LALangGraph v1
resilient long-running agents और HITL flows के लिए graph-based orchestration framework।
LangGraphverifiedagent-frameworksRecently verified
सबसे अच्छा उपयोग
- • persistence, retries और human approvals चाहने वाले production agents।
सीमाएँ
- • Graph design complexity rises with broad tool sets and branching conditions.
- • Requires dedicated testing harness to prevent regression in agent paths.
सावधानी कब रखें
- • stateful orchestration बिना simple FAQ bots।
त्वरित शुरुआत
- custom tools लिखने से पहले workflow को explicit states और transitions में मॉडल करें।
Setup checklist
- • API key required: No
- • SDK quality: high
- • Self-host difficulty: medium
Pricing (INR)
- • Input / 1M: -
- • Output / 1M: -
- • Monthly: ₹0
Usage notes
- • Validate on your own benchmark slices before rollout.
- • Pin version/provider routes for reproducible outputs.
- • Add logging + fallback routes for high-volume workloads.
Capabilities
- statefulExecutiontrue
- humanApprovalStepstrue
- durableWorkflowstrue
- toolCallingtrue
Benchmarks
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Samples
State graph
ingest -> classify -> research -> draft -> approve