{"slug":"qdrant-client","name":"Qdrant Client","kind":"tool","deliveryMethods":["tool"],"kindLabel":"Tool","grade":"A","score":88,"tagline":"Python client for Qdrant vector search engine","description":"Client allows calls for all [Qdrant API methods](https://api.qdrant.tech/) directly. It also provides some additional helper methods for frequently required operations, e.g. initial collection uploading.","tags":["sdk","rag"],"url":"https://way.space/tool/qdrant-client","stars":"—","category":"memory","categories":["memory","research"],"repo":"https://github.com/qdrant/qdrant-client","website":"https://qdrant.tech","license":"Apache-2.0","pricingUrl":"https://qdrant.tech/pricing/","maintainers":[{"login":"qdrant","url":"https://github.com/qdrant","isMember":false,"verified":false},{"login":"joein","url":"https://github.com/joein","isMember":false,"verified":false},{"login":"generall","url":"https://github.com/generall","isMember":false,"verified":false},{"login":"feiiiiii5","url":"https://github.com/feiiiiii5","isMember":false,"verified":false}],"scoreWhy":[{"label":"Contributors & bus-factor","detail":"35 recent contributors","direction":"positive"},{"label":"Commit recency","detail":"last commit 7d ago","direction":"positive"},{"label":"Commit cadence","detail":"148 commits in 90 days","direction":"positive"},{"label":"Issue close ratio","detail":"92% of issues closed","direction":"positive"},{"label":"Release cadence","detail":"9 releases in 12 months","direction":"positive"},{"label":"Stars (log-damped)","detail":"1,376 stars (log-damped)","direction":"positive"},{"label":"Star authenticity","detail":"star-velocity check unavailable — GitHub no longer publishes stargazer timestamps for this repo","direction":"neutral"},{"label":"Engagement-to-star ratio","detail":"healthy engagement (1.43 per star)","direction":"positive"}]}