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[ "Triplet Loss - Advanced Intro - Qdrant", "Batch-all strategy for online triplet mining" ]
/articles/triplet-loss/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ul:nth-of-type(8) > li:nth-of-type(2)
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li
Apply broadcasting to this matrix to compute loss values for all possible triplets.
[ "articles", "articles/triplet-loss" ]
6,072
[ "Triplet Loss - Advanced Intro - Qdrant", "Batch-all strategy for online triplet mining" ]
/articles/triplet-loss/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ul:nth-of-type(8) > li:nth-of-type(3)
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li
Set loss values of invalid or easy triplets to $0$.
[ "articles", "articles/triplet-loss" ]
6,073
[ "Triplet Loss - Advanced Intro - Qdrant", "Batch-all strategy for online triplet mining" ]
/articles/triplet-loss/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ul:nth-of-type(8) > li:nth-of-type(4)
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li
Average the remaining positive values to return a scalar loss.
[ "articles", "articles/triplet-loss" ]
6,074
[ "Triplet Loss - Advanced Intro - Qdrant", "Batch-all strategy for online triplet mining" ]
/articles/triplet-loss/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(17)
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p
I will start by implementing this strategy, and more complex ones will follow as separate posts.
[ "articles", "articles/triplet-loss" ]
6,075
[ "Triplet Loss - Advanced Intro - Qdrant" ]
/articles/triplet-loss/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h2:nth-of-type(6)
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h2
Conclusion
[ "articles", "articles/triplet-loss" ]
6,076
[ "Triplet Loss - Advanced Intro - Qdrant", "Conclusion" ]
/articles/triplet-loss/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(18)
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p
I mentioned that Triplet Loss is different from Contrastive Loss not only mathematically but also in its sample selection strategies, and I implemented the batch-all strategy for online triplet mining in this post
[ "articles", "articles/triplet-loss" ]
6,077
[ "Triplet Loss - Advanced Intro - Qdrant", "Conclusion" ]
/articles/triplet-loss/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(18)
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p
efficiently by using several tricks.
[ "articles", "articles/triplet-loss" ]
6,078
[ "Triplet Loss - Advanced Intro - Qdrant", "Conclusion" ]
/articles/triplet-loss/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(19)
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p
There are other more complicated strategies such as batch-hard and batch-semihard mining,
[ "articles", "articles/triplet-loss" ]
6,079
[ "Triplet Loss - Advanced Intro - Qdrant", "Conclusion" ]
/articles/triplet-loss/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(19)
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p
but their implementations, and discussions of the tricks I used for efficiency in this post,
[ "articles", "articles/triplet-loss" ]
6,080
[ "Triplet Loss - Advanced Intro - Qdrant", "Conclusion" ]
/articles/triplet-loss/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(19)
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p
are worth separate posts of their own.
[ "articles", "articles/triplet-loss" ]
6,081
[ "Triplet Loss - Advanced Intro - Qdrant", "Conclusion" ]
/articles/triplet-loss/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(20)
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p
The future posts will cover such topics and additional discussions on some tricks
[ "articles", "articles/triplet-loss" ]
6,082
[ "Triplet Loss - Advanced Intro - Qdrant", "Conclusion" ]
/articles/triplet-loss/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(20)
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p
to avoid vector collapsing and control intra-class and inter-class variance.
[ "articles", "articles/triplet-loss" ]
6,083
[ "Authentication - Qdrant" ]
/documentation/cloud/authentication/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h1
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h1
Authentication
[ "documentation", "documentation/cloud", "documentation/cloud/authentication" ]
6,084
[ "Authentication - Qdrant", "Authentication" ]
/documentation/cloud/authentication/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(1)
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p
This page shows you how to use the Qdrant Cloud Console to create a custom API key for a cluster.
[ "documentation", "documentation/cloud", "documentation/cloud/authentication" ]
6,085
[ "Authentication - Qdrant", "Authentication" ]
/documentation/cloud/authentication/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(1)
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p
You will learn how to connect to your cluster using the new API key.
[ "documentation", "documentation/cloud", "documentation/cloud/authentication" ]
6,086
[ "Authentication - Qdrant" ]
/documentation/cloud/authentication/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h2:nth-of-type(1)
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h2
Create API keys
[ "documentation", "documentation/cloud", "documentation/cloud/authentication" ]
6,087
[ "Authentication - Qdrant", "Create API keys" ]
/documentation/cloud/authentication/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(2)
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p
The API key is only shown once after creation.
[ "documentation", "documentation/cloud", "documentation/cloud/authentication" ]
6,088
[ "Authentication - Qdrant", "Create API keys" ]
/documentation/cloud/authentication/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(2)
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p
If you lose it, you will need to create a new one.
[ "documentation", "documentation/cloud", "documentation/cloud/authentication" ]
6,089
[ "Authentication - Qdrant", "Create API keys" ]
/documentation/cloud/authentication/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(2)
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p
However, we recommend rotating the keys from time to time.
[ "documentation", "documentation/cloud", "documentation/cloud/authentication" ]
6,090
[ "Authentication - Qdrant", "Create API keys" ]
/documentation/cloud/authentication/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(2)
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p
To create additional API keys do the following.
[ "documentation", "documentation/cloud", "documentation/cloud/authentication" ]
6,091
[ "Authentication - Qdrant", "Create API keys" ]
/documentation/cloud/authentication/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(1) > li:nth-of-type(1)
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li
Go to the Cloud Dashboard.
[ "documentation", "documentation/cloud", "documentation/cloud/authentication" ]
6,092
[ "Authentication - Qdrant", "Create API keys" ]
/documentation/cloud/authentication/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(1) > li:nth-of-type(2)
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li
Select Access Management to display available API keys.
[ "documentation", "documentation/cloud", "documentation/cloud/authentication" ]
6,093
[ "Authentication - Qdrant", "Create API keys" ]
/documentation/cloud/authentication/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(1) > li:nth-of-type(3)
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li
Click Create and choose a cluster name from the dropdown menu.
[ "documentation", "documentation/cloud", "documentation/cloud/authentication" ]
6,094
[ "Authentication - Qdrant", "Create API keys" ]
/documentation/cloud/authentication/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > blockquote > p
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p
Note: You can create a key that provides access to multiple clusters.
[ "documentation", "documentation/cloud", "documentation/cloud/authentication" ]
6,095
[ "Authentication - Qdrant", "Create API keys" ]
/documentation/cloud/authentication/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > blockquote > p
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p
Select desired clusters in the dropdown box.
[ "documentation", "documentation/cloud", "documentation/cloud/authentication" ]
6,096
[ "Authentication - Qdrant", "Create API keys" ]
/documentation/cloud/authentication/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ol:nth-of-type(2) > li
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li
Click OK and retrieve your API key.
[ "documentation", "documentation/cloud", "documentation/cloud/authentication" ]
6,097
[ "Authentication - Qdrant" ]
/documentation/cloud/authentication/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h2:nth-of-type(2)
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h2
Authenticate via SDK
[ "documentation", "documentation/cloud", "documentation/cloud/authentication" ]
6,098
[ "Authentication - Qdrant", "Authenticate via SDK" ]
/documentation/cloud/authentication/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(3)
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p
Now that you have created your first cluster and key, you might want to access Qdrant Cloud from within your application.
[ "documentation", "documentation/cloud", "documentation/cloud/authentication" ]
6,099
[ "Authentication - Qdrant", "Authenticate via SDK" ]
/documentation/cloud/authentication/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(3)
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p
Our official Qdrant clients for Python, TypeScript, Go, Rust, .NET and Java all support the API key parameter.
[ "documentation", "documentation/cloud", "documentation/cloud/authentication" ]
6,100
[ "Collections - Qdrant" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h1
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h1
Collections
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,101
[ "Collections - Qdrant", "Collections" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(1)
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p
A collection is a named set of points (vectors with a payload) among which you can search.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,102
[ "Collections - Qdrant", "Collections" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(1)
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p
The vector of each point within the same collection must have the same dimensionality and be compared by a single metric.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,103
[ "Collections - Qdrant", "Collections" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(1)
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p
Named vectors can be used to have multiple vectors in a single point, each of which can have their own dimensionality and metric requirements.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,104
[ "Collections - Qdrant", "Collections" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(2)
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p
Distance metrics are used to measure similarities among vectors.
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6,105
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(2)
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p
The choice of metric depends on the way vectors obtaining and, in particular, on the method of neural network encoder training.
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6,106
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(3)
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p
Qdrant supports these most popular types of metrics:
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,107
[ "Collections - Qdrant", "Collections" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(1) > li:nth-of-type(1)
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Dot product: Dot - [wiki]
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,108
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(1) > li:nth-of-type(2)
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Cosine similarity: Cosine - [wiki]
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(1) > li:nth-of-type(3)
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Euclidean distance: Euclid - [wiki]
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6,110
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(1) > li:nth-of-type(4)
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Manhattan distance: Manhattan - [wiki]
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6,111
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(4)
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p
In addition to metrics and vector size, each collection uses its own set of parameters that controls collection optimization, index construction, and vacuum.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,112
[ "Collections - Qdrant", "Collections" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(4)
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p
These settings can be changed at any time by a corresponding request.
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6,113
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h2:nth-of-type(1)
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h2
Setting up multitenancy
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,114
[ "Collections - Qdrant", "Setting up multitenancy" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(5)
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p
How many collections should you create?
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,115
[ "Collections - Qdrant", "Setting up multitenancy" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(5)
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p
In most cases, you should only use a single collection with payload-based partitioning.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,116
[ "Collections - Qdrant", "Setting up multitenancy" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(5)
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p
This approach is called multitenancy.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,117
[ "Collections - Qdrant", "Setting up multitenancy" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(5)
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p
It is efficient for most of users, but it requires additional configuration.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,118
[ "Collections - Qdrant", "Setting up multitenancy" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(5)
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p
Learn how to set it up
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,119
[ "Collections - Qdrant", "Setting up multitenancy" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(6)
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p
When should you create multiple collections?
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,120
[ "Collections - Qdrant", "Setting up multitenancy" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(6)
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p
When you have a limited number of users and you need isolation.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,121
[ "Collections - Qdrant", "Setting up multitenancy" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(6)
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p
This approach is flexible, but it may be more costly, since creating numerous collections may result in resource overhead.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,122
[ "Collections - Qdrant", "Setting up multitenancy" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(6)
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p
Also, you need to ensure that they do not affect each other in any way, including performance-wise.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,123
[ "Collections - Qdrant", "Setting up multitenancy" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > blockquote > p
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p
Note: If you’re running curl from the command line, the following commands
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,124
[ "Collections - Qdrant", "Setting up multitenancy" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > blockquote > p
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p
assume that you have a running instance of Qdrant on http://localhost:6333.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,125
[ "Collections - Qdrant", "Setting up multitenancy" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > blockquote > p
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p
If needed, you can set one up as described in our
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,126
[ "Collections - Qdrant", "Setting up multitenancy" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > blockquote > p
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p
Quickstart guide.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,127
[ "Collections - Qdrant", "Setting up multitenancy" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > blockquote > p
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p
For convenience, these commands
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,128
[ "Collections - Qdrant", "Setting up multitenancy" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > blockquote > p
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p
specify collections named test_collection1 through test_collection4.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,129
[ "Collections - Qdrant" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h2:nth-of-type(2)
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h2
Create a collection
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,130
[ "Collections - Qdrant", "Create a collection" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(7)
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p
In addition to the required options, you can also specify custom values for the following collection options:
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,131
[ "Collections - Qdrant", "Create a collection" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(2) > li:nth-of-type(1)
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li
hnsw_config - see indexing for details.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,132
[ "Collections - Qdrant", "Create a collection" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(2) > li:nth-of-type(2)
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li
wal_config - Write-Ahead-Log related configuration.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,133
[ "Collections - Qdrant", "Create a collection" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(2) > li:nth-of-type(2)
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li
See more details about WAL
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,134
[ "Collections - Qdrant", "Create a collection" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(2) > li:nth-of-type(3)
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li
optimizers_config - see optimizer for details.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,135
[ "Collections - Qdrant", "Create a collection" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(2) > li:nth-of-type(4)
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li
shard_number - which defines how many shards the collection should have.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,136
[ "Collections - Qdrant", "Create a collection" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(2) > li:nth-of-type(4)
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li
See distributed deployment section for details.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,137
[ "Collections - Qdrant", "Create a collection" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(2) > li:nth-of-type(5)
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li
on_disk_payload - defines where to store payload data.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,138
[ "Collections - Qdrant", "Create a collection" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(2) > li:nth-of-type(5)
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li
If true - payload will be stored on disk only.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,139
[ "Collections - Qdrant", "Create a collection" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(2) > li:nth-of-type(5)
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li
Might be useful for limiting the RAM usage in case of large payload.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,140
[ "Collections - Qdrant", "Create a collection" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(2) > li:nth-of-type(6)
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li
quantization_config - see quantization for details.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,141
[ "Collections - Qdrant", "Create a collection" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(8)
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p
Default parameters for the optional collection parameters are defined in configuration file.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,142
[ "Collections - Qdrant", "Create a collection" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(9)
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p
See schema definitions and a configuration file for more information about collection and vector parameters.
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6,143
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(10)
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p
Available as of v1.2.0
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6,144
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/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(11)
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p
Vectors all live in RAM for very quick access.
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6,145
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(11)
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p
The on_disk parameter can be
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6,146
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/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(11)
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p
set in the vector configuration.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,147
[ "Collections - Qdrant", "Create a collection" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(11)
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p
If true, all vectors will live on disk.
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6,148
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/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(11)
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p
This
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6,149
[ "Collections - Qdrant", "Create a collection" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(11)
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(11)
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(11)
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p
which is suitable for ingesting a large amount of data.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,152
[ "Collections - Qdrant" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h3:nth-of-type(1)
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h3
Create collection from another collection
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,153
[ "Collections - Qdrant", "Create collection from another collection" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(12)
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p
Available as of v1.0.0
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,154
[ "Collections - Qdrant", "Create collection from another collection" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(13)
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p
It is possible to initialize a collection from another existing collection.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,155
[ "Collections - Qdrant", "Create collection from another collection" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(14)
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p
This might be useful for experimenting quickly with different configurations for the same data set.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,156
[ "Collections - Qdrant", "Create collection from another collection" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(15)
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p
Make sure the vectors have the same size and distance function when setting up the vectors configuration in the new collection.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,157
[ "Collections - Qdrant", "Create collection from another collection" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(15)
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p
If you used the previous sample
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,158
[ "Collections - Qdrant", "Create collection from another collection" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(15)
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p
code, "size": 300 and "distance": "Cosine".
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6,159
[ "Collections - Qdrant" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h3:nth-of-type(2)
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h3
Collection with multiple vectors
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,160
[ "Collections - Qdrant", "Collection with multiple vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(16)
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p
Available as of v0.10.0
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,161
[ "Collections - Qdrant", "Collection with multiple vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(17)
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p
It is possible to have multiple vectors per record.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,162
[ "Collections - Qdrant", "Collection with multiple vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(17)
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p
This feature allows for multiple vector storages per collection.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,163
[ "Collections - Qdrant", "Collection with multiple vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(17)
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p
To distinguish vectors in one record, they should have a unique name defined when creating the collection.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,164
[ "Collections - Qdrant", "Collection with multiple vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(17)
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p
Each named vector in this mode has its distance and size:
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,165
[ "Collections - Qdrant", "Collection with multiple vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(18)
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p
For rare use cases, it is possible to create a collection without any vector storage.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,166
[ "Collections - Qdrant", "Collection with multiple vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(19)
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p
Available as of v1.1.1
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,167
[ "Collections - Qdrant", "Collection with multiple vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(20)
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p
For each named vector you can optionally specify
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,168
[ "Collections - Qdrant", "Collection with multiple vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(20)
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p
hnsw_config or
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,169
[ "Collections - Qdrant", "Collection with multiple vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(20)
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p
quantization_config to
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,170
[ "Collections - Qdrant", "Collection with multiple vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(20)
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p
deviate from the collection configuration.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,171