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Marqo

End-to-end vector search engine for text and images

Search Engines ★ 5k stars Medium setup Apache-2.0

Marqo is an open-source, end-to-end search engine that combines vector generation, storage and retrieval. It handles embedding creation automatically so you can run semantic search over text and images.

Key features

  • Built-in embedding generation
  • Text and image semantic search
  • No separate ML pipeline needed
  • Simple REST API

Pros & cons

Strengths

  • All-in-one vector search
  • No external embedding service required

Trade-offs

  • Heavy GPU or RAM needs for models

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