https://cloud.qdrant.io/
https://qdrant.tech/
https://qdrant.tech/pricing/

https://www.youtube.com/@qdrant/videos

https://github.com/qdrant/qdrant
    ! written in rust
https://github.com/qdrant/qdrant/releases

https://github.com/qdrant/examples/tree/master
https://github.com/qdrant/examples/tree/master/qdrant_101_getting_started
    https://colab.research.google.com/github/qdrant/examples/blob/master/qdrant_101_getting_started/getting_started.ipynb
https://github.com/qdrant/examples/tree/master/qdrant_101_text_data

https://qdrant.tech/benchmarks/

https://qdrant.tech/documentation/
https://qdrant.tech/documentation/overview/
    !!! start from this
https://qdrant.tech/documentation/beginner-tutorials/search-beginners/

https://github.com/qdrant/qdrant/blob/master/docs/roadmap/README.md

https://qdrant.tech/demo/
https://qdrant.tech/use-cases/

https://qdrant.tech/legal/terms_and_conditions/

https://blog.qdrant.tech/
https://qdrant.tech/articles/
https://qdrant.tech/articles/new-recommendation-api/

https://deepwiki.com/qdrant
https://deepwiki.com/qdrant/examples/2-getting-started-with-qdrant

whatsnew
https://github.com/qdrant/qdrant/pkgs/container/qdrant%2Fqdrant
https://qdrant.tech/blog/qdrant-1.14.x/
    v1.14.1-unprivileged

explore
https://qdrant.tech/documentation/concepts/explore/

code-search
https://qdrant.tech/documentation/advanced-tutorials/code-search/

api/swagger
https://api.qdrant.tech/master/api-reference
https://api.qdrant.tech/v-1-14-x/api-reference
https://ui.qdrant.tech/
https://github.com/qdrant/qdrant/blob/master/docs/redoc/master/openapi.json
https://raw.githubusercontent.com/qdrant/qdrant/master/docs/redoc/master/openapi.json

docker
https://hub.docker.com/r/qdrant/qdrant
https://qdrant.tech/documentation/quickstart/
https://lindevs.com/install-qdrant-inside-docker-container-on-linux
docker run -p 6333:6333 \
    -v $(pwd)/qdrant_storage:/qdrant/storage \
    qdrant/qdrant
https://medium.com/@fadil.parves/qdrant-self-hosted-28a30106e9dd
    !!! ssl-cert super-sample
    docker run -p 6333:6333 -v $(pwd)/qdrant_storage:/qdrant/storage:z -v $(pwd)/path/to/custom/custom_config.yaml:/qdrant/config/production.yaml qdrant/qdrant
https://freedium.cfd/https://mattgosden.medium.com/security-and-authentication-workarounds-for-qdrant-vector-database-8cd16282a2c8
    https://github.com/ttamg/qdrant-apikey-docker

config
https://qdrant.tech/documentation/guides/configuration/

ssl/security
https://qdrant.tech/documentation/guides/security/

troubleshoot
https://qdrant.tech/documentation/guides/common-errors/

integration
https://github.com/qdrant/mcp-server-qdrant
https://github.com/qdrant/n8n-nodes-qdrant

clients
https://python-client.qdrant.tech
https://python-client.qdrant.tech/quickstart.html
    https://github.com/qdrant/qdrant-client
https://github.com/qdrant/java-client
https://github.com/qdrant/qdrant-js

web-ui
https://qdrant.tech/documentation/web-ui/
    http://localhost:6333/dashboard

api
https://api.qdrant.tech/api-reference

faq
https://qdrant.tech/documentation/faq/qdrant-fundamentals/

samples
https://qdrant.tech/articles/practicle-examples/

misc
https://qdrant.tech/documentation/guides/optimize/
https://qdrant.tech/documentation/guides/installation/
https://qdrant.tech/documentation/overview/
https://qdrant.tech/documentation/concepts/
https://qdrant.tech/documentation/concepts/payload/
https://qdrant.tech/documentation/concepts/vectors/#multivectors
https://qdrant.tech/documentation/interfaces/
https://qdrant.tech/documentation/interfaces/#client-libraries
https://qdrant.tech/articles/bm42/
https://qdrant.tech/articles/rag-and-genai/
https://qdrant.tech/articles/qdrant-internals/

2025
https://blog.futuresmart.ai/comprehensive-guide-to-qdrant-vector-db-installation-and-setup
2024
https://techcrunch.com/2024/01/23/qdrant-open-source-vector-database/
2023
Rust - Gourlay - Qdrant - A Search Engine in Rust 0:00 of 44:48
    https://www.youtube.com/watch?v=uS4yhtvjseM
https://www.shuttle.rs/blog/2023/09/08/building-semantic-search-in-rust
    https://github.com/ddprrt/shuttle-qdrant-openai
    https://www.youtube.com/watch?v=YLWSeiDh2o0
https://medium.com/@shaikhrayyan123/building-personalized-recommender-systems-with-qdrant-a-comprehensive-guide-caa366091dd6