Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

ai-search ai-search-engine embeddings-similarity hnsw hybrid-search image-search knn-algorithm machine-learning mlops nearest-neighbor-search neural-network neural-search recommender-system search search-engine search-engines similarity-search vector-database vector-search vector-search-engine
6 Open Issues Need Help Last updated: Jul 10, 2026

Open Issues Need Help

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bug help wanted

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Rust
#ai-search#ai-search-engine#embeddings-similarity#hnsw#hybrid-search#image-search#knn-algorithm#machine-learning#mlops#nearest-neighbor-search#neural-network#neural-search#recommender-system#search#search-engine#search-engines#similarity-search#vector-database#vector-search#vector-search-engine
good first issue 💎 Bounty 💰 Rewarded

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Rust
#ai-search#ai-search-engine#embeddings-similarity#hnsw#hybrid-search#image-search#knn-algorithm#machine-learning#mlops#nearest-neighbor-search#neural-network#neural-search#recommender-system#search#search-engine#search-engines#similarity-search#vector-database#vector-search#vector-search-engine

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Rust
#ai-search#ai-search-engine#embeddings-similarity#hnsw#hybrid-search#image-search#knn-algorithm#machine-learning#mlops#nearest-neighbor-search#neural-network#neural-search#recommender-system#search#search-engine#search-engines#similarity-search#vector-database#vector-search#vector-search-engine
good first issue 💎 Bounty

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Rust
#ai-search#ai-search-engine#embeddings-similarity#hnsw#hybrid-search#image-search#knn-algorithm#machine-learning#mlops#nearest-neighbor-search#neural-network#neural-search#recommender-system#search#search-engine#search-engines#similarity-search#vector-database#vector-search#vector-search-engine
good first issue

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Rust
#ai-search#ai-search-engine#embeddings-similarity#hnsw#hybrid-search#image-search#knn-algorithm#machine-learning#mlops#nearest-neighbor-search#neural-network#neural-search#recommender-system#search#search-engine#search-engines#similarity-search#vector-database#vector-search#vector-search-engine

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Rust
#ai-search#ai-search-engine#embeddings-similarity#hnsw#hybrid-search#image-search#knn-algorithm#machine-learning#mlops#nearest-neighbor-search#neural-network#neural-search#recommender-system#search#search-engine#search-engines#similarity-search#vector-database#vector-search#vector-search-engine