Discover why RAG isn't the ideal solution for summarization tasks, despite its popularity. Learn about more effective approaches like hierarchical summarization and attention mechanisms that can improve your NLP pipeline's performance.
A reference implementation showing how to deploy private open-source AI infrastructure on Azure using Ollama, Open WebUI, and AKS. Demonstrates infrastructure-as-code patterns for running open source AI models in production.
Decision Box Is Your Escape From The Prompt Engineering Maze
Learn about runtime data protection, how it differs from data protection at rest, and how Blueteam dreamcatcher's runtime data protection can empower responsible LLM use.
Take ownership of your AI supply chain and learn how Blueteam AI enables streamlined on-prem deployment of open source LLMs.
Discover how Blueteam's latest dreamcatcher release leverages zero shot classification for creating customizable DLP policies. Empower your organization to protect data and ensure responsible AI use with this innovative feature.
Using prompt injection to create a reverse shell with Langchain's PythonREPLTool
Our publications at NeurIPs this year
AI is making its way into the business through viral grassroots adoption. Learn how to uncover and manage shadow AI usage in your organization.
Vector database testing
Unit testing is vital; LLM apps are no exception.
Learn about the risks around prompt injection and how to deploy defensive countermeasures.
Use Blueteam AI to gain visibility and protect data when using AutoGPT.
What are goal-based autonomous agents like AutoGPT, and what new risks do they present?