-azure-ai-py?

sickn33/agentic-awesome-skills/agent-framework-azure-ai-py

$npx -y skills add sickn33/agentic-awesome-skills --skill agent-framework-azure-ai-py

Installs into the current project.

Summary

Build persistent agents on Azure AI Foundry using the Microsoft Agent Framework Python SDK.

Files · 1

View on GitHub

SKILL.md

1	# Agent Framework Azure Hosted Agents
2
3	Build persistent agents on Azure AI Foundry using the Microsoft Agent Framework Python SDK.
4
5	## Architecture
6
7	```
8	User Query → AzureAIAgentsProvider → Azure AI Agent Service (Persistent)
9	↓
10	Agent.run() / Agent.run_stream()
11	↓
12	Tools: Functions \| Hosted (Code/Search/Web) \| MCP
13	↓
14	AgentThread (conversation persistence)
15	```
16
17	## Installation
18
19	```bash
20	# Full framework (recommended)
21	pip install agent-framework --pre
22
23	# Or Azure-specific package only
24	pip install agent-framework-azure-ai --pre
25	```
26
27	## Environment Variables
28
29	```bash
30	export AZURE_AI_PROJECT_ENDPOINT="https://<project>.services.ai.azure.com/api/projects/<project-id>"
31	export AZURE_AI_MODEL_DEPLOYMENT_NAME="gpt-4o-mini"
32	export BING_CONNECTION_ID="your-bing-connection-id" # For web search
33	```
34
35	## Authentication
36
37	```python
38	from azure.identity.aio import AzureCliCredential, DefaultAzureCredential
39
40	# Development
41	credential = AzureCliCredential()
42
43	# Production
44	credential = DefaultAzureCredential()
45	```
46
47	## Core Workflow
48
49	### Basic Agent
50
51	```python
52	import asyncio
53	from agent_framework.azure import AzureAIAgentsProvider
54	from azure.identity.aio import AzureCliCredential
55
56	async def main():
57	async with (
58	AzureCliCredential() as credential,
59	AzureAIAgentsProvider(credential=credential) as provider,
60	):
61	agent = await provider.create_agent(
62	name="MyAgent",
63	instructions="You are a helpful assistant.",
64	)
65
66	result = await agent.run("Hello!")
67	print(result.text)
68
69	asyncio.run(main())
70	```
71
72	### Agent with Function Tools
73
74	```python
75	from typing import Annotated
76	from pydantic import Field
77	from agent_framework.azure import AzureAIAgentsProvider
78	from azure.identity.aio import AzureCliCredential
79
80	def get_weather(
81	location: Annotated[str, Field(description="City name to get weather for")],
82	) -> str:
83	"""Get the current weather for a location."""
84	return f"Weather in {location}: 72°F, sunny"
85
86	def get_current_time() -> str:
87	"""Get the current UTC time."""
88	from datetime import datetime, timezone
89	return datetime.now(timezone.utc).strftime("%Y-%m-%d %H:%M:%S UTC")
90
91	async def main():
92	async with (
93	AzureCliCredential() as credential,
94	AzureAIAgentsProvider(credential=credential) as provider,
95	):
96	agent = await provider.create_agent(
97	name="WeatherAgent",
98	instructions="You help with weather and time queries.",
99	tools=[get_weather, get_current_time], # Pass functions directly
100	)
101
102	result = await agent.run("What's the weather in Seattle?")
103	print(result.text)
104	```
105
106	### Agent with Hosted Tools
107
108	```python
109	from agent_framework import (
110	HostedCodeInterpreterTool,
111	HostedFileSearchTool,
112	HostedWebSearchTool,
113	)
114	from agent_framework.azure import AzureAIAgentsProvider
115	from azure.identity.aio import AzureCliCredential
116
117	async def main():
118	async with (
119	AzureCliCredential() as credential,
120	AzureAIAgentsProvider(credential=credential) as provider,
121	):
122	agent = await provider.create_agent(
123	name="MultiToolAgent",
124	instructions="You can execute code, search files, and search the web.",
125	tools=[
126	HostedCodeInterpreterTool(),
127	HostedWebSearchTool(name="Bing"),
128	],
129	)
130
131	result = await agent.run("Calculate the factorial of 20 in Python")
132	print(result.text)
133	```
134
135	### Streaming Responses
136
137	```python
138	async def main():
139	async with (
140	AzureCliCredential() as credential,
141	AzureAIAgentsProvider(credential=credential) as provider,
142	):
143	agent = await provider.create_agent(
144	name="StreamingAgent",
145	instructions="You are a helpful assistant.",
146	)
147
148	print("Agent: ", end="", flush=True)
149	async for chunk in agent.run_stream("Tell me a short story"):
150	if chunk.text:
151	print(chunk.text, end="", flush=True)
152	print()
153	```
154
155	### Conversation Threads
156
157	```python
158	from agent_framework.azure import AzureAIAgentsProvider
159	from azure.identity.aio import AzureCliCredential
160
161	async def main():
162	async with (
163	AzureCliCredential() as credential,
164	AzureAIAgentsProvider(credential=credential) as provider,
165	):
166	agent = await provider.create_agent(
167	name="ChatAgent",
168	instructions="You are a helpful assistant.",
169	tools=[get_weather],
170	)
171
172	# Create thread for conversation persistence
173	thread = agent.get_new_thread()
174
175	# First turn
176	result1 = await agent.run("What'

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6 picks

Type