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From RAGs to Riches: Using LLMs and RAGs to Enhance Your Ops

ID: ae058d14-dc5a-59e3-81a5-431fb3d46e8e

STIX ID: report--ae058d14-dc5a-59e3-81a5-431fb3d46e8e

Feed Name: TrustedSec blog

Date Published: 2025-03-27

Date Updated: 2026-05-01

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This blog post explains Retrieval-Augmented Generation (RAG) and demonstrates building RAG applications for research and document-centric workflows using LangChain, Chroma, Ollama, and related tooling; it covers data collection, chunking, embeddings, querying, prompt templates, and includes code examples and use cases (including infosec research), but does not describe a cyber security incident.

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