What Is Django and How Is It Used?
October 25, 2024
Article
Recommended experience
Beginner level
Basic familiarity with Python.
Recommended experience
Beginner level
Basic familiarity with Python.
Enhance keyword search using Cohere Rerank
Use embeddings to leverage dense retrieval, a powerful NLP tool
Evaluate your effectiveness for further optimization
Only available on desktop
Keyword search has been a common method for search for many years. But for content-rich websites like news media sites or online shopping platforms, the keyword search capability can be limiting. Incorporating large language models (LLMs) into your search can significantly enhance the user experience by allowing them to ask questions and find information in a much easier way.
This course teaches the techniques needed to leverage LLMs into search. Throughout the lessons, you’ll explore key concepts like dense retrieval, which elevates the relevance of retrieved information, leading to improved search results beyond traditional keyword search, and reranking, which injects the intelligence of LLMs into your search system, making it faster and more effective.
DeepLearning.AI is an education technology company that develops a global community of AI talent. DeepLearning.AI's expert-led educational experiences provide AI practitioners and non-technical professionals with the necessary tools to go all the way from foundational basics to advanced application, empowering them to build an AI-powered future.
Hands-on, project-based learning
Practice new skills by completing job-related tasks with step-by-step instructions.
No downloads or installation required
Access the tools and resources you need in a cloud environment.
Available only on desktop
This project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
DeepLearning.AI
Course
University of Illinois Urbana-Champaign
Course
Google Cloud
Course
H2O.ai
Specialization
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In Projects, you'll complete an activity or scenario by following a set of instructions in an interactive hands-on environment. Projects are completed in a real cloud environment and within real instances of various products as opposed to a simulation or demo environment.
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