AI-Tutorials/Implementations and Notebooks

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AI-Tutorials/Implementations and Notebooks

Index

Agentic AI and Agents

▶ A Developer’s Guide to OpenAI’s GPT-5 Model Capabilities Codes Tutorial

▶ Building an Advanced PaperQA2 Research Agent with Google Gemini for Scientific Literature Analysis Codes Tutorial

▶ A Code Implementation to Build a Multi-Agent Research System with OpenAI Agents, Function Tools, Handoffs, and Session Memory Codes Tutorial

▶ A Coding Implementation to Build a Self-Adaptive Goal-Oriented AI Agent Using Google Gemini and the SAGE Framework Codes Tutorial

▶ Building a Multi-Agent Conversational AI Framework with Microsoft AutoGen and Gemini API Codes Tutorial

▶ A Coding Guide to Build an Intelligent Conversational AI Agent with Agent Memory Using Cognee and Free Hugging Face Models Codes Tutorial

▶ A Coding Guide to Build a Scalable Multi-Agent System with Google ADK Codes Tutorial

▶ A Coding Guide to Build a Tool-Calling ReAct Agent Fusing Prolog Logic with Gemini and LangGraph Codes Tutorial

▶ A Coding Guide to Build an AI Code-Analysis Agent with Griffe Codes Tutorial

▶ A Code Implementation for Designing Intelligent Multi-Agent Workflows with the BeeAI Framework Codes Tutorial

▶ Implementing a Tool-Enabled Multi-Agent Workflow with Python, OpenAI API, and PrimisAI Nexus Codes Tutorial

▶ Getting Started with Agent Communication Protocol (ACP): Build a Weather Agent with Python Codes Tutorial

▶ Build a Powerful Multi-Tool AI Agent Using Nebius with Llama 3 and Real-Time Reasoning Tools Codes Tutorial

▶ Building Production-Ready Custom AI Agents for Enterprise Workflows with Monitoring, Orchestration, and Scalability Codes Tutorial

▶ Building an A2A-Compliant Random Number Agent: A Step-by-Step Guide to Implementing the Low-Level Executor Pattern with Python Codes Tutorial

▶ Build a Low-Footprint AI Coding Assistant with Mistral Devstral Codes Tutorial

▶ How to Build an Advanced BrightData Web Scraper with Google Gemini for AI-Powered Data Extraction Notebook Tutorial

▶ Build an Intelligent Multi-Tool AI Agent Interface Using Streamlit for Seamless Real-Time Interaction Notebook Tutorial

▶ How to Use python-A2A to Create and Connect Financial Agents with Google’s Agent-to-Agent (A2A) Protocol Notebook-inflation_agent.py Notebook-network.ipynb Notebook-emi_agent.py Tutorial

▶ Develop a Multi-Tool AI Agent with Secure Python Execution using Riza and Gemini Notebook Tutorial

▶ Build a Gemini-Powered DataFrame Agent for Natural Language Data Analysis with Pandas and LangChain Notebook Tutorial

▶ How to Build an Asynchronous AI Agent Network Using Gemini for Research, Analysis, and Validation Tasks Notebook Tutorial

▶ How to Create Smart Multi-Agent Workflows Using the Mistral Agents API’s Handoffs Feature Notebook Tutorial

▶ How to Enable Function Calling in Mistral Agents Using the Standard JSON Schema Format Notebook Tutorial

▶ A Step-by-Step Coding Guide to Building an Iterative AI Workflow Agent Using LangGraph and Gemini Notebook Tutorial

▶ A Coding Implementation to Build an Advanced Web Intelligence Agent with Tavily and Gemini AI Notebook Tutorial

▶ Hands-On Guide: Getting started with Mistral Agents API Notebook Tutorial

▶ A Coding Guide to Building a Scalable Multi-Agent Communication Systems Using Agent Communication Protocol (ACP) Notebook Tutorial

▶ A Coding Guide for Building a Self-Improving AI Agent Using Google’s Gemini API with Intelligent Adaptation Features Notebook Tutorial

▶ A Step-by-Step Coding Implementation of an Agent2Agent Framework for Collaborative and Critique-Driven AI Problem Solving with Consensus-Building Notebook Tutorial

▶ A Coding Guide to Building a Customizable Multi-Tool AI Agent with LangGraph and Claude for Dynamic Agent Creation Notebook Tutorial

▶ A Coding Implementation to Build an AI Agent with Live Python Execution and Automated Validation Notebook Tutorial

▶ A Comprehensive Coding Guide to Crafting Advanced Round-Robin Multi-Agent Workflows with Microsoft AutoGen Notebook Tutorial

▶ A Coding Implementation of an Intelligent AI Assistant with Jina Search, LangChain, and Gemini for Real-Time Information Retrieval Notebook Tutorial

MCPs Guides

▶ A Step-by-Step Coding Guide to Defining Custom Model Context Protocol (MCP) Server and Client Tools with FastMCP and Integrating Them into Google Gemini 2.0’s Function‑Calling Workflow Notebook Tutorial

▶ A Code Implementation to Building a Context-Aware AI Assistant in Google Colab Using LangChain, LangGraph, Gemini Pro, and Model Context Protocol (MCP) Principles with Tool Integration Support Notebook Tutorial

▶ Guide to Using the Desktop Commander MCP Server Tutorial

LLMs and Other AI Section

▶ Using RouteLLM to Optimize LLM Usage Notebook Tutorial

▶ Tutorial: Exploring SHAP-IQ VisualizationsNotebook Tutorial

▶ Building an End-to-End Object Tracking and Analytics System with Roboflow Supervision Notebook Tutorial

▶ Getting Started with Microsoft’s Presidio: A Step-by-Step Guide to Detecting and Anonymizing Personally Identifiable Information PII in Text Notebook Tutorial

▶ Build a Groundedness Verification Tool Using Upstage API and LangChain Notebook Tutorial

▶ A Coding Guide to Build a Production-Ready Asynchronous Python SDK with Rate Limiting, In-Memory Caching, and Authentication Notebook Tutorial

▶ Building High-Performance Financial Analytics Pipelines with Polars: Lazy Evaluation, Advanced Expressions, and SQL Integration Notebook Tutorial

▶ Building AI-Powered Applications Using the Plan → Files → Code Workflow in TinyDev Notebook Tutorial

▶ A Comprehensive Coding Tutorial for Advanced SerpAPI Integration with Google Gemini-1.5-Flash for Advanced Analytics Notebook Tutorial

▶ Build a Secure AI Code Execution Workflow Using Daytona SDK Notebook Tutorial

▶ A Coding Guide Implementing ScrapeGraph and Gemini AI for an Automated, Scalable, Insight-Driven Competitive Intelligence and Market Analysis Workflow Notebook Tutorial

▶ A Coding Implementation to Build an Interactive Transcript and PDF Analysis with Lyzr Chatbot Framework Notebook Tutorial

▶ Step-by-Step Guide to Creating Synthetic Data Using the Synthetic Data Vault (SDV) Notebook Tutorial

▶ Creating a Knowledge Graph Using an LLM Codes Tutorial

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AI-Tutorials/Implementations and Notebooks

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LLMs and Other AI Section

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Name		Name	Last commit message	Last commit date
Latest commit History 196 Commits
A2A_Simple_Agent		A2A_Simple_Agent
Agent Communication Protocol/Getting Started		Agent Communication Protocol/Getting Started
GPT-5		GPT-5
MLFlow for LLM Evaluation		MLFlow for LLM Evaluation
Mirascope		Mirascope
SHAP-IQ		SHAP-IQ
.gitignore		.gitignore
AI Agents and Agentic AI		AI Agents and Agentic AI
A_Coding_Guide_to_ACP_Systems_Marktechpost.ipynb		A_Coding_Guide_to_ACP_Systems_Marktechpost.ipynb
Advanced_AI_Evaluator_Enterprise_Grade_Framework_Marktechpost.ipynb		Advanced_AI_Evaluator_Enterprise_Grade_Framework_Marktechpost.ipynb
Advanced_PEER_MultiAgent_Tutorial_Marktechpost.ipynb		Advanced_PEER_MultiAgent_Tutorial_Marktechpost.ipynb
AutoGen_SemanticKernel_Gemini_Flash_MultiAgent_Tutorial_Marktechpost.ipynb		AutoGen_SemanticKernel_Gemini_Flash_MultiAgent_Tutorial_Marktechpost.ipynb
AutoGen_TeamTool_RoundRobin_Marktechpost.ipynb		AutoGen_TeamTool_RoundRobin_Marktechpost.ipynb
BioCypher_Agent_Tutorial_Marktechpost.ipynb		BioCypher_Agent_Tutorial_Marktechpost.ipynb
Cognee_Agent_Tutorial_with_HuggingFace_Integration_Marktechpost.ipynb		Cognee_Agent_Tutorial_with_HuggingFace_Integration_Marktechpost.ipynb
Competitive_Analysis_with_ScrapeGraph_Gemini_Marktechpost.ipynb		Competitive_Analysis_with_ScrapeGraph_Gemini_Marktechpost.ipynb
Context_Aware_Assistant_MCP_Gemini_LangChain_LangGraph_Marktechpost.ipynb		Context_Aware_Assistant_MCP_Gemini_LangChain_LangGraph_Marktechpost.ipynb
CrewAI_Gemini_Workflow_Marktechpost.ipynb		CrewAI_Gemini_Workflow_Marktechpost.ipynb
Custom_Tool_For_AI_Agent_Marktechpost.ipynb		Custom_Tool_For_AI_Agent_Marktechpost.ipynb
Customizable_MultiTool_AI_Agent_with_Claude_Marktechpost (1).ipynb		Customizable_MultiTool_AI_Agent_with_Claude_Marktechpost (1).ipynb
Enhanced_BrightData_Gemini_Scraper_Tutorial_Marktechpost.ipynb		Enhanced_BrightData_Gemini_Scraper_Tutorial_Marktechpost.ipynb
Gemini_Pandas_Agent_Marktechpost.ipynb		Gemini_Pandas_Agent_Marktechpost.ipynb
Getting_Started_with_Mistral_Agents_API.ipynb		Getting_Started_with_Mistral_Agents_API.ipynb
GraphAIAgent_LangGraph_Gemini_Workflow_Marktechpost.ipynb		GraphAIAgent_LangGraph_Gemini_Workflow_Marktechpost.ipynb
Jina_LangChain_Gemini_AI_Assistant_Marktechpost.ipynb		Jina_LangChain_Gemini_AI_Assistant_Marktechpost.ipynb
LangGraph_Gemini_MultiAgent_Research_Team_Marktechpost.ipynb		LangGraph_Gemini_MultiAgent_Research_Team_Marktechpost.ipynb
Live_Python_Execution_and_Validation_Agent_Marktechpost.ipynb		Live_Python_Execution_and_Validation_Agent_Marktechpost.ipynb
Lyzr_Chatbot_Framework_Implementation_Marktechpost.ipynb		Lyzr_Chatbot_Framework_Implementation_Marktechpost.ipynb
Mistral_Devstral_Compact_Loading_Marktechpost.ipynb		Mistral_Devstral_Compact_Loading_Marktechpost.ipynb
Mistral_Guardrails.ipynb		Mistral_Guardrails.ipynb
Modin_Powered_DataFrames_Marktechpost.ipynb		Modin_Powered_DataFrames_Marktechpost.ipynb
Presidio.ipynb		Presidio.ipynb
PyBEL_BioKG_Interactive_Tutorial_Marktechpost.ipynb		PyBEL_BioKG_Interactive_Tutorial_Marktechpost.ipynb
README.md		README.md
Self_Improving_AI_Agent_with_Gemini_Marktechpost.ipynb		Self_Improving_AI_Agent_with_Gemini_Marktechpost.ipynb
Smart_Python_to_R_Converter_with_Gemini_Validation_Marktechpost (2).ipynb		Smart_Python_to_R_Converter_with_Gemini_Validation_Marktechpost (2).ipynb
Synthetic_Data_Creation.ipynb		Synthetic_Data_Creation.ipynb
UAgents_Gemini_Event_Driven_Tutorial_Marktechpost.ipynb		UAgents_Gemini_Event_Driven_Tutorial_Marktechpost.ipynb
Upstage_Groundedness_Check_Tutorial_Marktechpost.ipynb		Upstage_Groundedness_Check_Tutorial_Marktechpost.ipynb
advanced_ai_agent_hugging_face_marktechpost.py		advanced_ai_agent_hugging_face_marktechpost.py
advanced_async_python_sdk_tutorial_Marktechpost.ipynb		advanced_async_python_sdk_tutorial_Marktechpost.ipynb
advanced_dspy_qa_Marktechpost.ipynb		advanced_dspy_qa_Marktechpost.ipynb
advanced_google_adk_multi_agent_tutorial_Marktechpost.ipynb		advanced_google_adk_multi_agent_tutorial_Marktechpost.ipynb
advanced_langgraph_multi_agent_pipeline_Marktechpost.ipynb		advanced_langgraph_multi_agent_pipeline_Marktechpost.ipynb
advanced_pubmed_research_assistant_tutorial_Marktechpost.ipynb		advanced_pubmed_research_assistant_tutorial_Marktechpost.ipynb
advanced_serpapi_tutorial_Marktechpost.ipynb		advanced_serpapi_tutorial_Marktechpost.ipynb
agent2agent_collaboration_Marktechpost.ipynb		agent2agent_collaboration_Marktechpost.ipynb
agent_orchestration_with_mistral_agents_api.py		agent_orchestration_with_mistral_agents_api.py
async_config_tutorial_Marktechpost.ipynb		async_config_tutorial_Marktechpost.ipynb
beeai_multi_agent_workflow_Marktechpost.ipynb		beeai_multi_agent_workflow_Marktechpost.ipynb
custom_mcp_tools_integration_with_fastmcp_marktechpost.py		custom_mcp_tools_integration_with_fastmcp_marktechpost.py
daytona_secure_ai_code_execution_tutorial_Marktechpost.ipynb		daytona_secure_ai_code_execution_tutorial_Marktechpost.ipynb
emi_agent.py		emi_agent.py
gemini_agent_network_Marktechpost.ipynb		gemini_agent_network_Marktechpost.ipynb
gemini_autogen_multiagent_framework_Marktechpost.ipynb		gemini_autogen_multiagent_framework_Marktechpost.ipynb
graph_agent_framework_with_gemini_Marktechpost.ipynb		graph_agent_framework_with_gemini_Marktechpost.ipynb
griffe_ai_code_analyzer_Marktechpost.ipynb		griffe_ai_code_analyzer_Marktechpost.ipynb
how to enable function calling in Mistral Agents.py		how to enable function calling in Mistral Agents.py
inflation_agent.py		inflation_agent.py
lilac_functional_data_pipeline_Marktechpost.ipynb		lilac_functional_data_pipeline_Marktechpost.ipynb
mistral_devstral_compact_loading_marktechpost.py		mistral_devstral_compact_loading_marktechpost.py
nebius_llama3_multitool_agent_Marktechpost.ipynb		nebius_llama3_multitool_agent_Marktechpost.ipynb
network.ipynb		network.ipynb
nomic_gemini_multi_agent_ai_Marktechpost.ipynb		nomic_gemini_multi_agent_ai_Marktechpost.ipynb
ollama_langchain_tutorial_marktechpost.py		ollama_langchain_tutorial_marktechpost.py
openai_agents_multiagent_research_Marktechpost.ipynb		openai_agents_multiagent_research_Marktechpost.ipynb
openbb_advanced_portfolio_market_intelligence_Marktechpost.ipynb		openbb_advanced_portfolio_market_intelligence_Marktechpost.ipynb
paperqa2_gemini_research_agent_Marktechpost.ipynb		paperqa2_gemini_research_agent_Marktechpost.ipynb
polars_sql_analytics_pipeline_Marktechpost.ipynb		polars_sql_analytics_pipeline_Marktechpost.ipynb
primisai_nexus_multi_agent_workflow_Marktechpost.ipynb		primisai_nexus_multi_agent_workflow_Marktechpost.ipynb
production_ready_custom_ai_agents_workflows_Marktechpost.ipynb		production_ready_custom_ai_agents_workflows_Marktechpost.ipynb
prolog_gemini_langgraph_react_agent_Marktechpost.ipynb		prolog_gemini_langgraph_react_agent_Marktechpost.ipynb
roboflow_supervision_advanced_tracking_analytics_pipeline_Marktechpost.ipynb		roboflow_supervision_advanced_tracking_analytics_pipeline_Marktechpost.ipynb
sage_ai_agent_gemini_implementation_Marktechpost.ipynb		sage_ai_agent_gemini_implementation_Marktechpost.ipynb
smartwebagent_tavily_gemini_webintelligence_marktechpost2.py		smartwebagent_tavily_gemini_webintelligence_marktechpost2.py
streamlit_ai_agent_multitool_interface_Marktechpost.ipynb		streamlit_ai_agent_multitool_interface_Marktechpost.ipynb
tinydev_gemini_implementation_Marktechpost.ipynb		tinydev_gemini_implementation_Marktechpost.ipynb

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