NLP, Image Processing — Vector Stores :Vector Search & Vector Databases and Comparison

In this article, we will look at Vector Stores — Vector Search and Vector Databases, most popular vector search libraries and vector databases available in the market and comparison :

We shall go over the topics in the following Order

1. Vector Stores Overview

2. Vector Stores in NLP

3. Vector Stores in Image Processing

4. Vector Search vs Vector Databases

5. Popular Vector Stores available in the market

6. Comparison — Pros and Cons of the Vector Stores : Vector Search and Vector Databases

7. How would you Choose, Which Vector Stores to use ?

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1. Vector Stores — Overview

Vector Store, an open-source vector database optimized for multilingual NLP applications, plays a crucial role in the field of Natural Language Processing (NLP) and image processing.

2. Vector Stores in NLP

Vector Stores, ability to efficiently store and retrieve embeddings across multiple languages makes it an essential tool for developing and deploying NLP applications.

1. Efficient Storage and Retrieval of Embeddings: NLP models often rely on embeddings, which are…