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retrieval-augmented-generation
2 postsWhen an LLM's Training Data Expires: Fixing a Car Pricing Engine
An AI car-pricing engine broke because its LLM recalled stale exchange rates, revealing risks of mandatory retrieval and cache provenance in LLM apps.
trelix v1.0 to v2.7: From Simple Search to a Platform
trelix's evolution from v1.0 to v2.7 covers a knowledge graph, seven retrieval legs, an agentic loop, and production hardening that turned it into a platform.
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