repo stringlengths 7 90 | file_url stringlengths 81 315 | file_path stringlengths 4 228 | content stringlengths 0 32.8k | language stringclasses 1
value | license stringclasses 7
values | commit_sha stringlengths 40 40 | retrieved_at stringdate 2026-01-04 14:38:15 2026-01-05 02:33:18 | truncated bool 2
classes |
|---|---|---|---|---|---|---|---|---|
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/9_multi_agent_orchestration/agents_as_tools.py | ai_agent_framework_crash_course/openai_sdk_crash_course/9_multi_agent_orchestration/agents_as_tools.py | from agents import Agent, Runner, function_tool
import asyncio
# Define specialized research agent
research_agent = Agent(
name="Research Specialist",
instructions="""
You are a research specialist. Provide detailed, well-researched information
on any topic with proper analysis and insights. Focus on f... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/9_multi_agent_orchestration/parallel_execution.py | ai_agent_framework_crash_course/openai_sdk_crash_course/9_multi_agent_orchestration/parallel_execution.py | import asyncio
from agents import Agent, ItemHelpers, Runner, trace
# Create specialized translation agent
spanish_agent = Agent(
name="Spanish Translator",
instructions="You translate the user's message to Spanish. Provide natural, fluent translations."
)
# Create translation quality picker
translation_picke... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/9_multi_agent_orchestration/9_2_agents_as_tools/__init__.py | ai_agent_framework_crash_course/openai_sdk_crash_course/9_multi_agent_orchestration/9_2_agents_as_tools/__init__.py | # Agents as Tools module for OpenAI Agents SDK tutorial
| python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/9_multi_agent_orchestration/9_2_agents_as_tools/agent.py | ai_agent_framework_crash_course/openai_sdk_crash_course/9_multi_agent_orchestration/9_2_agents_as_tools/agent.py | from agents import Agent, Runner, function_tool
import asyncio
# Define specialized research agent
research_agent = Agent(
name="Research Specialist",
instructions="""
You are a research specialist. Provide detailed, well-researched information
on any topic with proper analysis and insights. Focus on f... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/9_multi_agent_orchestration/9_1_parallel_execution/__init__.py | ai_agent_framework_crash_course/openai_sdk_crash_course/9_multi_agent_orchestration/9_1_parallel_execution/__init__.py | # Parallel Execution module for OpenAI Agents SDK tutorial
| python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/9_multi_agent_orchestration/9_1_parallel_execution/agent.py | ai_agent_framework_crash_course/openai_sdk_crash_course/9_multi_agent_orchestration/9_1_parallel_execution/agent.py | import asyncio
from agents import Agent, ItemHelpers, Runner, trace
# Create specialized translation agent
spanish_agent = Agent(
name="Spanish Translator",
instructions="You translate the user's message to Spanish. Provide natural, fluent translations."
)
# Create translation quality picker
translation_picke... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/4_running_agents/agent_runner.py | ai_agent_framework_crash_course/openai_sdk_crash_course/4_running_agents/agent_runner.py | import streamlit as st
import asyncio
import time
import json
from datetime import datetime
from agents import Agent, Runner, RunConfig, SQLiteSession
from agents.exceptions import (
AgentsException,
MaxTurnsExceeded,
ModelBehaviorError,
UserError
)
from dotenv import load_dotenv
# Load environment var... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/4_running_agents/4_1_execution_methods/__init__.py | ai_agent_framework_crash_course/openai_sdk_crash_course/4_running_agents/4_1_execution_methods/__init__.py | # Execution Methods Package
| python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/4_running_agents/4_1_execution_methods/agent.py | ai_agent_framework_crash_course/openai_sdk_crash_course/4_running_agents/4_1_execution_methods/agent.py | from agents import Agent, Runner
import asyncio
# Create a simple agent for demonstrating execution methods
root_agent = Agent(
name="Execution Demo Agent",
instructions="""
You are a helpful assistant demonstrating different execution patterns.
Provide clear, informative responses that help users... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/4_running_agents/4_2_conversation_management/__init__.py | ai_agent_framework_crash_course/openai_sdk_crash_course/4_running_agents/4_2_conversation_management/__init__.py | # Conversation Management Package
| python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/4_running_agents/4_2_conversation_management/agent.py | ai_agent_framework_crash_course/openai_sdk_crash_course/4_running_agents/4_2_conversation_management/agent.py | from agents import Agent, Runner, SQLiteSession
# Create an agent for demonstrating conversation management
root_agent = Agent(
name="Conversation Agent",
instructions="You are a helpful assistant that remembers conversation context. Reply concisely but reference previous context when relevant."
)
# Example 1... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/4_running_agents/4_3_run_configuration/__init__.py | ai_agent_framework_crash_course/openai_sdk_crash_course/4_running_agents/4_3_run_configuration/__init__.py | # Run Configuration Package
| python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/4_running_agents/4_3_run_configuration/agent.py | ai_agent_framework_crash_course/openai_sdk_crash_course/4_running_agents/4_3_run_configuration/agent.py | from agents import Agent, Runner, RunConfig
# Create an agent for demonstrating run configuration
root_agent = Agent(
name="Configuration Demo Agent",
instructions="You are a helpful assistant that demonstrates run configuration options."
)
# Example 1: Basic run configuration with model settings
async def mo... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/4_running_agents/4_4_streaming_events/__init__.py | ai_agent_framework_crash_course/openai_sdk_crash_course/4_running_agents/4_4_streaming_events/__init__.py | # Streaming Events module for OpenAI Agents SDK tutorial
| python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/4_running_agents/4_4_streaming_events/agent.py | ai_agent_framework_crash_course/openai_sdk_crash_course/4_running_agents/4_4_streaming_events/agent.py | from agents import Agent, Runner
import asyncio
import time
# Create agents for demonstrating streaming events
root_agent = Agent(
name="Streaming Demo Agent",
instructions="""
You are a helpful assistant that demonstrates streaming capabilities.
When asked to write long content, be comprehensive ... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/10_tracing_observability/default_tracing.py | ai_agent_framework_crash_course/openai_sdk_crash_course/10_tracing_observability/default_tracing.py | from agents import Agent, Runner
import asyncio
# Create agent for tracing demonstrations
root_agent = Agent(
name="Tracing Demo Agent",
instructions="""
You are a helpful assistant demonstrating tracing capabilities.
Respond concisely but perform actions that generate interesting trace data.
... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/10_tracing_observability/custom_tracing.py | ai_agent_framework_crash_course/openai_sdk_crash_course/10_tracing_observability/custom_tracing.py | from agents import Agent, Runner, trace, custom_span
import asyncio
# Create agents for custom tracing demonstrations
research_agent = Agent(
name="Research Agent",
instructions="You are a research assistant. Provide concise, factual information."
)
analysis_agent = Agent(
name="Analysis Agent",
inst... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/10_tracing_observability/10_2_custom_tracing/__init__.py | ai_agent_framework_crash_course/openai_sdk_crash_course/10_tracing_observability/10_2_custom_tracing/__init__.py | # Custom Tracing module for OpenAI Agents SDK tutorial
| python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/10_tracing_observability/10_2_custom_tracing/agent.py | ai_agent_framework_crash_course/openai_sdk_crash_course/10_tracing_observability/10_2_custom_tracing/agent.py | from agents import Agent, Runner, trace, custom_span
import asyncio
# Create agents for custom tracing demonstrations
research_agent = Agent(
name="Research Agent",
instructions="You are a research assistant. Provide concise, factual information."
)
analysis_agent = Agent(
name="Analysis Agent",
inst... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/10_tracing_observability/10_1_default_tracing/__init__.py | ai_agent_framework_crash_course/openai_sdk_crash_course/10_tracing_observability/10_1_default_tracing/__init__.py | # Default Tracing module for OpenAI Agents SDK tutorial
| python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/10_tracing_observability/10_1_default_tracing/agent.py | ai_agent_framework_crash_course/openai_sdk_crash_course/10_tracing_observability/10_1_default_tracing/agent.py | from agents import Agent, Runner
import asyncio
# Create agent for tracing demonstrations
root_agent = Agent(
name="Tracing Demo Agent",
instructions="""
You are a helpful assistant demonstrating tracing capabilities.
Respond concisely but perform actions that generate interesting trace data.
... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/11_voice/__init__.py | ai_agent_framework_crash_course/openai_sdk_crash_course/11_voice/__init__.py | # Voice agents module for OpenAI Agents SDK
| python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/11_voice/static/util.py | ai_agent_framework_crash_course/openai_sdk_crash_course/11_voice/static/util.py | import threading
import time
from typing import Optional
import numpy as np
import sounddevice as sd
class AudioPlayer:
"""A simple audio player using sounddevice for real-time audio playback."""
def __init__(self, sample_rate: int = 24000, channels: int = 1, dtype=np.int16):
self.sample_rate = ... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/11_voice/static/__init__.py | ai_agent_framework_crash_course/openai_sdk_crash_course/11_voice/static/__init__.py | # Static voice agent example
| python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/11_voice/static/agent.py | ai_agent_framework_crash_course/openai_sdk_crash_course/11_voice/static/agent.py | import asyncio
import random
import numpy as np
from agents import Agent, function_tool
from agents.extensions.handoff_prompt import prompt_with_handoff_instructions
from agents.voice import (
AudioInput,
SingleAgentVoiceWorkflow,
SingleAgentWorkflowCallbacks,
VoicePipeline,
)
from .util import Audio... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/11_voice/streamed/util.py | ai_agent_framework_crash_course/openai_sdk_crash_course/11_voice/streamed/util.py | import threading
import time
from typing import Optional
import numpy as np
import sounddevice as sd
class AudioPlayer:
"""A simple audio player using sounddevice for real-time audio playback."""
def __init__(self, sample_rate: int = 24000, channels: int = 1, dtype=np.int16):
self.sample_rate = ... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/11_voice/streamed/__init__.py | ai_agent_framework_crash_course/openai_sdk_crash_course/11_voice/streamed/__init__.py | # Streaming voice agent example
| python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/11_voice/streamed/agent.py | ai_agent_framework_crash_course/openai_sdk_crash_course/11_voice/streamed/agent.py | import asyncio
import random
import threading
import time
import numpy as np
from agents import Agent, function_tool
from agents.extensions.handoff_prompt import prompt_with_handoff_instructions
from agents.voice import (
StreamedAudioInput,
SingleAgentVoiceWorkflow,
SingleAgentWorkflowCallbacks,
Voic... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/11_voice/realtime/__init__.py | ai_agent_framework_crash_course/openai_sdk_crash_course/11_voice/realtime/__init__.py | # Realtime voice agent example
| python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/11_voice/realtime/agent.py | ai_agent_framework_crash_course/openai_sdk_crash_course/11_voice/realtime/agent.py | import asyncio
from agents import function_tool
from agents.realtime import RealtimeAgent, RealtimeRunner, realtime_handoff
"""
Basic realtime voice agent example using OpenAI's Realtime API.
Run it via: python agent.py
This demonstrates the core realtime components from the official guide:
https://openai.github.io/o... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/3_tool_using_agent/calculator_agent.py | ai_agent_framework_crash_course/openai_sdk_crash_course/3_tool_using_agent/calculator_agent.py | """
OpenAI Agents SDK Tutorial 3: Tool Using Agent - Calculator
This module demonstrates how to create custom function tools for mathematical operations.
"""
import os
import math
from dotenv import load_dotenv
from agents import Agent, Runner, function_tool
# Load environment variables
load_dotenv()
@function_tool... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/3_tool_using_agent/3_1_function_tools/tools.py | ai_agent_framework_crash_course/openai_sdk_crash_course/3_tool_using_agent/3_1_function_tools/tools.py | from agents import function_tool
@function_tool
def add_numbers(a: float, b: float) -> float:
"""Add two numbers together"""
return a + b
@function_tool
def multiply_numbers(a: float, b: float) -> float:
"""Multiply two numbers together"""
return a * b
@function_tool
def get_weather(city: str) -> str... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/3_tool_using_agent/3_1_function_tools/__init__.py | ai_agent_framework_crash_course/openai_sdk_crash_course/3_tool_using_agent/3_1_function_tools/__init__.py | # Function Tools Agent Package
| python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/3_tool_using_agent/3_1_function_tools/agent.py | ai_agent_framework_crash_course/openai_sdk_crash_course/3_tool_using_agent/3_1_function_tools/agent.py | from agents import Agent
from .tools import add_numbers, multiply_numbers, get_weather, convert_temperature
# Create an agent with custom function tools
root_agent = Agent(
name="Function Tools Agent",
instructions="""
You are a helpful assistant with access to various tools.
Available tools:
... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/3_tool_using_agent/3_3_agents_as_tools/advanced_agent.py | ai_agent_framework_crash_course/openai_sdk_crash_course/3_tool_using_agent/3_3_agents_as_tools/advanced_agent.py | from agents import Agent, Runner, function_tool
# Define a specialized research agent
research_agent = Agent(
name="Research Specialist",
instructions="""
You are a research specialist. Provide detailed, well-researched information
on any topic with proper analysis and insights.
"""
)
# Define a w... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/3_tool_using_agent/3_3_agents_as_tools/__init__.py | ai_agent_framework_crash_course/openai_sdk_crash_course/3_tool_using_agent/3_3_agents_as_tools/__init__.py | # Agents as Tools Package
| python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/3_tool_using_agent/3_3_agents_as_tools/agent.py | ai_agent_framework_crash_course/openai_sdk_crash_course/3_tool_using_agent/3_3_agents_as_tools/agent.py | from agents import Agent
# Define specialized translation agents
spanish_agent = Agent(
name="Spanish Agent",
instructions="You translate the user's message to Spanish"
)
french_agent = Agent(
name="French Agent",
instructions="You translate the user's message to French"
)
german_agent = Agent(
... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/3_tool_using_agent/3_2_builtin_tools/__init__.py | ai_agent_framework_crash_course/openai_sdk_crash_course/3_tool_using_agent/3_2_builtin_tools/__init__.py | # Built-in Tools Agent Package
| python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/3_tool_using_agent/3_2_builtin_tools/agent.py | ai_agent_framework_crash_course/openai_sdk_crash_course/3_tool_using_agent/3_2_builtin_tools/agent.py | from agents import Agent
from agents.tools import WebSearchTool, CodeInterpreterTool
# Create an agent with built-in OpenAI tools
root_agent = Agent(
name="Built-in Tools Agent",
instructions="""
You are a research and computation assistant with access to powerful built-in tools.
Available tools:
... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/7_sessions/streamlit_sessions_app.py | ai_agent_framework_crash_course/openai_sdk_crash_course/7_sessions/streamlit_sessions_app.py | import streamlit as st
import asyncio
import os
from datetime import datetime
from agents import Agent, Runner, SQLiteSession
from dotenv import load_dotenv
# Load environment variables
load_dotenv()
# Page configuration
st.set_page_config(
page_title="Session Management Demo",
page_icon="💬",
layout="wid... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/7_sessions/7_3_multi_sessions/__init__.py | ai_agent_framework_crash_course/openai_sdk_crash_course/7_sessions/7_3_multi_sessions/__init__.py | # Multi Sessions module for OpenAI Agents SDK tutorial
| python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/7_sessions/7_3_multi_sessions/agent.py | ai_agent_framework_crash_course/openai_sdk_crash_course/7_sessions/7_3_multi_sessions/agent.py | from agents import Agent, Runner, SQLiteSession
# Create agents for multi-session demonstrations
support_agent = Agent(
name="Support Agent",
instructions="You are a customer support representative. Help with account and technical issues."
)
sales_agent = Agent(
name="Sales Agent",
instructions="You ... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/7_sessions/7_1_basic_sessions/__init__.py | ai_agent_framework_crash_course/openai_sdk_crash_course/7_sessions/7_1_basic_sessions/__init__.py | # Basic Sessions module for OpenAI Agents SDK tutorial
| python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/7_sessions/7_1_basic_sessions/agent.py | ai_agent_framework_crash_course/openai_sdk_crash_course/7_sessions/7_1_basic_sessions/agent.py | from agents import Agent, Runner, SQLiteSession
# Create an agent for session demonstrations
root_agent = Agent(
name="Session Demo Assistant",
instructions="""
You are a helpful assistant that demonstrates session memory.
Remember previous conversation context and reference it when relevant.
... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/7_sessions/7_2_memory_operations/__init__.py | ai_agent_framework_crash_course/openai_sdk_crash_course/7_sessions/7_2_memory_operations/__init__.py | # Memory Operations module for OpenAI Agents SDK tutorial
| python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/7_sessions/7_2_memory_operations/agent.py | ai_agent_framework_crash_course/openai_sdk_crash_course/7_sessions/7_2_memory_operations/agent.py | from agents import Agent, Runner, SQLiteSession
# Create agent for memory operations demonstrations
root_agent = Agent(
name="Memory Operations Agent",
instructions="""
You are a helpful assistant demonstrating session memory operations.
Remember previous conversation context and reference it whe... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/1_starter_agent/app.py | ai_agent_framework_crash_course/openai_sdk_crash_course/1_starter_agent/app.py | """
Streamlit Web Interface for Tutorial 1: Your First Agent
This provides an interactive web interface to test the personal assistant agent
with different execution methods.
"""
import os
import asyncio
import streamlit as st
from dotenv import load_dotenv
from agents import Agent, Runner
# Load environment variabl... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/1_starter_agent/1_personal_assistant_agent/__init__.py | ai_agent_framework_crash_course/openai_sdk_crash_course/1_starter_agent/1_personal_assistant_agent/__init__.py | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false | |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/1_starter_agent/1_personal_assistant_agent/agent.py | ai_agent_framework_crash_course/openai_sdk_crash_course/1_starter_agent/1_personal_assistant_agent/agent.py | from agents import Agent, Runner
import asyncio
# Create an agent for demonstrating different execution methods
root_agent = Agent(
name="Personal Assistant Agent",
instructions="""
You are a helpful personal assistant.
Your role is to:
1. Answer questions clearly and concisely
2. Provide ... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/openai_sdk_crash_course/6_guardrails_validation/agent.py | ai_agent_framework_crash_course/openai_sdk_crash_course/6_guardrails_validation/agent.py | from pydantic import BaseModel
from agents import (
Agent,
GuardrailFunctionOutput,
InputGuardrailTripwireTriggered,
OutputGuardrailTripwireTriggered,
RunContextWrapper,
Runner,
TResponseInputItem,
input_guardrail,
output_guardrail,
)
# Pydantic models for guardrail outputs
class Ma... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/2_model_agnostic_agent/2_1_openai_adk_agent/__init__.py | ai_agent_framework_crash_course/google_adk_crash_course/2_model_agnostic_agent/2_1_openai_adk_agent/__init__.py | from . import agent
| python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/2_model_agnostic_agent/2_1_openai_adk_agent/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/2_model_agnostic_agent/2_1_openai_adk_agent/agent.py | import os
import random
from google.adk.agents import Agent
from google.adk.models.lite_llm import LiteLlm
def get_fun_fact():
"""Return a random fun fact"""
facts = [
"Honey never spoils. Archaeologists have found pots of honey in ancient Egyptian tombs that are over 3,000 years old and still perfectl... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/2_model_agnostic_agent/2_2_anthropic_adk_agent/__init__.py | ai_agent_framework_crash_course/google_adk_crash_course/2_model_agnostic_agent/2_2_anthropic_adk_agent/__init__.py | from . import agent
| python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/2_model_agnostic_agent/2_2_anthropic_adk_agent/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/2_model_agnostic_agent/2_2_anthropic_adk_agent/agent.py | import os
import random
from google.adk.agents import Agent
from google.adk.models.lite_llm import LiteLlm
def get_fun_fact():
"""Return a random fun fact"""
facts = [
"Honey never spoils. Archaeologists have found pots of honey in ancient Egyptian tombs that are over 3,000 years old and still perfectl... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/8_simple_multi_agent/multi_agent_researcher/__init__.py | ai_agent_framework_crash_course/google_adk_crash_course/8_simple_multi_agent/multi_agent_researcher/__init__.py | from .agent import root_agent
__all__ = ['root_agent'] | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/8_simple_multi_agent/multi_agent_researcher/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/8_simple_multi_agent/multi_agent_researcher/agent.py | from google.adk.agents import LlmAgent
from google.adk.tools.agent_tool import AgentTool
from google.adk.tools import google_search
# --- Sub-agents ---
research_agent = LlmAgent(
name="research_agent",
model="gemini-3-flash-preview",
description="Finds key information and outlines for a given topic.",
... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_3_thirdparty_tools/langchain_agent/__init__.py | ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_3_thirdparty_tools/langchain_agent/__init__.py | from . import agent | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_3_thirdparty_tools/langchain_agent/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_3_thirdparty_tools/langchain_agent/agent.py | from google.adk.agents import LlmAgent
from google.adk.tools.langchain_tool import LangchainTool
from langchain_community.tools import DuckDuckGoSearchRun, WikipediaQueryRun
from langchain_community.utilities import WikipediaAPIWrapper
# Create LangChain tools
search_tool = LangchainTool(DuckDuckGoSearchRun())
wiki_to... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_3_thirdparty_tools/crewai_agent/__init__.py | ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_3_thirdparty_tools/crewai_agent/__init__.py | from . import agent | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_3_thirdparty_tools/crewai_agent/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_3_thirdparty_tools/crewai_agent/agent.py | from google.adk.agents import LlmAgent
from google.adk.tools.crewai_tool import CrewaiTool
from crewai_tools import (
ScrapeWebsiteTool,
DirectorySearchTool,
FileReadTool
)
scrape_website_tool = CrewaiTool(
name="scrape_website",
description="Scrape and extract content from websites",
tool=Scra... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_4_mcp_tools/firecrawl_agent/__init__.py | ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_4_mcp_tools/firecrawl_agent/__init__.py | from . import agent | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_4_mcp_tools/firecrawl_agent/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_4_mcp_tools/firecrawl_agent/agent.py | """
Firecrawl Agent - Advanced Web Scraping with MCP Tools Integration
This example demonstrates how to connect an ADK agent to a Firecrawl MCP server
using the MCPToolset. The agent can perform advanced web scraping operations like
single page scraping, batch scraping, web crawling, content extraction, and deep resea... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_4_mcp_tools/filesystem_agent/__init__.py | ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_4_mcp_tools/filesystem_agent/__init__.py | from . import agent | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_4_mcp_tools/filesystem_agent/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_4_mcp_tools/filesystem_agent/agent.py | """
Filesystem Agent - MCP Tools Integration Example
This example demonstrates how to connect an ADK agent to a filesystem MCP server
using the MCPToolset. The agent can perform file operations like reading, writing,
and listing files through the MCP protocol.
"""
import os
from google.adk.agents import LlmAgent
from... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_1_builtin_tools/code_exec_agent/__init__.py | ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_1_builtin_tools/code_exec_agent/__init__.py | from . import agent | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_1_builtin_tools/code_exec_agent/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_1_builtin_tools/code_exec_agent/agent.py | from google.adk.agents import LlmAgent
from google.adk.code_executors import BuiltInCodeExecutor
# Create a code execution agent using Google ADK's built-in Code Execution Tool
root_agent = LlmAgent(
name="code_exec_agent",
model="gemini-3-flash-preview",
description="A computational agent that can execute... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_1_builtin_tools/search_agent/__init__.py | ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_1_builtin_tools/search_agent/__init__.py | from . import agent | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_1_builtin_tools/search_agent/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_1_builtin_tools/search_agent/agent.py | from google.adk.agents import LlmAgent
from google.adk.tools import google_search
# Create a web search agent using Google ADK's built-in Search Tool
root_agent = LlmAgent(
name="search_agent",
model="gemini-3-flash-preview",
description="A research agent that can search the web for real-time information",... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_2_function_tools/utility_agent/tools.py | ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_2_function_tools/utility_agent/tools.py | import json
import re
import uuid
from datetime import datetime, timedelta
from typing import Dict, Union, List
from urllib.parse import urlparse
import hashlib
import base64
def process_text(text: str, operation: str) -> Dict[str, Union[str, int]]:
"""
Process text with various operations like counting, forma... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_2_function_tools/utility_agent/__init__.py | ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_2_function_tools/utility_agent/__init__.py | # Utility Agent Module | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_2_function_tools/utility_agent/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_2_function_tools/utility_agent/agent.py | from google.adk.agents import LlmAgent
from .tools import (
process_text,
format_datetime,
calculate_date_difference,
generate_uuid,
hash_text,
encode_decode_base64,
validate_url,
format_json
)
# Create a utility agent with various utility tools
root_agent = LlmAgent(
name="utility_... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_2_function_tools/calculator_agent/tools.py | ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_2_function_tools/calculator_agent/tools.py | import math
from typing import Dict, Union, List
def calculate_basic_math(expression: str) -> Dict[str, Union[float, str]]:
"""
Calculate basic mathematical expressions safely.
Use this function when users ask for basic arithmetic calculations
like addition, subtraction, multiplication, division, ... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_2_function_tools/calculator_agent/__init__.py | ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_2_function_tools/calculator_agent/__init__.py | from . import agent | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_2_function_tools/calculator_agent/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/4_tool_using_agent/4_2_function_tools/calculator_agent/agent.py | from google.adk.agents import LlmAgent
from .tools import (
calculate_basic_math,
convert_temperature,
calculate_compound_interest,
calculate_percentage,
calculate_statistics,
round_number
)
# Create a calculator agent with custom function tools
root_agent = LlmAgent(
name="calculator_agent... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/3_structured_output_agent/3_2_email_agent/email_generator_agent/__init__.py | ai_agent_framework_crash_course/google_adk_crash_course/3_structured_output_agent/3_2_email_agent/email_generator_agent/__init__.py | from . import agent
| python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/3_structured_output_agent/3_2_email_agent/email_generator_agent/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/3_structured_output_agent/3_2_email_agent/email_generator_agent/agent.py | from google.adk.agents import LlmAgent
from pydantic import BaseModel, Field
class EmailContent(BaseModel):
"""Schema for email content with subject and body."""
subject: str = Field(
description="The subject line of the email. Should be concise and descriptive."
)
body: str = Field(
... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/3_structured_output_agent/3_1_customer_support_ticket_agent/customer_support_agent/__init__.py | ai_agent_framework_crash_course/google_adk_crash_course/3_structured_output_agent/3_1_customer_support_ticket_agent/customer_support_agent/__init__.py | from . import agent | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/3_structured_output_agent/3_1_customer_support_ticket_agent/customer_support_agent/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/3_structured_output_agent/3_1_customer_support_ticket_agent/customer_support_agent/agent.py | from typing import List, Optional
from enum import Enum
from google.adk.agents import LlmAgent
from pydantic import BaseModel, Field
class Priority(str, Enum):
LOW = "low"
MEDIUM = "medium"
HIGH = "high"
CRITICAL = "critical"
class SupportTicket(BaseModel):
title: str = Field(description="A conci... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/9_multi_agent_patterns/9_1_sequential_agent/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/9_multi_agent_patterns/9_1_sequential_agent/agent.py | import os
import asyncio
import inspect
from dotenv import load_dotenv
from google.adk.agents import LlmAgent, SequentialAgent
from google.adk.tools import google_search
from google.adk.tools.agent_tool import AgentTool
from google.adk.sessions import InMemorySessionService
from google.adk.runners import Runner
from go... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/9_multi_agent_patterns/9_1_sequential_agent/app.py | ai_agent_framework_crash_course/google_adk_crash_course/9_multi_agent_patterns/9_1_sequential_agent/app.py | import streamlit as st
import asyncio
from agent import business_intelligence_team, analyze_business_intelligence
# Page configuration
st.set_page_config(
page_title="Sequential Agent Demo",
page_icon=":arrow_right:",
layout="wide"
)
# Title and description
st.title("🚀 Business Implementation Plan Genera... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/9_multi_agent_patterns/9_3_parallel_agent/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/9_multi_agent_patterns/9_3_parallel_agent/agent.py | from typing import Dict, Any
import inspect
from dotenv import load_dotenv
from google.adk.agents import LlmAgent, ParallelAgent
from google.adk.sessions import InMemorySessionService
from google.adk.runners import Runner
from google.genai import types
load_dotenv()
# Child agents write to distinct keys in session.st... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/9_multi_agent_patterns/9_3_parallel_agent/app.py | ai_agent_framework_crash_course/google_adk_crash_course/9_multi_agent_patterns/9_3_parallel_agent/app.py | import streamlit as st
import asyncio
from agent import market_snapshot_team, gather_market_snapshot
st.set_page_config(page_title="Parallel Agent Demo", page_icon=":fast_forward:", layout="wide")
st.title("⚡ Market Snapshot with Gemini 3 Flash(Parallel Agents)")
st.markdown(
"""
This demo runs multiple research ... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/9_multi_agent_patterns/9_2_loop_agent/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/9_multi_agent_patterns/9_2_loop_agent/agent.py | import os
import asyncio
import inspect
from typing import AsyncGenerator, Dict, Any
from dotenv import load_dotenv
from google.adk.agents import LlmAgent, LoopAgent
from google.adk.agents.base_agent import BaseAgent
from google.adk.agents.invocation_context import InvocationContext
from google.adk.sessions import InM... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/9_multi_agent_patterns/9_2_loop_agent/app.py | ai_agent_framework_crash_course/google_adk_crash_course/9_multi_agent_patterns/9_2_loop_agent/app.py | import streamlit as st
import asyncio
from agent import iterate_spec_until_acceptance
st.set_page_config(page_title="Loop Agent Demo", page_icon=":repeat:", layout="wide")
st.title("🔁 Iterative Plan Refiner with Gemini 3 Flash(Loop Agent)")
st.markdown(
"""
This demo runs a LoopAgent that repeatedly executes su... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/adk_yaml_examples/multi_agent_web_research_team/multi_agent_web_researcher/__init__.py | ai_agent_framework_crash_course/google_adk_crash_course/adk_yaml_examples/multi_agent_web_research_team/multi_agent_web_researcher/__init__.py | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false | |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/6_callbacks/6_2_llm_interaction_callbacks/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/6_callbacks/6_2_llm_interaction_callbacks/agent.py | #!/usr/bin/env python3
"""
LLM Interaction Callbacks Demo
Simple agent that demonstrates LLM request/response monitoring
"""
import os
from datetime import datetime
from typing import Optional
from google.adk.agents import LlmAgent
from google.adk.agents.callback_context import CallbackContext
from google.adk.runners ... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/6_callbacks/6_2_llm_interaction_callbacks/app.py | ai_agent_framework_crash_course/google_adk_crash_course/6_callbacks/6_2_llm_interaction_callbacks/app.py | #!/usr/bin/env python3
"""
Streamlit App for LLM Interaction Callbacks Demo
"""
import streamlit as st
import sys
import os
import asyncio
from agent import run_agent
# Page configuration
st.set_page_config(
page_title="LLM Interaction Callbacks",
page_icon="🤖",
layout="wide"
)
# Title and description
s... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/6_callbacks/6_1_agent_lifecycle_callbacks/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/6_callbacks/6_1_agent_lifecycle_callbacks/agent.py | import os
import asyncio
from datetime import datetime
from typing import Optional
from google.adk.agents import LlmAgent
from google.adk.agents.callback_context import CallbackContext
from google.adk.runners import InMemoryRunner
from google.genai import types
from dotenv import load_dotenv
# Load environment variabl... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/6_callbacks/6_1_agent_lifecycle_callbacks/app.py | ai_agent_framework_crash_course/google_adk_crash_course/6_callbacks/6_1_agent_lifecycle_callbacks/app.py | #!/usr/bin/env python3
"""
Streamlit App for Agent Lifecycle Callbacks Demo
"""
import streamlit as st
import asyncio
from agent import llm_agent_with_callbacks, runner
from google.genai import types
# Page configuration
st.set_page_config(
page_title="Agent Lifecycle Callbacks Demo",
page_icon="🔄",
layo... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/6_callbacks/6_3_tool_execution_callbacks/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/6_callbacks/6_3_tool_execution_callbacks/agent.py | import os
import asyncio
import time
from datetime import datetime
from typing import Optional, Dict, Any
from google.adk.agents import LlmAgent
from google.adk.runners import InMemoryRunner
from google.adk.tools import BaseTool, FunctionTool
from google.adk.tools.tool_context import ToolContext
from google.genai impor... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/6_callbacks/6_3_tool_execution_callbacks/app.py | ai_agent_framework_crash_course/google_adk_crash_course/6_callbacks/6_3_tool_execution_callbacks/app.py | #!/usr/bin/env python3
"""
Streamlit App for Tool Execution Callbacks Demo
"""
import streamlit as st
import sys
import os
import asyncio
from agent import run_agent
# Page configuration
st.set_page_config(
page_title="Tool Execution Callbacks",
page_icon="🔧",
layout="wide"
)
# Title and description
st.... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/7_plugins/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/7_plugins/agent.py | import asyncio
from datetime import datetime
from typing import Optional, Dict, Any
from google.adk.agents import LlmAgent
from google.adk.agents.base_agent import BaseAgent
from google.adk.agents.callback_context import CallbackContext
from google.adk.plugins.base_plugin import BasePlugin
from google.adk.runners impor... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/7_plugins/app.py | ai_agent_framework_crash_course/google_adk_crash_course/7_plugins/app.py | import streamlit as st
import asyncio
import sys
from pathlib import Path
sys.path.append(str(Path(__file__).parent))
from agent import run_agent
st.set_page_config(page_title="Google ADK Plugins Tutorial", page_icon="🔌")
st.title("🔌 Google ADK Plugins Tutorial")
st.markdown("Demonstrates plugins for cross-cutting... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/1_starter_agent/creative_writing_agent/__init__.py | ai_agent_framework_crash_course/google_adk_crash_course/1_starter_agent/creative_writing_agent/__init__.py | from .agent import root_agent | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/1_starter_agent/creative_writing_agent/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/1_starter_agent/creative_writing_agent/agent.py | from google.adk.agents import LlmAgent
# Create a creative writing agent
root_agent = LlmAgent(
name="creative_writing_agent",
model="gemini-3-flash-preview",
description="A creative writing assistant that helps with stories, poems, and creative content",
instruction="""
You are a creative writing ... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/5_memory_agent/5_1_in_memory_conversation_agent/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/5_memory_agent/5_1_in_memory_conversation_agent/agent.py | import asyncio
import os
import uuid
from google.adk.agents import LlmAgent
from google.adk.sessions import InMemorySessionService
from google.adk.runners import Runner
from google.genai import types
from dotenv import load_dotenv
# Load environment variables (for API key)
load_dotenv()
# Create session service and a... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/5_memory_agent/5_1_in_memory_conversation_agent/app.py | ai_agent_framework_crash_course/google_adk_crash_course/5_memory_agent/5_1_in_memory_conversation_agent/app.py | import streamlit as st
import asyncio
from agent import chat
# Page configuration
st.set_page_config(page_title="In-Memory Agent", page_icon="🧠")
# Title
st.title("🧠 In-Memory Conversation Agent")
st.markdown("Simple demo of `InMemorySessionService` - agent remembers conversations within a session.")
# Initialize ... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/5_memory_agent/5_2_persistent_conversation_agent/agent.py | ai_agent_framework_crash_course/google_adk_crash_course/5_memory_agent/5_2_persistent_conversation_agent/agent.py | import asyncio
import os
from google.adk.agents import LlmAgent
from google.adk.sessions import DatabaseSessionService
from google.adk.runners import Runner
from google.genai import types
from dotenv import load_dotenv
# Load environment variables
load_dotenv()
# Create database session service for persistent storage... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/ai_agent_framework_crash_course/google_adk_crash_course/5_memory_agent/5_2_persistent_conversation_agent/app.py | ai_agent_framework_crash_course/google_adk_crash_course/5_memory_agent/5_2_persistent_conversation_agent/app.py | import streamlit as st
import asyncio
from agent import chat, session_service
# Page configuration
st.set_page_config(page_title="Persistent Agent", page_icon="🗄️")
# Title
st.title("🗄️ Persistent Conversation Agent")
st.markdown("Simple demo of `DatabaseSessionService` - agent remembers conversations across progra... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Shubhamsaboo/awesome-llm-apps | https://github.com/Shubhamsaboo/awesome-llm-apps/blob/44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335/mcp_ai_agents/ai_travel_planner_mcp_agent_team/app.py | mcp_ai_agents/ai_travel_planner_mcp_agent_team/app.py | import re
import asyncio
from textwrap import dedent
from agno.agent import Agent
from agno.run.agent import RunOutput
from agno.tools.mcp import MultiMCPTools
from agno.tools.googlesearch import GoogleSearchTools
from agno.models.openai import OpenAIChat
from icalendar import Calendar, Event
from datetime import datet... | python | Apache-2.0 | 44efabeac69a8bd1f7cfbf8fddd8fde5ce32b335 | 2026-01-04T14:38:15.481187Z | false |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.