Marqo
ActiveDescription
Marqo is an end-to-end vector search and discovery platform, ready out of the box for ecommerce search and RAG.
Key Features
- Unified API — vectors + filters + ranking
- Built-in models — multimodal and text embedders bundled
- High-performance — Rust core with ANN indexing
- Horizontally scalable — distributed clusters
- Document store — metadata and document storage
- Cloud-native — one-line Docker deploy
Use Cases
💡 End-to-end ecommerce search
💡 Fast vector backend for RAG applications
💡 Multimodal image+text retrieval
💡 Replacing ElasticSearch with vector search
Strengths & Limitations
✅ Strengths
- • Actively maintained, recent updates
- • High community interest (5.0k stars)
- • Permissive open-source license (Apache-2.0)
- • Established track record (4 years in production)
Categories
Quick Start
docker run -d --name marqo -p 8882:8882 marqoai/marqo:latest
pip install marqo
import marqo; mq = marqo.Client()
mq.index("my-index").add_documents([{"title":"hello"}])