tools
LangGraph
LangGraph è un framework open source per creare agenti con stato e controllabili, nonché workflow in più fasi.
In inglese
LangGraph lets developers define agent workflows as graphs with state, memory, persistence, streaming, and human approval steps. It supports deterministic and agentic components, multi-agent systems, and custom execution flows.
It is used by teams building long-running agents, business-process automation, conversational applications, and other LLM systems requiring control. The core library is free and MIT-licensed; hosted deployment, observability, and execution services are billed through LangSmith.
Features
- Build stateful, multi-step agent workflows as graphs
- Add human-in-the-loop approval and moderation steps
- Persist conversation history, checkpoints, and long-term memory
- Stream tokens, agent actions, and workflow events
- Compose single-agent, multi-agent, and hierarchical workflows
- Deploy through LangSmith Deployment or self-hosted infrastructure
- MIT-licensed open-source library
Use cases
- Build long-running business-process automation
- Create conversational agents with persistent memory
- Orchestrate workflows combining deterministic and agentic steps
- Add human approval to sensitive agent actions
- Deploy custom multi-agent applications
- Stream agent progress and actions to an application interface
Pros
Cons
Latest updates
- 2026-10-26 - LangSmith Cloud update
Workspace administration can be delegated by action instead of granting the broad workspaces:manage permission.
- 2026-10-19 - LangSmith Cloud update
The sidebar appears in every workspace, and example creation uses reference_outputs; outputs remains a deprecated alias.
- 2026-10-12 - LangSmith Cloud update
Added tracing-only API keys and ScaleDown operations and the Decisions model to the LLM Gateway.
- 2026-10-05 - LangSmith Cloud update
LangSmith Cloud adds AI search for runs, traces, and threads.
- The LangSmith MCP adds a query_runs tool that accepts the same parameters as the SDK’s client.runs.query() , including typed selects for costs, token breakdowns, and full inputs and outputs, with curs
query_runs accepts the SDK’s client.runs.query() parameters, with typed selects and cursor pagination; fetch_runs now returns costs and token counts.
Capabilities
Get it
Security
- SOC 2 Type II — “we've just received our annual SOC 2 Type II report” source
- SOC 2 — “we've just received our annual SOC 2 Type II report” source
- ISO 27001 — “We're glad to share that LangChain has achieved ISO/IEC 27001:2022 certification for our Information Security Management System (ISMS).” source
- GDPR — “Compliance SOC 2 Type II ISO 27001:2022 GDPR HIPAA” source
- HIPAA — “Compliance SOC 2 Type II ISO 27001:2022 GDPR HIPAA” source
- Data kept in the EU — “USA or Netherlands” source
Pricing
- Starting price
- $39/user/mo
- Prices checked
- 2026-10-24
Developer
Free
- Up to 5k base traces / mo, then pay-as-you-go
- Community support
- 1 seat
Plus
- $39 / seat per month
- Up to 10k base traces / mo included, then pay-as-you-go
- Access to Deployment, Engine, and more
- Add unlimited seats
Enterprise
Price on request
- Self-hosted and hybrid deployment options
- Custom SSO, ABAC, and RBAC
- Support SLA
- Custom seats and workspaces