Passion for Technology
Redis 8.2 adds vector search as a first-class data type. The question is not whether it works, but whether it can replace a dedicated engine like Qdrant, Weaviate or pgvector on real workloads with millions of vectors and demanding latency.
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Redis 8.2 adds vector search as a first-class data type. The question is not whether it works, but whether it can replace a dedicated engine like Qdrant, Weaviate or pgvector on real workloads with millions of vectors and demanding latency.
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2023 RAG was vector search with an LLM behind it. 2025 RAG is a hybrid system combining vectors, lexical search, and knowledge graphs. A review of what has changed, where each piece works, and what decisions make the difference between a useful RAG and a disappointing one.
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2023 RAG was vector search with an LLM behind it. 2025 RAG is a hybrid system combining vectors, lexical search, and knowledge graphs. A review of what has changed, where each piece works, and what decisions make the difference between a useful RAG and a disappointing one.
Read more