II.
LibraryProcess overview
Reference · livelib-process:ai-agents-conversational--react-agent-implementation
react-agent-implementation overview
ReAct Agent Implementation - Process for implementing a ReAct (Reasoning and Acting) agent that interleaves thought-action-observation loops for multi-step reasoning tasks with explicit reasoning traces, tool integration, and evaluation metrics.
Attributes
displayName
react-agent-implementation
description
ReAct Agent Implementation - Process for implementing a ReAct (Reasoning and Acting) agent that interleaves
thought-action-observation loops for multi-step reasoning tasks with explicit reasoning traces, tool integration, and evaluation metrics.
libraryPath
library/specializations/ai-agents-conversational/react-agent-implementation.js
specialization
ai-agents-conversational
references
- - ReAct Paper: https://arxiv.org/abs/2210.03629 - LangChain ReAct Agent: https://python.langchain.com/docs/modules/agents/agent_types/react - OpenAI Function Calling: https://platform.openai.com/docs/guides/function-calling - Anthropic Tool Use: https://docs.anthropic.com/claude/docs/tool-use
example
const result = await orchestrate('specializations/ai-agents-conversational/react-agent-implementation', {
agentName: 'research-assistant',
tools: ['web-search', 'calculator', 'code-executor'],
llmProvider: 'openai',
useCase: 'Research and information gathering',
maxIterations: 10
});
usesAgents
- react-agent-architect
- agent-tester
- agent-evaluator
usesSkills
- langchain-tools
- chain-of-thought-prompts
- langchain-react-agent
Outgoing edges
lib_applies_to_domain1
- domain:software-engineering·DomainSoftware Engineering
lib_belongs_to_specialization1
- specialization:ai-agents-conversational·Specialization
lib_implements_workflow1
- workflow:agent-evaluation-cycle·WorkflowAgent Evaluation Cycle
lib_requires_skill_area1
- skill-area:react-state-management·SkillAreaReact State Management
uses_agent2
- lib-agent:ai-agents-conversational--react-agent-architect·LibraryAgentreact-agent-architect
- lib-agent:ai-agents-conversational--agent-evaluator·LibraryAgentagent-evaluator
uses_skill3
- lib-skill:ai-agents-conversational--langchain-tools·LibrarySkilllangchain-tools
- lib-skill:ai-agents-conversational--chain-of-thought-prompts·LibrarySkillchain-of-thought-prompts
- lib-skill:ai-agents-conversational--langchain-react-agent·LibrarySkilllangchain-react-agent
Incoming edges
None.