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docs: New Rust SDK snippets - P2

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Anush008
2024-07-24 08:50:50 +05:30
parent eb2e177e1c
commit c75a25e233
10 changed files with 866 additions and 1193 deletions
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qdrant-landing/content/documentation/concepts/explore.md
+96 -131
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@@ -83,28 +83,26 @@ client.recommend("{collection_name}", {
```
```rust
use qdrant_client::{
client::QdrantClient,
qdrant::{Condition, Filter, RecommendPoints, RecommendStrategy},
use qdrant_client::Qdrant;
use qdrant_client::qdrant::{
Condition, Filter, RecommendPointsBuilder, RecommendStrategy,
};
let client = QdrantClient::from_url("http://localhost:6334").build()?;
let client = Qdrant::from_url("http://localhost:6334").build()?;
client
.recommend(&RecommendPoints {
collection_name: "{collection_name}".to_string(),
positive: vec![100.into(), 200.into()],
positive_vectors: vec![vec![100.0, 231.0].into()],
negative: vec![718.into()],
negative_vectors: vec![vec![0.2, 0.3, 0.4, 0.5].into()],
strategy: Some(RecommendStrategy::AverageVector.into()),
filter: Some(Filter::must([Condition::matches(
"city",
"London".to_string(),
)])),
limit: 3,
..Default::default()
})
.recommend(
RecommendPointsBuilder::new("{collection_name}", 3)
.add_positive(100)
.add_positive(231)
.add_positive(vec![0.2, 0.3, 0.4, 0.5])
.add_negative(718)
.strategy(RecommendStrategy::AverageVector)
.filter(Filter::must([Condition::matches(
"city",
"London".to_string(),
)])),
)
.await?;
```
@@ -254,17 +252,16 @@ client.recommend("{collection_name}", {
```
```rust
use qdrant_client::qdrant::RecommendPoints;
use qdrant_client::qdrant::RecommendPointsBuilder;
client
.recommend(&RecommendPoints {
collection_name: "{collection_name}".to_string(),
positive: vec![100.into(), 231.into()],
negative: vec![718.into()],
using: Some("image".to_string()),
limit: 10,
..Default::default()
})
.recommend(
RecommendPointsBuilder::new("{collection_name}", 10)
.add_positive(100)
.add_positive(231)
.add_negative(718)
.using("image"),
)
.await?;
```
@@ -357,22 +354,20 @@ client.recommend("{collection_name}", {
```
```rust
use qdrant_client::qdrant::{LookupLocation, RecommendPoints};
use qdrant_client::qdrant::{LookupLocationBuilder, RecommendPointsBuilder};
client
.recommend(&RecommendPoints {
collection_name: "{collection_name}".to_string(),
positive: vec![100.into(), 231.into()],
negative: vec![718.into()],
using: Some("image".to_string()),
limit: 10,
lookup_from: Some(LookupLocation {
collection_name: "{external_collection_name}".to_string(),
vector_name: Some("{external_vector_name}".to_string()),
..Default::default()
}),
..Default::default()
})
.recommend(
RecommendPointsBuilder::new("{collection_name}", 10)
.add_positive(100)
.add_positive(231)
.add_negative(718)
.using("image")
.lookup_from(
LookupLocationBuilder::new("{external_collection_name}")
.vector_name("{external_vector_name}"),
),
)
.await?;
```
@@ -532,40 +527,34 @@ client.recommend_batch("{collection_name}", {
```
```rust
use qdrant_client::{
client::QdrantClient,
qdrant::{Condition, Filter, RecommendBatchPoints, RecommendPoints},
use qdrant_client::qdrant::{
Condition, Filter, RecommendBatchPointsBuilder, RecommendPointsBuilder,
};
use qdrant_client::Qdrant;
let client = QdrantClient::from_url("http://localhost:6334").build()?;
let client = Qdrant::from_url("http://localhost:6334").build()?;
let filter = Filter::must([Condition::matches("city", "London".to_string())]);
let recommend_queries = vec![
RecommendPoints {
collection_name: "{collection_name}".to_string(),
positive: vec![100.into(), 231.into()],
negative: vec![718.into()],
filter: Some(filter.clone()),
limit: 3,
..Default::default()
},
RecommendPoints {
collection_name: "{collection_name}".to_string(),
positive: vec![200.into(), 67.into()],
negative: vec![300.into()],
filter: Some(filter),
limit: 3,
..Default::default()
},
RecommendPointsBuilder::new("{collection_name}", 3)
.add_positive(100)
.add_positive(231)
.add_negative(718)
.filter(filter.clone())
.build(),
RecommendPointsBuilder::new("{collection_name}", 3)
.add_positive(200)
.add_positive(67)
.add_negative(300)
.filter(filter.clone())
.build(),
];
client
.recommend_batch(&RecommendBatchPoints {
collection_name: "{collection_name}".to_string(),
recommend_points: recommend_queries,
..Default::default()
})
.recommend_batch(RecommendBatchPointsBuilder::new(
"{collection_name}",
recommend_queries,
))
.await?;
```
@@ -761,45 +750,29 @@ client.discover("{collection_name}", {
```
```rust
use qdrant_client::{
client::QdrantClient,
qdrant::{
target_vector::Target, vector_example::Example, ContextExamplePair, DiscoverPoints,
TargetVector, VectorExample,
},
};
let client = QdrantClient::from_url("http://localhost:6334").build()?;
use qdrant_client::qdrant::{target_vector::Target, vector_example::Example, ContextExamplePairBuilder, DiscoverPointsBuilder, VectorExample};
use qdrant_client::Qdrant;
client
.discover(&DiscoverPoints {
collection_name: "{collection_name}".to_string(),
target: Some(TargetVector {
target: Some(Target::Single(VectorExample {
example: Some(Example::Vector(vec![0.2, 0.1, 0.9, 0.7].into())),
})),
}),
context: vec![
ContextExamplePair {
positive: Some(VectorExample {
example: Some(Example::Id(100.into())),
}),
negative: Some(VectorExample {
example: Some(Example::Id(718.into())),
}),
},
ContextExamplePair {
positive: Some(VectorExample {
example: Some(Example::Id(200.into())),
}),
negative: Some(VectorExample {
example: Some(Example::Id(300.into())),
}),
},
],
limit: 10,
..Default::default()
})
.discover(
DiscoverPointsBuilder::new(
"{collection_name}",
vec![
ContextExamplePairBuilder::default()
.positive(Example::Id(100.into()))
.negative(Example::Id(718.into()))
.build(),
ContextExamplePairBuilder::default()
.positive(Example::Id(200.into()))
.negative(Example::Id(300.into()))
.build(),
],
10,
)
.target(Target::Single(VectorExample {
example: Some(Example::Vector(vec![0.2, 0.1, 0.9, 0.7].into())),
})),
)
.await?;
```
@@ -961,37 +934,29 @@ client.discover("{collection_name}", {
```
```rust
use qdrant_client::{
client::QdrantClient,
qdrant::{vector_example::Example, ContextExamplePair, DiscoverPoints, VectorExample},
use qdrant_client::qdrant::{
target_vector::Target, vector_example::Example, ContextExamplePairBuilder,
DiscoverPointsBuilder, VectorExample,
};
use qdrant_client::Qdrant;
let client = QdrantClient::from_url("http://localhost:6334").build()?;
let client = Qdrant::from_url("http://localhost:6334").build()?;
client
.discover(&DiscoverPoints {
collection_name: "{collection_name}".to_string(),
context: vec![
ContextExamplePair {
positive: Some(VectorExample {
example: Some(Example::Id(100.into())),
}),
negative: Some(VectorExample {
example: Some(Example::Id(718.into())),
}),
},
ContextExamplePair {
positive: Some(VectorExample {
example: Some(Example::Id(200.into())),
}),
negative: Some(VectorExample {
example: Some(Example::Id(300.into())),
}),
},
.discover(DiscoverPointsBuilder::new(
"{collection_name}",
vec![
ContextExamplePairBuilder::default()
.positive(Example::Id(100.into()))
.negative(Example::Id(718.into()))
.build(),
ContextExamplePairBuilder::default()
.positive(Example::Id(200.into()))
.negative(Example::Id(300.into()))
.build(),
],
limit: 10,
..Default::default()
})
10,
))
.await?;
```