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Explore how Weaviate and Docker can make Language Models (LLMs), vector search, and Generative AI more accessible in this 34-minute conference talk from DockerCon 2023. Learn to transform regular applications into AI-powered ones with just a simple "docker compose up" command. Discover how combining Weaviate, an efficient vector database, with Docker provides a self-hostable solution that integrates seamlessly with the Docker ecosystem. Understand how to overcome LLM complexities and hallucination problems through embedding-based retrieval and Retrieval Augmented Generation. Gain insights into using Weaviate like any other database while it integrates with LLMs on your behalf, supporting Python, Javascript, Go, and Java. Access additional resources on getting started with Weaviate and Docker, and join the Docker community across various social media platforms to continue the conversation on containerization and AI integration.
Syllabus
Bring Your App into the AI-Age with Weaviate and Docker (DockerCon 2023)
Taught by
Docker