Visual Search Engine
by Community · open-source · Last verified 2026-03-17
Builds a reverse image search engine using CLIP embeddings indexed in Qdrant or Weaviate, supporting text-to-image and image-to-image queries. Includes a FastAPI server, automatic re-ranking with a cross-encoder, and a Gradio demo interface.
https://github.com/openai/CLIP ↗C+
C+—Average
Adoption: B+Quality: AFreshness: ACitations: BEngagement: F
Specifications
- License
- MIT
- Pricing
- open-source
- Capabilities
- text-to-image-search, image-to-image-search, cross-encoder-reranking, gradio-demo
- Integrations
- qdrant, weaviate, clip, fastapi, gradio
- Use Cases
- e-commerce-search, stock-photo-retrieval, fashion-similarity
- API Available
- Yes
- Language
- python
- Dependencies
- openai-clip, qdrant-client, fastapi, uvicorn, gradio, pillow
- Environment
- Python 3.10+
- Est. Runtime
- Index build: 10-60 min; query: <100ms
- Tags
- visual-search, image-embeddings, similarity-search, clip, multimodal
- Added
- 2026-03-17
- Completeness
- 100%
Index Score
59.4Adoption
70
Quality
82
Freshness
85
Citations
60
Engagement
0