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Published a course from codeEdx covering embeddings, similarity search, and ChromaDB. It starts with the math and ends with a working semantic search project.
freecodecamp.orgExplore the vector database courseReleased a course taught by Declan Middleton on reconnaissance, vulnerability assessment, web exploitation, and scripting. Learners practice against a Capture The Flag virtual machine.
freecodecamp.orgSee the ethical hacking coursePublished MCP Security Fundamentals on YouTube, explaining how agents can be exploited and how to defend their connections to tools, databases, and APIs.
freecodecamp.orgExplore MCP Security FundamentalsBeau Carnes demonstrates a search application over 240,000 Simple English Wikipedia articles. The course combines keyword ranking and vector retrieval, with Python and FastAPI on the backend.
freecodecamp.orgWatch the PostgreSQL search courseReleased a documentary following SeaHack, where more than 250 builders had 24 hours to create an AI startup. Quincy Larson served as a judge and interviewed participants as they built.
freecodecamp.orgGo behind the scenes at SeaHackFollow the community for free courses, new certifications, and stories from fellow campers.
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