SemanticScuttle - klotz.me

Tags: production engineering* + rag* + llm*

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1. Beyond RAG: Precision Filtering in a Semantic World

   This article discusses how traditional machine learning methods, particularly outlier detection, can be used to improve the precision and efficiency of Retrieval-Augmented Generation (RAG) systems by filtering out irrelevant queries before document retrieval.

   2024-11-13 Tags: rag, outlier detection, filtering, llm, semantic retrieval, nlp, muzlin, production engineering, logs by klotz
2. Service Development Kit: Terraform AWS ECS Setup with Rust Actix App, Postgress RDS, LLM, RAG, Cloudflare, and more."

   Service Development Kit that uses Terraform, AWS ECS, Rust, Actix App, Postgress RDS, LLM, RAG, Cloudflare
   • step-by-step guide on how to set up the service development kit, including creating an SSL certificate, setting up Terraform, and configuring Cloudflare.
   • Rust, LLM, and RAG in the service development kit.

   2024-05-07 Tags: terraform, aws ecs, rust, actix app, postgress rds, llm, rag, production engineering by klotz

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