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Exploring Vector Databases: Part 2 - Building Hybrid Search, Facial Similarity Search, and Anomaly Detection with Pinecone

Apr 19, 20243 min read

Introduction: Continuing our exploration of vector databases, we delve into three additional applications that leverage the capabilities of Pinecone....

Exploring Vector Databases: Part 2 - Building Hybrid Search, Facial Similarity Search, and Anomaly Detection with Pinecone

Exploring Vector Databases: Part 1 - Building Semantic Search, Retrieval Augmented Generation, and Recommendation Systems with Pinecone

Apr 19, 20243 min read

Introduction: In the era of information abundance, efficient retrieval, and personalized recommendations are paramount for enhancing user experiences...

Exploring Vector Databases: Part 1 - Building Semantic Search, Retrieval Augmented Generation, and Recommendation Systems with Pinecone

Boosting Vector Search Performance: Leveraging Query Expansion and Relevance Ranking

Apr 18, 20242 min read

Introduction: Vector search, a fundamental approach in semantic analysis, often encounters challenges due to irrelevant distractors in retrieved data,...

Boosting Vector Search Performance: Leveraging Query Expansion and Relevance Ranking