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What is a ReAct Agent? | IBM

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WelcomeOverviewAI agents versus AI assistantsWhat is agentic AI?Why is agentic AI important?Agentic AI versus generative AIOverviewAgentic codingAgentic engineeringAgentOpsTutorial: AgentOps with IBM Telemetry using watsonx OrchestrateBuilding AI agentsEvolution of AI agentsOverviewGoal-based agentModel-based reflex agentSimple reflex agentUtility-based agentOverviewWhat are agentic workflows?Tutorial: Agentic workflowsCommunicationLearningMemoryPerceptionPlanningReasoningWhat is tool calling?Tutorial: Ollama tool callingTutorial: LM Studio tool callingOverviewWhat is agent orchestration?Tutorial: Agent orchestrationHierarchical AI agentsWhat are multi-agent systems?Tutorial: crewAI multi-agent call analysisMulti-agent collaborationWhat is ReAct?Tutorial: LangGraph ReAct agentWhat is ReWOO?Tutorial: ReWOO reasoning agentOverviewWhat is ACP?Tutorial: ACP agent interoperabilityWhat is A2A protocol?Tutorial: A2A chat systemWhat is MCP?Tutorial: MCP integration with IBM BobTutorial: MCP serverOverviewWhat is agentic orchestration?Tutorial: Agent orchestrationMulti-agent collaborationTutorial: crewAI multi-agent call analysisOverviewAgentGPTWhat is AutoGen?Tutorial: AutoGen multi-agent RAGAutoGPTBabyAGIWhat is BeeAI?Tutorial: BeeAI agentic contract managementWhat is ChatDev?Tutorial: ChatDev ChatChainWhat is crewAI?Tutorial: crewAI retail shelf optimizationIBM watsonx agentsWhat is LangChain?Tutorial: LangChain agentWhat is LangGraph?Tutorial: LangGraph SQL agentTutorial: LangGraph ReAct agentWhat is Langflow?Tutorial: Custom Langflow agent with watsonx OrchestrateWhat is MetaGPT?Tutorial: Multi-agent PRD automationOverviewAI agent ethicsWhat is AI agent evaluation?Tutorial: AI agent evaluationTutorial: AI agent observabilityAI agent securityTutorial: Human-in-the-loopOverviewTutorial: LangChain agentic RAGWhat is agentic chunking?Tutorial: Agentic chunking for RAGTutorial: Corrective RAGOverviewAutomationCustomer serviceFinanceHealthcareHuman resourcesManufacturingMarketingProcurementRevOpsSalesSupply chainDave BergmannAI agentchain of thought (CoT)large language model (LLM)agentic workflowsmachine learningretrieval augmented generation (RAG)multiagentgenerative AI (gen AI)chatbotsIBM Privacy Statementprompt engineeringapplication programming interface (API)latencyfew-shotusing external tools“scratchpad.”Langchainzero-shotExplore watsonx.aiagentic workflowsReflexionfine-tuningtool callshallucinationsintroduced by OpenAI in June 2023GPT modelsfine-tuningJSONincluding IBM® Granite®LlamaClaudeGoogle GeminiBeeAILlamaIndexpreconfigured ReAct agent modulesDave BergmannUpcoming webinar - May 19, 2026 Designing customer engagement: AI workflows that solve problems, not frustrate customers Learn how AI agents reduce service friction, fit into real workflows, and help teas deliver faster, more engaging customer experiences. Join nowBuild, run and manage AI agents with watsonx OrchestrateReport AI governance imperative: Evolving regulations and emergence of agentic AI Learn how evolving regulations and the emergence of AI agents are reshaping the need for robust AI governance frameworks. Read the reportTechsplainers Podcast Agentic AI explained Techsplainers by IBM breaks down the essentials of agentic AI, from key concepts to real‑world use cases. Clear, quick episodes help you learn the fundamentals fast. Listen nowVideo Reimagine business productivity with AI agents and assistants Explore the difference between AI agents and assistants and learn how they can be a game changer for enterprise productivity. Watch nowBuyer guide How AI agents and assistants can benefit your organization Dive into this comprehensive guide that breaks down key use cases and core capabilities, providing step-by-step recommendations to help you choose the right solutions for your business. Read the guideIBM Developer Agents: watsonx® Developer Hub Get started with building and deploying agents by using watsonx.ai®. Explore the Developer HubReport Omdia Report on empowered intelligence: The impact of AI agents Discover how you can unlock the full potential of gen AI with AI agents. Read the reportReport Unlock the future of AI with multi-agent systems Read this Gartner® report to learn how AI and business leaders can leverage MAS to improve performance, reduce risk and gain competitive advantage. Read the reportIBM TechXchange IBM AI Community Join the community for AI architects and builders to learn, share ideas and connect with others. Find your communityPodcast How AI agents will reinvent productivity Learn ways to use AI to be more creative and efficient. Start adapting to a future that involves working closely with AI agents. Listen nowExplore watsonx OrchestrateExplore AI agentsExplore GraniteExplore watsonx OrchestrateExplore watsonx.ai

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