AI Agents Projects Tutorials

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Agentic AI and Agents Tutorials/Implementations and Notebooks

▶ Build a CloakBrowser Automation Workflow with Stealth Chromium, Persistent Profiles, and Browser Signal Inspection Codes Tutorial

▶ A Groq-Powered Agentic Research Assistant with LangGraph, Tool Calling, Sub-Agents, and Agentic Memory: Lets Built It Codes Tutorial

▶ How to Build a Fully Interactive Multi-Page NiceGUI Application with Real-Time Dashboard, CRUD Operations, File Upload, and Async Chat Codes Tutorial

▶ Build a Modular Skill-Based Agent System for LLMs with Dynamic Tool Routing in Python Codes Tutorial

▶ Build a Multi-Agent AI Workflow for Biological Network Modeling, Protein Interactions, Metabolism, and Cell Signaling Simulation Codes Tutorial

▶ A Coding Implementation to Parsing, Analyzing, Visualizing, and Fine-Tuning Agent Reasoning Traces Using the lambda/hermes-agent-reasoning-traces Dataset Codes Tutorial

▶ A Coding Deep Dive into Agentic UI, Generative UI, State Synchronization, and Interrupt-Driven Approval Flows Codes Tutorial

▶ Build a Reinforcement Learning Powered Agent that Learns to Retrieve Relevant Long-Term Memories for Accurate LLM Question Answering Codes Tutorial

▶ How to Design a Production-Grade CAMEL Multi-Agent System with Planning, Tool Use, Self-Consistency, and Critique-Driven Refinement Codes Tutorial

▶ How to Build a Universal Long-Term Memory Layer for AI Agents Using Mem0 and OpenAI Codes Tutorial

▶ A Coding Implementation to Build Multi-Agent AI Systems with SmolAgents Using Code Execution, Tool Calling, and Dynamic Orchestration Codes Tutorial

▶ Google ADK Multi-Agent Pipeline Tutorial: Data Loading, Statistical Testing, Visualization, and Report Generation in Python Codes Tutorial

▶ How to Build a Secure Local-First Agent Runtime with OpenClaw Gateway, Skills, and Controlled Tool Execution Codes Tutorial

▶ How to Combine Google Search, Google Maps, and Custom Functions in a Single Gemini API Call With Context Circulation, Parallel Tool IDs, and Multi-Step Agentic Chains Codes Tutorial

▶ How to Build Production-Ready Agentic Systems with Z.AI GLM-5 Using Thinking Mode, Tool Calling, Streaming, and Multi-Turn Workflows Codes Tutorial

▶ How to Build Production Ready AgentScope Workflows with ReAct Agents, Custom Tools, Multi-Agent Debate, Structured Output and Concurrent Pipelines Codes Tutorial

▶ How to Build and Evolve a Custom OpenAI Agent with A-Evolve Using Benchmarks, Skills, Memory, and Workspace Mutations Codes Tutorial

▶ How to Build Advanced Cybersecurity AI Agents with CAI Using Tools, Guardrails, Handoffs, and Multi-Agent Workflows Codes Tutorial

▶ A Coding Guide to Exploring nanobot’s Full Agent Pipeline, from Wiring Up Tools and Memory to Skills, Subagents, and Cron Scheduling Codes Tutorial

▶ An Implementation of IWE’s Context Bridge as an AI-Powered Knowledge Graph with Agentic RAG, OpenAI Function Calling, and Graph Traversal Codes Tutorial

▶ How to Build a Vision-Guided Web AI Agent with MolmoWeb-4B Using Multimodal Reasoning and Action Prediction Codes Tutorial

▶ A Coding Implementation to Design Self-Evolving Skill Engine with OpenSpace for Skill Learning, Token Efficiency, and Collective Intelligence Codes Tutorial

▶ How to Design a Production-Ready AI Agent That Automates Google Colab Workflows Using Colab-MCP, MCP Tools, FastMCP, and Kernel Execution Codes Tutorial

▶ Implementing Deep Q-Learning (DQN) from Scratch Using RLax JAX Haiku and Optax to Train a CartPole Reinforcement Learning Agent Codes Tutorial

▶ A Coding Implementation Showcasing ClawTeam's Multi-Agent Swarm Orchestration with OpenAI Function Calling Codes Tutorial

▶ A Coding Implementation to Design an Enterprise AI Governance System Using OpenClaw Gateway Policy Engines, Approval Workflows and Auditable Agent Execution Codes Tutorial

▶ How to Build an Autonomous Machine Learning Research Loop in Google Colab Using Andrej Karpathy’s AutoResearch Framework for Hyperparameter Discovery and Experiment Tracking Codes Tutorial

▶ How to Design a Streaming Decision Agent with Partial Reasoning, Online Replanning, and Reactive Mid-Execution Adaptation in Dynamic Environments Codes Tutorial

▶ How to Build a Self-Designing Meta-Agent That Automatically Constructs, Instantiates, and Refines Task-Specific AI Agents Codes Tutorial

▶ How to Build a Risk-Aware AI Agent with Internal Critic, Self-Consistency Reasoning, and Uncertainty Estimation for Reliable Decision-Making Codes Tutorial

▶ Building Next-Gen Agentic AI: A Complete Framework for Cognitive Blueprint Driven Runtime Agents with Memory Tools and Validation Codes Tutorial

▶ How to Design an Advanced Tree-of-Thoughts Multi-Branch Reasoning Agent with Beam Search, Heuristic Scoring, and Depth-Limited Pruning Codes Tutorial

▶ How to Build an EverMem-Style Persistent AI Agent OS with Hierarchical Memory, FAISS Vector Retrieval, SQLite Storage, and Automated Memory Consolidation Codes Tutorial

▶ How to Design a Production-Grade Multi-Agent Communication System Using LangGraph Structured Message Bus, ACP Logging, and Persistent Shared State Architecture Codes Tutorial

▶ A Coding Implementation to Build a Hierarchical Planner AI Agent Using Open-Source LLMs with Tool Execution and Structured Multi-Agent Reasoning Codes Tutorial

▶ How to Build a Production-Grade Customer Support Automation Pipeline with Griptape Using Deterministic Tools and Agentic Reasoning Codes Tutorial

▶ How to Design a Swiss Army Knife Research Agent with Tool-Using AI, Web Search, PDF Analysis, Vision, and Automated Reporting Codes Tutorial

▶ How to Design an Agentic Workflow for Tool-Driven Route Optimization with Deterministic Computation and Structured Outputs Codes Tutorial

▶ A Coding Implementation to Build Bulletproof Agentic Workflows with PydanticAI Using Strict Schemas, Tool Injection, and Model-Agnostic Execution Codes Tutorial

▶ A Coding Implementation to Design a Stateful Tutor Agent with Long-Term Memory, Semantic Recall, and Adaptive Practice Generation Codes Tutorial

▶ How to Build a Self-Organizing Agent Memory System for Long-Term AI Reasoning Codes Tutorial

▶ How to Build an Atomic-Agents RAG Pipeline with Typed Schemas, Dynamic Context Injection, and Agent Chaining Codes Tutorial

▶ How to Build a Production-Grade Agentic AI System with Hybrid Retrieval, Provenance-First Citations, Repair Loops, and Episodic Memory Codes Tutorial

▶ How to Build Efficient Agentic Reasoning Systems by Dynamically Pruning Multiple Chain-of-Thought Paths Without Losing Accuracy Codes Tutorial

▶ A Coding Implementation to Train Safety-Critical Reinforcement Learning Agents Offline Using Conservative Q-Learning with d3rlpy and Fixed Historical Data Codes Tutorial

▶ How to Build Memory-Driven AI Agents with Short-Term, Long-Term, and Episodic Memory Codes Tutorial

▶ How to Design Self-Reflective Dual-Agent Governance Systems with Constitutional AI for Secure and Compliant Financial Operations Codes Tutorial

▶ How a Haystack-Powered Multi-Agent System Detects Incidents, Investigates Metrics and Logs, and Produces Production-Grade Incident Reviews End-to-End Codes Tutorial

▶ How an AI Agent Chooses What to Do Under Tokens, Latency, and Tool-Call Budget Constraints? Codes Tutorial

▶ A Coding Guide to Anemoi-Style Semi-Centralized Agentic Systems Using Peer-to-Peer Critic Loops in LangGraph Codes Tutorial

▶ How to Build a Self-Evaluating Agentic AI System with LlamaIndex and OpenAI Using Retrieval, Tool Use, and Automated Quality Checks Codes Tutorial

▶ How to Build a Safe, Autonomous Prior Authorization Agent for Healthcare Revenue Cycle Management with Human-in-the-Loop Controls Codes Tutorial

▶ How to Design an Agentic AI Architecture with LangGraph and OpenAI Using Adaptive Deliberation, Memory Graphs, and Reflexion Loops Codes Tutorial

▶ A Coding Guide to Design and Orchestrate Advanced ReAct-Based Multi-Agent Workflows with AgentScope and OpenAI Codes Tutorial

▶ How to Build a Production-Ready Multi-Agent Incident Response System Using OpenAI Swarm and Tool-Augmented Agents Codes Tutorial

▶ A Coding Implementation to Build a Self-Testing Agentic AI System Using Strands to Red-Team Tool-Using Agents and Enforce Safety at Runtime Codes Tutorial

▶ How to Design Transactional Agentic AI Systems with LangGraph Using Two-Phase Commit, Human Interrupts, and Safe Rollbacks Codes Tutorial

▶ How to Build a Robust Multi-Agent Pipeline Using CAMEL with Planning, Web-Augmented Reasoning, Critique, and Persistent Memory Codes Tutorial

▶ How to Build Contract-First Agentic Decision Systems with PydanticAI for Risk-Aware, Policy-Compliant Enterprise AI Codes Tutorial

▶ How to Build Production-Grade Agentic Workflows with GraphBit Using Deterministic Tools, Validated Execution Graphs, and Optional LLM Orchestration Codes Tutorial

▶ A Coding Guide to Build an Autonomous Multi-Agent Logistics System with Route Planning, Dynamic Auctions, and Real-Time Visualization Using Graph-Based Simulation Codes Tutorial

▶ How to Build a Fully Autonomous Local Fleet-Maintenance Analysis Agent Using SmolAgents and Qwen Model Codes Tutorial

▶ How to Build a Proactive Pre-Emptive Churn Prevention Agent with Intelligent Observation and Strategy Formation Codes Tutorial

▶ A Coding Guide to Design a Complete Agentic Workflow in Gemini for Automated Medical Evidence Gathering and Prior Authorization Submission Codes Tutorial

▶ How to Orchestrate a Fully Autonomous Multi-Agent Research and Writing Pipeline Using CrewAI and Gemini for Real-Time Intelligent Collaboration Codes Tutorial

▶ A Complete Workflow for Automated Prompt Optimization Using Gemini Flash, Few-Shot Selection, and Evolutionary Instruction Search Codes Tutorial

▶ How to Design a Gemini-Powered Self-Correcting Multi-Agent AI System with Semantic Routing, Symbolic Guardrails, and Reflexive Orchestration Codes Tutorial

▶ How to Design a Fully Local Agentic Storytelling Pipeline Using Griptape Workflows, Hugging Face Models, and Modular Creative Task Orchestration Codes Tutorial

▶ A Coding Guide to Build a Procedural Memory Agent That Learns, Stores, Retrieves, and Reuses Skills as Neural Modules Over Time Codes Tutorial

▶ How to Build an Adaptive Meta-Reasoning Agent That Dynamically Chooses Between Fast, Deep, and Tool-Based Thinking Strategies Codes Tutorial

▶ How to Design a Fully Local Multi-Agent Orchestration System Using TinyLlama for Intelligent Task Decomposition and Autonomous Collaboration Codes Tutorial

▶ How to Build a Meta-Cognitive AI Agent That Dynamically Adjusts Its Own Reasoning Depth for Efficient Problem Solving Codes Tutorial

▶ A Coding Guide to Design an Agentic AI System Using a Control-Plane Architecture for Safe, Modular, and Scalable Tool-Driven Reasoning Workflows Codes Tutorial

▶ A Coding Implementation for an Agentic AI Framework that Performs Literature Analysis, Hypothesis Generation, Experimental Planning, Simulation, and Scientific Reporting Codes Tutorial

▶ How to Build a Neuro-Symbolic Hybrid Agent that Combines Logical Planning with Neural Perception for Robust Autonomous Decision-Making Codes Tutorial

▶ How to Design a Mini Reinforcement Learning Environment-Acting Agent with Intelligent Local Feedback, Adaptive Decision-Making, and Multi-Agent Coordination Codes Tutorial

▶ How to Build a Fully Offline Multi-Tool Reasoning Agent with Dynamic Planning, Error Recovery, and Intelligent Function Routing Codes Tutorial

▶ An Implementation of a Comprehensive Empirical Framework for Benchmarking Reasoning Strategies in Modern Agentic AI Systems Codes Tutorial

▶ How to Build an Agentic Deep Reinforcement Learning System with Curriculum Progression, Adaptive Exploration, and Meta-Level UCB Planning Codes Tutorial

▶ How to Build Memory-Powered Agentic AI That Learns Continuously Through Episodic Experiences and Semantic Patterns for Long-Term Autonomy Codes Tutorial

▶ How to Design an Advanced Multi-Agent Reasoning System with spaCy Featuring Planning, Reflection, Memory, and Knowledge Graphs Codes Tutorial

▶ How to Build a Fully Self-Verifying Data Operations AI Agent Using Local Hugging Face Models for Automated Planning, Execution, and Testing Codes Tutorial

▶ A Coding Implementation to Build Neural Memory Agents with Differentiable Memory, Meta-Learning, and Experience Replay for Continual Adaptation in Dynamic Environments Codes Tutorial

▶ How to Build an Agentic Voice AI Assistant that Understands, Reasons, Plans, and Responds through Autonomous Multi-Step Intelligence Codes Tutorial

▶ Build a Multi-Agent System for Integrated Transcriptomic, Proteomic, and Metabolomic Data Interpretation with Pathway Reasoning Codes Tutorial

▶ How to Build a Model-Native Agent That Learns Internal Planning, Memory, and Multi-Tool Reasoning Through End-to-End Reinforcement Learning Codes Tutorial

▶ Build an Autonomous Wet-Lab Protocol Planner and Validator Using Salesforce CodeGen for Agentic Experiment Design and Safety Optimization Codes Tutorial

▶ How to Design a Persistent Memory and Personalized Agentic AI System with Decay and Self-Evaluation? Codes Tutorial

▶ How to Design an Autonomous Multi-Agent Data and Infrastructure Strategy System Using Lightweight Qwen Models for Efficient Pipeline Intelligence? Codes Tutorial

▶ How to Build a Fully Functional Computer-Use Agent that Thinks, Plans, and Executes Virtual Actions Using Local AI Models Codes Tutorial

▶ A Coding Implementation of a Comprehensive Enterprise AI Benchmarking Framework to Evaluate Rule-Based LLM, and Hybrid Agentic AI Systems Across Real-World Tasks Codes Tutorial

▶ How to Build Ethically Aligned Autonomous Agents through Value-Guided Reasoning and Self-Correcting Decision-Making Using Open-Source Models Codes Tutorial

▶ How to Build, Train, and Compare Multiple Reinforcement Learning Agents in a Custom Trading Environment Using Stable-Baselines3 Codes Tutorial

▶ How I Built an Intelligent Multi-Agent Systems with AutoGen, LangChain, and Hugging Face to Demonstrate Practical Agentic AI Workflows Codes Tutorial

▶ A Coding Guide to Build a Fully Functional Multi-Agent Marketplace Using uAgent Codes Tutorial

▶ A Coding Implementation of Secure AI Agent with Self-Auditing Guardrails, PII Redaction, and Safe Tool Access in Python Codes Tutorial

▶ Meet LangChain’s DeepAgents Library and a Practical Example to See How DeepAgents Actually Work in Action Codes Tutorial

▶ An Intelligent Conversational Machine Learning Pipeline Integrating LangChain Agents and XGBoost for Automated Data Science Workflows Codes Tutorial

▶ A Coding Guide to Build an AI-Powered Cryptographic Agent System with Hybrid Encryption, Digital Signatures, and Adaptive Security Intelligence Codes Tutorial

▶ How to Build an Advanced Agentic Retrieval-Augmented Generation (RAG) System with Dynamic Strategy and Smart Retrieval? Codes Tutorial

▶ A Coding Guide to Build a Hierarchical Supervisor Agent Framework with CrewAI and Google Gemini for Coordinated Multi-Agent Workflows Codes Tutorial

▶ How to Build an Intelligent AI Desktop Automation Agent with Natural Language Commands and Interactive Simulation? Codes Tutorial

▶ How to Build an Advanced End-to-End Voice AI Agent Using Hugging Face Pipelines? Codes Tutorial

▶ How to Create Reliable Conversational AI Agents Using Parlant? Codes Tutorial

▶ 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