# AI-Tutorial-Codes-Included

**Repository Path**: data_factory/AI-Tutorial-Codes-Included

## Basic Information

- **Project Name**: AI-Tutorial-Codes-Included
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: main
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## Statistics

- **Stars**: 0
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- **Created**: 2025-09-09
- **Last Updated**: 2025-09-09

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## README

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# AI-Tutorials/Implementations and Notebooks

### Index 

* [Agentic AI and Agents](https://github.com/Marktechpost/AI-Notebooks?tab=readme-ov-file#agentic-ai-and-agents)
* [MCPs Guides](https://github.com/Marktechpost/AI-Notebooks?tab=readme-ov-file#mcps-guides)
* [LLMs, ML and Other AI Section](https://github.com/Marktechpost/AI-Tutorial-Codes-Included?tab=readme-ov-file#llmsml-and-other-ai-section)

---
  

### Agentic AI and Agents

▶ How to Build a Complete Multi-Domain AI Web Agent Using Notte and Gemini [Codes](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/AI%20Agents%20Codes/Build%20a%20Complete%20Multi-Domain%20AI%20Web%20Agent%20Using%20Notte%20and%20Gemini) [Tutorial](https://www.marktechpost.com/2025/09/08/how-to-build-a-complete-multi-domain-ai-web-agent-using-notte-and-gemini/)

▶ How to Create a Bioinformatics AI Agent Using Biopython for DNA and Protein Analysis [Codes](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/AI%20Agents%20Codes/Bioinformatics%20AI%20Agent%20with%20Biopython) [Tutorial](https://www.marktechpost.com/2025/09/07/how-to-create-a-bioinformatics-ai-agent-using-biopython-for-dna-and-protein-analysis/)

▶ Step-by-Step Guide to AI Agent Development Using Microsoft Agent-Lightning [Codes](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/AI%20Agents%20Codes/agent_lightning_prompt_optimization_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/08/31/step-by-step-guide-to-ai-agent-development-using-microsoft-agent-lightning/)

▶ How to Build an Advanced AI Agent with Summarized Short-Term and Vector-Based Long-Term Memory [Codes](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/AI%20Agents%20Codes/Advanced%20AI%20Agent%20with%20Summarized%20Short%20Term%20and%20Vector-Based%20LongTerm%20Memory) [Tutorial](https://www.marktechpost.com/2025/09/02/how-to-build-an-advanced-ai-agent-with-summarized-short-term-and-vector-based-long-term-memory/)

▶ How to Build a Conversational Research AI Agent with LangGraph: Step Replay and Time-Travel Checkpoints [Codes](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/AI%20Agents%20Codes/langgraph_time_travel_research_agent_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/08/31/how-to-build-a-conversational-research-ai-agent-with-langgraph-step-replay-and-time-travel-checkpoints/)

▶ How to Build a Multi-Round Deep Research Agent with Gemini, DuckDuckGo API, and Automated Reporting? [Codes](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/AI%20Agents%20Codes/deep_research_agent_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/08/28/how-to-build-a-multi-round-deep-research-agent-with-gemini-duckduckgo-api-and-automated-reporting/)

▶ A Coding Guide to Building a Brain-Inspired Hierarchical Reasoning AI Agent with Hugging Face Models [Codes](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/AI%20Agents%20Codes/hrm_braininspired_ai_agent_huggingface_marktechpost.py) [Tutorial](https://www.marktechpost.com/2025/08/30/a-coding-guide-to-building-a-brain-inspired-hierarchical-reasoning-ai-agent-with-hugging-face-models/)

▶ A Full Code Implementation to Design a Graph-Structured AI Agent with Gemini for Task Planning, Retrieval, Computation, and Self-Critique [Codes](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/AI%20Agents%20Codes/graphagent_gemini_advanced_tutorial_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/08/23/a-full-code-implementation-to-design-a-graph-structured-ai-agent-with-gemini-for-task-planning-retrieval-computation-and-self-critique/)

▶ Building a Reliable End-to-End Machine Learning Pipeline Using MLE-Agent and Ollama Locally [Codes](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/AI%20Agents%20Codes/mle_agent_ollama_local_pipeline_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/08/25/building-a-reliable-end-to-end-machine-learning-pipeline-using-mle-agent-and-ollama-locally/)

▶ An Implementation Guide to Build a Modular Conversational AI Agent with Pipecat and HuggingFace [Codes](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/pipecat_huggingface_implementation_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/08/13/an-implementation-guide-to-build-a-modular-conversational-ai-agent-with-pipecat-and-huggingface/)

▶ Building a Secure and Memory-Enabled Cipher Workflow for AI Agents with Dynamic LLM Selection and API Integration [Codes](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/cipher_memory_agent_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/08/11/building-a-secure-and-memory-enabled-cipher-workflow-for-ai-agents-with-dynamic-llm-selection-and-api-integration/)

▶ A Developer’s Guide to OpenAI’s GPT-5 Model Capabilities [Codes](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/GPT-5/GPT_5.ipynb) [Tutorial](https://www.marktechpost.com/2025/08/08/a-developers-guide-to-openais-gpt-5-model-capabilities/)

▶ Building an Advanced PaperQA2 Research Agent with Google Gemini for Scientific Literature Analysis [Codes](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/paperqa2_gemini_research_agent_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/08/09/building-an-advanced-paperqa2-research-agent-with-google-gemini-for-scientific-literature-analysis/)

▶ A Code Implementation to Build a Multi-Agent Research System with OpenAI Agents, Function Tools, Handoffs, and Session Memory [Codes](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/openai_agents_multiagent_research_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/08/08/a-code-implementation-to-build-a-multi-agent-research-system-with-openai-agents-function-tools-handoffs-and-session-memory/)

▶ A Coding Implementation to Build a Self-Adaptive Goal-Oriented AI Agent Using Google Gemini and the SAGE Framework [Codes](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/sage_ai_agent_gemini_implementation_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/08/06/a-coding-implementation-to-build-a-self-adaptive-goal-oriented-ai-agent-using-google-gemini-and-the-sage-framework/)

▶ Building a Multi-Agent Conversational AI Framework with Microsoft AutoGen and Gemini API [Codes](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/gemini_autogen_multiagent_framework_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/08/04/building-a-multi-agent-conversational-ai-framework-with-microsoft-autogen-and-gemini-api/)

▶ A Coding Guide to Build an Intelligent Conversational AI Agent with Agent Memory Using Cognee and Free Hugging Face Models [Codes](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/Cognee_Agent_Tutorial_with_HuggingFace_Integration_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/07/31/a-coding-guide-to-build-an-intelligent-conversational-ai-agent-with-agent-memory-using-cognee-and-free-hugging-face-models/)

▶ A Coding Guide to Build a Scalable Multi-Agent System with Google ADK [Codes](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/advanced_google_adk_multi_agent_tutorial_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/07/30/a-coding-guide-to-build-a-scalable-multi-agent-system-with-google-adk/)

▶ A Coding Guide to Build a Tool-Calling ReAct Agent Fusing Prolog Logic with Gemini and LangGraph [Codes](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/prolog_gemini_langgraph_react_agent_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/07/24/a-coding-guide-to-build-a-tool-calling-react-agent-fusing-prolog-logic-with-gemini-and-langgraph/)

▶ A Coding Guide to Build an AI Code-Analysis Agent with Griffe [Codes](https://github.com/Marktechpost/AI-Notebooks/blob/main/griffe_ai_code_analyzer_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/07/16/a-coding-guide-to-build-an-ai-code-analysis-agent-with-griffe/)

▶ A Code Implementation for Designing Intelligent Multi-Agent Workflows with the BeeAI Framework [Codes](https://github.com/Marktechpost/AI-Notebooks/blob/main/beeai_multi_agent_workflow_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/07/07/a-code-implementation-for-designing-intelligent-multi-agent-workflows-with-the-beeai-framework/)

▶ Implementing a Tool-Enabled Multi-Agent Workflow with Python, OpenAI API, and PrimisAI Nexus [Codes](https://github.com/Marktechpost/AI-Notebooks/blob/main/primisai_nexus_multi_agent_workflow_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/07/07/implementing-a-tool-enabled-multi-agent-workflow-with-python-openai-api-and-primisai-nexus/)

▶ Getting Started with Agent Communication Protocol (ACP): Build a Weather Agent with Python [Codes](https://github.com/Marktechpost/AI-Notebooks/tree/main/Agent%20Communication%20Protocol/Getting%20Started) [Tutorial](https://www.marktechpost.com/2025/07/06/getting-started-with-agent-communication-protocol-acp-build-a-weather-agent-with-python/)

▶ Build a Powerful Multi-Tool AI Agent Using Nebius with Llama 3 and Real-Time Reasoning Tools [Codes](https://github.com/Marktechpost/AI-Notebooks/blob/main/nebius_llama3_multitool_agent_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/06/27/build-a-powerful-multi-tool-ai-agent-using-nebius-with-llama-3-and-real-time-reasoning-tools/)

▶ Building Production-Ready Custom AI Agents for Enterprise Workflows with Monitoring, Orchestration, and Scalability [Codes](https://github.com/Marktechpost/AI-Notebooks/blob/main/production_ready_custom_ai_agents_workflows_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/06/22/building-production-ready-custom-ai-agents-for-enterprise-workflows-with-monitoring-orchestration-and-scalability/)

▶ Building an A2A-Compliant Random Number Agent: A Step-by-Step Guide to Implementing the Low-Level Executor Pattern with Python [Codes](https://github.com/Marktechpost/AI-Notebooks/tree/main/A2A_Simple_Agent) [Tutorial](https://www.marktechpost.com/2025/06/21/building-an-a2a-compliant-random-number-agent-a-step-by-step-guide-to-implementing-the-low-level-executor-pattern-with-python/)

▶ Build a Low-Footprint AI Coding Assistant with Mistral Devstral [Codes](https://github.com/Marktechpost/AI-Notebooks/blob/main/mistral_devstral_compact_loading_marktechpost.py) [Tutorial](https://www.marktechpost.com/2025/06/25/build-a-low-footprint-ai-coding-assistant-with-mistral-devstral/)

▶ How to Build an Advanced BrightData Web Scraper with Google Gemini for AI-Powered Data Extraction [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/Enhanced_BrightData_Gemini_Scraper_Tutorial_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/06/18/how-to-build-an-advanced-brightdata-web-scraper-with-google-gemini-for-ai-powered-data-extraction/)

▶ Build an Intelligent Multi-Tool AI Agent Interface Using Streamlit for Seamless Real-Time Interaction [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/streamlit_ai_agent_multitool_interface_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/06/20/build-an-intelligent-multi-tool-ai-agent-interface-using-streamlit-for-seamless-real-time-interaction/)

▶ How to Use python-A2A to Create and Connect Financial Agents with Google’s Agent-to-Agent (A2A) Protocol [Notebook-inflation_agent.py](https://github.com/Marktechpost/AI-Notebooks/blob/main/inflation_agent.py) [Notebook-network.ipynb](https://github.com/Marktechpost/AI-Notebooks/blob/main/network.ipynb) [Notebook-emi_agent.py](https://github.com/Marktechpost/AI-Notebooks/blob/main/emi_agent.py)  [Tutorial](https://www.marktechpost.com/2025/06/16/how-to-use-python-a2a-to-create-and-connect-financial-agents-with-googles-agent-to-agent-a2a-protocol/)

▶ Develop a Multi-Tool AI Agent with Secure Python Execution using Riza and Gemini [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/Agents/Agentic-AI/Riza_Gemini_Agent_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/06/11/develop-a-multi-tool-ai-agent-with-secure-python-execution-using-riza-and-gemini/)

▶ Build a Gemini-Powered DataFrame Agent for Natural Language Data Analysis with Pandas and LangChain [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/Gemini_Pandas_Agent_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/06/10/build-a-gemini-powered-dataframe-agent-for-natural-language-data-analysis-with-pandas-and-langchain/)

▶ How to Build an Asynchronous AI Agent Network Using Gemini for Research, Analysis, and Validation Tasks [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/gemini_agent_network_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/06/08/how-to-build-an-asynchronous-ai-agent-network-using-gemini-for-research-analysis-and-validation-tasks/)

▶ How to Create Smart Multi-Agent Workflows Using the Mistral Agents API’s Handoffs Feature [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/agent_orchestration_with_mistral_agents_api.py) [Tutorial](https://www.marktechpost.com/2025/06/09/how-to-create-smart-multi-agent-workflows-using-the-mistral-agents-apis-handoffs-feature/)

▶ How to Enable Function Calling in Mistral Agents Using the Standard JSON Schema Format [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/how%20to%20enable%20function%20calling%20in%20Mistral%20Agents.py) [Tutorial](https://www.marktechpost.com/2025/06/08/how-to-enable-function-calling-in-mistral-agents-using-the-standard-json-schema-format/)

▶ A Step-by-Step Coding Guide to Building an Iterative AI Workflow Agent Using LangGraph and Gemini [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/GraphAIAgent_LangGraph_Gemini_Workflow_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/06/05/a-step-by-step-coding-guide-to-building-an-iterative-ai-workflow-agent-using-langgraph-and-gemini/)

▶ A Coding Implementation to Build an Advanced Web Intelligence Agent with Tavily and Gemini AI [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/smartwebagent_tavily_gemini_webintelligence_marktechpost2.py) [Tutorial](https://www.marktechpost.com/2025/06/03/a-coding-implementation-to-build-an-advanced-web-intelligence-agent-with-tavily-and-gemini-ai/)

▶ Hands-On Guide: Getting started with Mistral Agents API [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/Getting_Started_with_Mistral_Agents_API.ipynb) [Tutorial](https://www.marktechpost.com/2025/06/03/hands-on-guide-getting-started-with-mistral-agents-api/)

▶ A Coding Guide to Building a Scalable Multi-Agent Communication Systems Using Agent Communication Protocol (ACP)  [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/A_Coding_Guide_to_ACP_Systems_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/05/31/a-coding-guide-to-building-a-scalable-multi-agent-communication-systems-using-agent-communication-protocol-acp/)

▶ A Coding Guide for Building a Self-Improving AI Agent Using Google’s Gemini API with Intelligent Adaptation Features [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/Self_Improving_AI_Agent_with_Gemini_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/05/29/a-coding-guide-for-building-a-self-improving-ai-agent-using-googles-gemini-api-with-intelligent-adaptation-features/)

▶ A Step-by-Step Coding Implementation of an Agent2Agent Framework for Collaborative and Critique-Driven AI Problem Solving with Consensus-Building [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/agent2agent_collaboration_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/05/27/a-step-by-step-coding-implementation-of-an-agent2agent-framework-for-collaborative-and-critique-driven-ai-problem-solving-with-consensus-building/)

▶ A Coding Guide to Building a Customizable Multi-Tool AI Agent with LangGraph and Claude for Dynamic Agent Creation [Notebook](https://github.com/Marktechpost/AINotebooks/blob/main/Customizable_MultiTool_AI_Agent_with_Claude_Marktechpost%20(1).ipynb) [Tutorial](https://www.marktechpost.com/2025/05/24/step-by-step-guide-to-build-a-customizable-multi-tool-ai-agent-with-langgraph-and-claude-for-dynamic-agent-creation/)

▶ A Coding Implementation to Build an AI Agent with Live Python Execution and Automated Validation [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/Live_Python_Execution_and_Validation_Agent_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/05/25/a-coding-implementation-to-build-an-ai-agent-with-live-python-execution-and-automated-validation/)

▶ A Comprehensive Coding Guide to Crafting Advanced Round-Robin Multi-Agent Workflows with Microsoft AutoGen  [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/Synthetic_Data_Creation.ipynb) [Tutorial](https://www.marktechpost.com/2025/05/23/a-comprehensive-coding-guide-to-crafting-advanced-round-robin-multi-agent-workflows-with-microsoft-autogen/)

▶ A Coding Implementation of an Intelligent AI Assistant with Jina Search, LangChain, and Gemini for Real-Time Information Retrieval [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/Jina_LangChain_Gemini_AI_Assistant_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/06/01/a-coding-implementation-of-an-intelligent-ai-assistant-with-jina-search-langchain-and-gemini-for-real-time-information-retrieval/)

---

### MCPs Guides 

▶ Implementing OAuth 2.1 for MCP Servers with Scalekit: A Step-by-Step Coding Tutorial [Codes](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/tree/main/OAuth%202.1%20for%20MCP%20Servers) [Tutorial](https://www.marktechpost.com/2025/09/01/implementing-oauth-2-1-for-mcp-servers-with-scalekit-a-step-by-step-coding-tutorial/)

▶ Building an MCP-Powered AI Agent with Gemini and mcp-agent Framework: A Step-by-Step Implementation Guide [Notebook](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/mcp_gemini_agent_tutorial_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/08/17/building-an-mcp-powered-ai-agent-with-gemini-and-mcp-agent-framework-a-step-by-step-implementation-guide/)

▶ Creating Dashboards Using Vizro MCP: Vizro is an Open-Source Python Toolkit by McKinsey [Tutorial](https://www.marktechpost.com/2025/08/18/creating-dashboards-using-vizro-mcp-vizro-is-an-open-source-python-toolkit-by-mckinsey/)

▶ 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](https://github.com/Marktechpost/AI-Notebooks/blob/main/custom_mcp_tools_integration_with_fastmcp_marktechpost.py) [Tutorial](https://www.marktechpost.com/2025/04/21/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-2-0s-function%e2%80%91calling-workflow/)

▶ 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](https://github.com/Marktechpost/AI-Notebooks/blob/main/Context_Aware_Assistant_MCP_Gemini_LangChain_LangGraph_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/04/04/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/)

▶ Guide to Using the Desktop Commander MCP Server [Tutorial](https://www.marktechpost.com/2025/06/01/guide-to-using-the-desktop-commander-mcp-server/)

---

### LLMs,ML and Other AI Section

▶ Building and Optimizing Intelligent Machine Learning Pipelines with TPOT for Complete Automation and Performance Enhancement [Notebook](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/ML%20Project%20Codes/tpot_advanced_pipeline_optimization_marktechpost.py) [Tutorial](https://www.marktechpost.com/2025/08/29/building-and-optimizing-intelligent-machine-learning-pipelines-with-tpot-for-complete-automation-and-performance-enhancement/)

▶ A Coding Implementation to Build a Complete Self-Hosted LLM Workflow with Ollama, REST API, and Gradio Chat Interface [Notebook](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/self_hosted_llm_ollama_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/08/19/a-coding-implementation-to-build-a-complete-self-hosted-llm-workflow-with-ollama-rest-api-and-gradio-chat-interface/)

▶ How to Test an OpenAI Model Against Single-Turn Adversarial Attacks Using deepteam [Notebook](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/Adversarial%20Attacks/Single-Turn%20Attacks.ipynb) [Tutorial](https://www.marktechpost.com/2025/08/17/how-to-test-an-openai-model-against-single-turn-adversarial-attacks-using-deepteam/)

▶ Using RouteLLM to Optimize LLM Usage [Notebook](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/GPT-5/RouteLLM.ipynb) [Tutorial](https://www.marktechpost.com/2025/08/10/using-routellm-to-optimize-llm-usage/)

▶ Tutorial: Exploring SHAP-IQ Visualizations[Notebook](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/SHAP-IQ/SHAP_IQ_Visuals.ipynb) [Tutorial](https://www.marktechpost.com/2025/08/03/tutorial-exploring-shap-iq-visualizations/)

▶ Building an End-to-End Object Tracking and Analytics System with Roboflow Supervision [Notebook](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/blob/main/roboflow_supervision_advanced_tracking_analytics_pipeline_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/08/03/building-an-end-to-end-object-tracking-and-analytics-system-with-roboflow-supervision/)

▶ Getting Started with Microsoft’s Presidio: A Step-by-Step Guide to Detecting and Anonymizing Personally Identifiable Information PII in Text [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/Presidio.ipynb) [Tutorial](https://www.marktechpost.com/2025/06/24/getting-started-with-microsofts-presidio-a-step-by-step-guide-to-detecting-and-anonymizing-personally-identifiable-information-pii-in-text/)

▶ Build a Groundedness Verification Tool Using Upstage API and LangChain [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/Upstage_Groundedness_Check_Tutorial_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/06/24/build-a-groundedness-verification-tool-using-upstage-api-and-langchain/)

▶ A Coding Guide to Build a Production-Ready Asynchronous Python SDK with Rate Limiting, In-Memory Caching, and Authentication [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/advanced_async_python_sdk_tutorial_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/06/23/a-coding-guide-to-build-a-production-ready-asynchronous-python-sdk-with-rate-limiting-in-memory-caching-and-authentication/)

▶ Building High-Performance Financial Analytics Pipelines with Polars: Lazy Evaluation, Advanced Expressions, and SQL Integration [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/polars_sql_analytics_pipeline_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/06/17/building-high-performance-financial-analytics-pipelines-with-polars-lazy-evaluation-advanced-expressions-and-sql-integration/)

▶ Building AI-Powered Applications Using the Plan → Files → Code Workflow in TinyDev [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/tinydev_gemini_implementation_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/06/14/building-ai-powered-applications-using-the-plan-%e2%86%92-files-%e2%86%92-code-workflow-in-tinydev/)

▶ A Comprehensive Coding Tutorial for Advanced SerpAPI Integration with Google Gemini-1.5-Flash for Advanced Analytics [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/advanced_serpapi_tutorial_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/06/06/a-comprehensive-coding-tutorial-for-advanced-serpapi-integration-with-google-gemini-1-5-flash-for-advanced-analytics/)

▶ Build a Secure AI Code Execution Workflow Using Daytona SDK [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/daytona_secure_ai_code_execution_tutorial_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/06/12/build-a-secure-ai-code-execution-workflow-using-daytona-sdk/)

▶ A Coding Guide Implementing ScrapeGraph and Gemini AI for an Automated, Scalable, Insight-Driven Competitive Intelligence and Market Analysis Workflow  [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/Competitive_Analysis_with_ScrapeGraph_Gemini_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/06/02/a-coding-guide-implementing-scrapegraph-and-gemini-ai-for-an-automated-scalable-insight-driven-competitive-intelligence-and-market-analysis-workflow/)

▶ A Coding Implementation to Build an Interactive Transcript and PDF Analysis with Lyzr Chatbot Framework [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/Lyzr_Chatbot_Framework_Implementation_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/05/27/a-coding-implementation-to-build-an-interactive-transcript-and-pdf-analysis-with-lyzr-chatbot-framework/)

▶ Step-by-Step Guide to Creating Synthetic Data Using the Synthetic Data Vault (SDV)  [Notebook](https://github.com/Marktechpost/AI-Notebooks/blob/main/AutoGen_TeamTool_RoundRobin_Marktechpost.ipynb) [Tutorial](https://www.marktechpost.com/2025/05/25/step-by-step-guide-to-creating-synthetic-data-using-the-synthetic-data-vault-sdv/)

▶ Creating a Knowledge Graph Using an LLM  [Codes](https://github.com/Marktechpost/AI-Tutorial-Codes-Included/tree/main/Mirascope) [Tutorial](https://www.marktechpost.com/2025/07/28/creating-a-knowledge-graph-using-an-llm/)