LLM validation

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Everything about LLM validation

Article · Langchain
Reducing Noise in Vector Search for Enterprise RAG
Learn how to reduce irrelevant RAG retrieval results with LangGraph using metadata filters, hybrid search, and LLM-based validation in a legal contract discovery workflow.
Tuhin PaulSep 304,6001,000
Article · Prompt Engineering

Validation Patterns for E-Commerce Logistics RAG

Fortify e-commerce logistics RAG with a 4-layer validation pipeline: schema, semantic, contextual, and temporal. Prevent costly LLM tool use errors.

Tuhin PaulAug 73631,000

Article · Prompt Engineering

Prompt Engineering - in 2028 — Context Engineering from Passages to Claims (Series: The Next Five Years of Prompt Engineering, Part 3)

By 2028, successful prompt engineering hinges on context, not just wording. This article introduces claims-based context: small, timestamped claims with source IDs. Learn to prioritize eligibility, shape atomic claims, enforce citation rules, and validate rigorously. Improve quality, reduce costs, and ensure provable outputs with this forward-thinking approach to prompt engineering. Move beyond passage dumps and embrace precision.

John GodelOct 17, 20258551,000

Article · Prompt Engineering

Prompt Engineering - in 2026 — Contracts Become the Interface (Series: The Next Five Years of Prompt Engineering, Part 1)

By 2026, prompt engineering evolves from an art to a structured interface using contracts. These compact artifacts define scope, output, evidence rules, and tool interactions, ensuring reliability and auditability. This shift emphasizes structure over style, enabling validation, version control, and cost-effective outputs. It's about designing for efficiency and safety.

John GodelOct 17, 20251,5671,000