LangChain vs ReadMe

LangChain

ReadMe

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).

ReadMe · 15 features

• API Reference — OpenAPI → interactive reference.
• Changelog — Versioned release notes.
• Custom Branding — Logo, colors, fonts.
• Custom Domain — docs.yourco.com.
• Discussion Forum — Developer community.
• Guides — Markdown-style conceptual docs.
• Interactive Tutorials — Guided walkthroughs.
• Localization — Multi-language docs (Enterprise).
• Metrics — API usage logging + analytics.
• Recipes — Multi-step tutorials.
• Search — Full-text search.
• SSO — SAML + OIDC.
• Suggested Edits — Community-contributed edits.
• Try It Console — In-browser request runner.
• Versioning — Multi-version docs.