Latest Blog Posts

• Published on

  September 1, 2025

  

  PromptLock: How LLMs Are Being Weaponized for AI Malware

  AI-SecurityDeveloper-ToolsLLMsCybersecurityGenerative-AI

  ESET Research uncovered PromptLock — the first ransomware powered by a local LLM. Instead of shipping fixed code, it generates malicious scripts on the fly, making every attack unique and harder to detect. Capable of scanning, exfiltrating, and encrypting files across platforms, PromptLock poses a significant threat to organizations. Read more about how it builds and attacks - prompt by prompt

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• Published on

  August 22, 2025

  

  Building a RAG Pipeline using LangChain and Chroma

  LLMsRAGMLOpsLangchainDeveloper-Toolsai-efficiency

  Ever wondered how chatbots like customer support assistants instantly pull up the right product manual page or FAQ? From setup to deployment, lets explore how you can transform raw data into a powerful, domain-aware chatbot in just a few lines of code using Langchain and Chroma to build a Retrieval-Augmented Generation (RAG) pipeline.

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• Published on

  August 20, 2025

  

  Feeding Your Data to LLMs Using Retrieval Augmented Generation (RAG)

  LLMsRAGOptimizationGenerative-AIai-efficiency

  Large language models dont actually “know” everything—they just predict. Retrieval-Augmented Generation (RAG) changes the game by letting them pull in real knowledge, in real time. Curious how? This blog unpacks RAG, its mechanics, and why it might be the future of intelligent AI systems.

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