Tag: LLM
All the articles with the tag "LLM".
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Advanced Retrieval for Retrieval-Augmented Generation
Query expansion, cross-encoder re-ranking, and embedding adaptors for improving RAG retrieval quality.
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LLMs Evals: A General Framework for Custom Evaluations
A general framework for building rule-based and model-graded evaluations for LLM-based applications.
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Implementing RAG in LangChain with Chroma: A Step-by-Step Guide
A step-by-step guide to building a Retrieval-Augmented Generation system using LangChain, Chroma, and OpenAI embeddings.
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Malicious LLM Prompt Detection in Python
Building a malicious prompt detector using traditional ML classifiers in sklearn, trained on Deepset's prompt-injection dataset.