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RAG Pipeline Utils v3.4: An LLM Judge for Paraphrases and an MCP Server for Your Documents

· 4 min read
Ali Kahwaji
Creator & Maintainer of RAG Pipeline Utils

v3.4.0 closes the biggest gap in the answer check, paraphrases, without giving up what makes it trustworthy, and puts your documents one command away from Claude. Nothing breaks for existing code: without the new option, every check returns the same result as before.

npm install @devilsdev/rag-pipeline-utils@^3.4.0

RAG Pipeline Utils v3.3: Grounding That Catches Negation, AI SDK Middleware, Test Matchers and Mastra

· 4 min read
Ali Kahwaji
Creator & Maintainer of RAG Pipeline Utils

v3.3.0 makes the grounding check catch answers that contradict their source, and brings the checks to the tools you already use: middleware for the Vercel AI SDK, matchers for Jest and Vitest, and scorers and a guardrails processor for Mastra. Nothing breaks for existing code, but some answers that used to pass the grounding check now fail it, on purpose.

npm install @devilsdev/rag-pipeline-utils@^3.3.0

RAG Pipeline Utils v3.2: Install Only What You Use, Cheaper Models per Query, OpenTelemetry and the Edge

· 5 min read
Ali Kahwaji
Creator & Maintainer of RAG Pipeline Utils

v3.2.0 splits the library into four packages you can install on their own, routes each query to the cheapest model that can answer it, records runs as OpenTelemetry spans, reports the time to first token, and runs on Cloudflare Workers and other edge runtimes. Installs are 15 MB smaller. Nothing changes for existing code.

npm install @devilsdev/rag-pipeline-utils@^3.2.0