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The Case Against PGVector
YFeatured on Hacker News

The Case Against pgvector

The real limitations of pgvector in production: index choice between IVFFlat and HNSW, why real-time search is hard, pre- vs post-filtering pain, how performance degrades at scale, and when a dedicated vector database is the better call.

Read(The Case Against pgvector)

The real limitations of pgvector in production: index choice between IVFFlat and HNSW, why real-time search is hard, pre- vs post-filtering pain, how performance degrades at scale, and when a dedicated vector database is the better call.

The Case Against pgvector

The real limitations of pgvector in production: index choice between IVFFlat and HNSW, why real-time search is hard, pre- vs post-filtering pain, how performance degrades at scale, and when a dedicated vector database is the better call.

The Case Against pgvector.md

2025-10-29
The real limitations of pgvector in production: index choice between IVFFlat and HNSW, why real-time search is hard, pre- vs post-filtering pain, how performance degrades at scale, and when a dedicated vector database is the better call.
Extraction Generation Classification

A Production Framework for LLM Feature Evaluation

An empirical analysis of LLM application patterns that successfully scale in production systems, focusing on extraction, generation, and classification use cases

Read(A Production Framework for LLM Feature Evaluation)

An empirical analysis of LLM application patterns that successfully scale in production systems, focusing on extraction, generation, and classification use cases

A Production Framework for LLM Feature Evaluation

An empirical analysis of LLM application patterns that successfully scale in production systems, focusing on extraction, generation, and classification use cases

A Production Framework for LLM Feature Evaluation.md

2025-06-01
An empirical analysis of LLM application patterns that successfully scale in production systems, focusing on extraction, generation, and classification use cases