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Gumloop vs LangChain

Side-by-side comparison with live GitHub signals. Last updated April 1, 2026.

G

Gumloop

Natural language automation builder for AI workflows

commercialfreemium Trending
L

LangChain

Build context-aware reasoning applications with LLMs

OSSFree
131.9K850.0K/wtoday469
MetricGumloopLangChain
GitHub Stars131.9K
Contributors469
Last CommitMar 31, 2026
Open Issues509
Licensecommercialopen-source
Pricingfreemiumopen-source
Free TierYesYes
Categoryframeworksframeworks
TrendingYesNo

Shared Tags

No shared tags

Only in Gumloop

no-codenatural-languageautomationworkflowcloud

Only in LangChain

llmagentschainsragpythontypescriptorchestration

About Gumloop

Gumloop is a no-code platform for building AI-powered automation workflows using natural language. Users describe what they want to automate, and Gumloop generates the workflow with web scraping, document processing, API integrations, and LLM steps. Targets business users who want AI automation without writing code.

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About LangChain

LangChain is the most widely adopted framework for building LLM-powered applications. It provides modular abstractions for chains, agents, memory, retrievers, and tools, enabling developers to compose complex pipelines from reusable components. Available in both Python and JavaScript/TypeScript, LangChain integrates with every major LLM provider, vector store, and data source. Its ecosystem includes LangSmith for observability and LangGraph for stateful, graph-based agent workflows.

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