5 docs tagged with "chains"

Context overload, instruction drift, and quality degradation in single-prompt designs.

Chains, prompts, output parsers, and LCEL (LangChain Expression Language).

Stage 1 output → Stage 2 input, and data transformation between pipeline stages.

Fan-out/fan-in patterns, conditional routing, and aspect-based decomposition.

Extract → Transform → Generate → Validate pipeline design for reliable LLM output.