Using Vector Databases (Pinecone) with data (JSON, tabular)
If you are not already familiar with vector databases, they're simply specialized databases designed to efficiently store and query vector data.
As a dedicated Django and Python developer, I specialize in building scalable, secure, and high-performance web applications. With a strong backend focus, I work extensively with Django, Django REST Framework, and relational databases to design clean architectures that power data-driven products and reliable APIs.
My approach combines solid engineering practices with a clear understanding of business requirements, ensuring solutions that are maintainable, efficient, and ready for production. Whether you need a robust backend system, a well-structured data platform, or a cost-effective deployment strategy, Iām committed to delivering practical solutions that grow with your product.
If you are not already familiar with vector databases, they're simply specialized databases designed to efficiently store and query vector data.
If you have tried doing any form of important work that requires text analysis, natural language processing, and machine learning, you will soon find that text splitting is either...
Vectors are used to represent quantities that have both magnitude and direction. They can be visualized as arrows in space. Now, let's dive into sparse and dense vectors...
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