Summary
This post will cover an example of how to use Redis Vector Similarity Search (VSS) capabilities with OpenAI as the embedding engine. Documents will be stored as JSON objects within Redis and then searched via VSS via KNN and Hybrid queries.
Architecture
Code Snippets
OpenAI Embedding
Redis Index Creation
Redis JSON Document Insertion
RedisInsight
Redis Semantic Search (KNN)
Redis Hybrid Search (Full-text + KNN)
Source
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