A CrewAI crew that: (1) crawls a documentation site using crewai-crw, (2) builds a FAISS vector store from the scraped content, (3) uses a retrieval tool to answer questions with RAG. The scraping ...
CrewAI, a widely used framework for orchestrating multi-agent AI systems, has been found vulnerable to a chain of critical security flaws that allow attackers to escape sandboxed environments and ...
Attackers can exploit the bugs through prompt injection, chaining them together to escape the sandbox and execute arbitrary code. An open source multi-agent orchestration framework based on Python, ...
The findings paint a picture of an enterprise landscape that is all-in on agentic AI. Sixty-five percent of organizations report they are already using AI agents today, and 81% say adoption is either ...
In this tutorial, we implement how we build a small but powerful two-agent CrewAI system that collaborates using the Gemini Flash model. We set up our environment, authenticate securely, define ...
CrewAI is an open-source framework for orchestrating autonomous AI agents in a team. It allows you to create an AI “crew” where each agent has a specific role and goal and works together to accomplish ...
An executable, local-first CrewAI tutorial that builds a bounded research crew with Ollama, DuckDuckGo MCP discovery, pinned official documentation, structured outputs, and artifact-level evidence. It ...