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Natural Language Processing

Understanding Embeddings and Vector Representations

This course introduces vector embeddings, why they are useful for search, and how to generate them using different models like OpenAI and Hugging Face.

ChromaDB

Python

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4 lessons

12 practices

2 hours

Feature Engineering and Text Representation

Course details

Vector Embeddings with OpenAI in Python

Preview

Enhance Embedding Function Efficiency

Fixing Input Handling in Embeddings

Calculating Text Similarity with Embeddings

Next Course: Storing, Indexing, and Managing Vector Data with ChromaDB

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