LangChain vs Make

LangChain

Make

LangChain · 18 features

• Agents — Tool-using agents with reasoning loops.
• Chains (LCEL) — LangChain Expression Language — pipe primitives into chains.
• Checkpointers (LangGraph) — Persist agent state to SQL, Mongo, Redis, Postgres.
• Document Loaders — 150+ loaders for PDF, HTML, Notion, Google Drive, S3, GitHub, etc.
• Human-in-the-loop — Pause agent for approval, then resume.
• LangGraph — Stateful graph-based agent runtime. Durable, replayable, human-in-the-loop.
• LangGraph Platform — Managed hosting for LangGraph agents with state persistence.
• LangGraph Studio — Desktop IDE for debugging agent graphs.
• LangServe — Deploy chains as FastAPI endpoints.
• Memory — Buffer, summary, entity, vector memory stores.
• Output Parsers — Structured JSON, Pydantic schemas, function calling.
• Prompt Templates — Templating + partial filling + output parsers.
• RAG (Retrieval-Augmented Generation) — Standard patterns + 50+ retrievers.
• Streaming — First-class streaming at every layer.
• Subgraphs — Compose agent graphs hierarchically.
• Text Splitters — Recursive, token, semantic splitters for chunking.
• Tools — 400+ pre-built tools (web search, code, databases, APIs).
• Vector Store Integrations — 60+ vector DBs (Pinecone, Chroma, Weaviate, PGVector, Qdrant, Milvus).

Make · 16 features

• 3,000+ Apps — Huge integration catalog.
• Custom Apps SDK — Build your own app integrations with Apps SDK.
• Custom Functions (Ent) — Enterprise-only: define reusable functions.
• Custom Webhooks — Webhook triggers + responses.
• Data Stores — Make-native DB for cross-scenario state.
• Data Structures — Shared schemas for mapping.
• Error Handlers — Per-module error routes (rollback, resume, ignore).
• Execution Log — Per-operation input/output detail.
• Formula Editor — Rich formula language for data transformation.
• HTTP Module — Generic HTTP client — call any API.
• Iterator + Aggregator — Loop over arrays + collect results.
• Make AI Agents — Autonomous AI agents that invoke Make modules as tools.
• Router — Branch scenarios into multiple paths with conditions.
• Scenario Templates — Pre-built templates + community marketplace.
• Scheduling — Sub-minute scheduling on paid. 15-min min on Free.
• Visual Scenario Editor — Node-based canvas with curved connections.