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langchain-reference-architecture

7.0

by jeremylongshore

172Favorites
296Upvotes
0Downvotes

Implement LangChain reference architecture patterns for production. Use when designing LangChain systems, implementing scalable patterns, or architecting enterprise LLM applications. Trigger with phrases like "langchain architecture", "langchain design", "langchain scalable", "langchain enterprise", "langchain patterns".

langchain

7.0

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0

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AI & LLM

Category

Quick Review

Strong architectural skill providing production-ready LangChain patterns. Excellent task knowledge with 6 comprehensive patterns (layered architecture, provider abstraction, chain registry, RAG, multi-agent orchestration, configuration-driven design) supported by concrete code examples. Very clear structure with logical progression from simple to complex patterns. Description is clear and well-targeted with appropriate trigger phrases. Novelty is moderate-to-good: while architecture patterns are established concepts, applying them specifically to LangChain with working implementations provides meaningful value and would be token-intensive for a CLI agent to derive independently. Minor improvement areas: could include error handling patterns, testing strategies, or deployment considerations. The ASCII diagram and practical code snippets enhance clarity significantly.

LLM Signals

Description coverage8
Task knowledge9
Structure9
Novelty7

GitHub Signals

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Last commit 0 days ago

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jeremylongshore

jeremylongshore

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