The curated technology stack for building, deploying, and scaling autonomous web agents.
Graph-based multi-agent orchestration with stateful workflows, native HITL support, and production-grade checkpointing.
Role-based multi-agent framework enabling specialized agent teams to collaborate on complex knowledge tasks.
Type-safe agent framework built on Pydantic for production-grade validated state management in agentic workflows.
Microsoft's multi-agent conversation framework for building complex agent systems through structured message passing.
Industry-leading reasoning, instruction following, and safety properties. Preferred for complex agentic reasoning tasks requiring reliable chain-of-thought.
OpenAI's latest frontier model with enhanced multimodal capabilities and improved tool-calling reliability for production agentic workloads.
Google's natively multimodal model with exceptional long-context handling and deep integration with Google Workspace APIs.
Open-source LLM family enabling on-premise and self-hosted agentic deployments without data leaving your infrastructure.
The open standard for agent-tool integration. Any MCP-compliant agent can connect to any MCP server—the HTTP of the agentic web.
The foundational framework for LLM application development. Provides the building blocks for chains, agents, and tool integrations.
Production-ready NLP framework for building RAG pipelines, document processing, and semantic search for agent knowledge bases.
Managed vector database optimized for semantic similarity search. The standard choice for production RAG deployments.
Open-source vector database with hybrid search capabilities and native multimodal support for complex agentic memory systems.
Persistent memory layer for AI agents—enables agents to remember user preferences, past interactions, and learned behaviors across sessions.
LangChain's observability platform for tracing, debugging, and monitoring LangGraph and LangChain agent executions in production.
Hosted deployment infrastructure for LangGraph workflows—handles scaling, state persistence, and HITL queue management.
Evaluate how agentic-ready your existing infrastructure is with our interactive diagnostic.