AI-Tutorials/Implementations and Notebooks

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AI-Tutorials/Implementations and Notebooks

Index

Agentic AI and Agents

▶ How to Build a Multilingual OCR AI Agent in Python with EasyOCR and OpenCV Codes Tutorial

▶ How to Build a Robust Advanced Neural AI Agent with Stable Training, Adaptive Learning, and Intelligent Decision-Making? Codes Tutorial

▶ Building Advanced MCP (Model Context Protocol) Agents with Multi-Agent Coordination, Context Awareness, and Gemini Integration Codes Tutorial

▶ How to Build a Complete Multi-Domain AI Web Agent Using Notte and Gemini Codes Tutorial

▶ How to Create a Bioinformatics AI Agent Using Biopython for DNA and Protein Analysis Codes Tutorial

▶ Step-by-Step Guide to AI Agent Development Using Microsoft Agent-Lightning Codes Tutorial

▶ How to Build an Advanced AI Agent with Summarized Short-Term and Vector-Based Long-Term Memory Codes Tutorial

▶ How to Build a Conversational Research AI Agent with LangGraph: Step Replay and Time-Travel Checkpoints Codes Tutorial

▶ How to Build a Multi-Round Deep Research Agent with Gemini, DuckDuckGo API, and Automated Reporting? Codes Tutorial

▶ A Coding Guide to Building a Brain-Inspired Hierarchical Reasoning AI Agent with Hugging Face Models Codes Tutorial

▶ A Full Code Implementation to Design a Graph-Structured AI Agent with Gemini for Task Planning, Retrieval, Computation, and Self-Critique Codes Tutorial

▶ Building a Reliable End-to-End Machine Learning Pipeline Using MLE-Agent and Ollama Locally Codes Tutorial

▶ An Implementation Guide to Build a Modular Conversational AI Agent with Pipecat and HuggingFace Codes Tutorial

▶ Building a Secure and Memory-Enabled Cipher Workflow for AI Agents with Dynamic LLM Selection and API Integration Codes Tutorial

▶ 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

▶ Implementing OAuth 2.1 for MCP Servers with Scalekit: A Step-by-Step Coding Tutorial Codes Tutorial

▶ Building an MCP-Powered AI Agent with Gemini and mcp-agent Framework: A Step-by-Step Implementation Guide Notebook Tutorial

▶ Creating Dashboards Using Vizro MCP: Vizro is an Open-Source Python Toolkit by McKinsey Tutorial

▶ 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,ML and Other AI Section

▶ Building and Optimizing Intelligent Machine Learning Pipelines with TPOT for Complete Automation and Performance Enhancement Notebook Tutorial

▶ A Coding Implementation to Build a Complete Self-Hosted LLM Workflow with Ollama, REST API, and Gradio Chat Interface Notebook Tutorial

▶ How to Test an OpenAI Model Against Single-Turn Adversarial Attacks Using deepteam Notebook Tutorial

▶ 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

Voice AI

▶ Building a Speech Enhancement and Automatic Speech Recognition (ASR) Pipeline in Python Using SpeechBrain Codes Tutorial

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AI-Tutorials/Implementations and Notebooks

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MCPs Guides

LLMs,ML and Other AI Section

Voice AI

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Name		Name	Last commit message	Last commit date
Latest commit History 273 Commits
A2A_Simple_Agent		A2A_Simple_Agent
AI Agents Codes		AI Agents Codes
Adversarial Attacks		Adversarial Attacks
Agent Communication Protocol/Getting Started		Agent Communication Protocol/Getting Started
GPT-5		GPT-5
LLM Evaluation		LLM Evaluation
ML Project Codes		ML Project Codes
MLFlow for LLM Evaluation		MLFlow for LLM Evaluation
Mirascope		Mirascope
OAuth 2.1 for MCP Servers		OAuth 2.1 for MCP Servers
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
JSON_Prompting.ipynb		JSON_Prompting.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
cipher_memory_agent_Marktechpost.ipynb		cipher_memory_agent_Marktechpost.ipynb
custom_mcp_tools_integration_with_fastmcp_marktechpost.py		custom_mcp_tools_integration_with_fastmcp_marktechpost.py
dagster_advanced_pipeline_Marktechpost.ipynb		dagster_advanced_pipeline_Marktechpost.ipynb
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
guide_to_building_an_end_to_end_speech_enhancement_and_recognition_pipeline_with_speechbrain.py		guide_to_building_an_end_to_end_speech_enhancement_and_recognition_pipeline_with_speechbrain.py
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
mcp_gemini_agent_tutorial_Marktechpost.ipynb		mcp_gemini_agent_tutorial_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
parsl_ai_agent_pipeline_marktechpost.py		parsl_ai_agent_pipeline_marktechpost.py
pipecat_huggingface_implementation_Marktechpost.ipynb		pipecat_huggingface_implementation_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
self_hosted_llm_ollama_Marktechpost.ipynb		self_hosted_llm_ollama_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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