LangChain vs Strapi

LangChain

Strapi

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).

Strapi · 16 features

• Audit Logs (EE) — Track every admin action.
• Components — Reusable field groups shared across content types.
• Content Types Builder — Visual schema builder — fields, relations, components, dynamic zones.
• Custom Fields — Plugin-based custom field types (color picker, markdown, etc.).
• Draft & Publish — Two-phase publishing workflow.
• Dynamic Zones — Flexible page builder — authors pick components to add.
• GraphQL API (plugin) — Optional GraphQL layer via official plugin.
• Internationalization — Multi-locale content out of the box.
• Media Library — Upload + organize media. Providers: local, S3, Cloudinary, DO Spaces.
• Releases (EE) — Bundle content changes and publish atomically.
• REST API (auto-gen) — Auto-generated REST endpoints per content type. Full CRUD + filters.
• Review Workflows (EE) — Approval-based content workflows.
• Role-Based Access Control — Per-role permissions at content type + field level.
• SSO / SAML (EE) — Enterprise identity for admin users.
• Strapi Cloud — Fully-managed hosting of Strapi instances.
• Webhooks — Built-in webhooks on content lifecycle events.