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11 changes: 1 addition & 10 deletions _includes/code/configuration/replication-consistency.mdx
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@@ -1,14 +1,13 @@
import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem';
import PyCode from '!!raw-loader!/_includes/code/howto/manage-data.collections.py';
import PyCodeV3 from '!!raw-loader!/_includes/code/howto/manage-data.collections-v3.py';
import TSCode from '!!raw-loader!/_includes/code/howto/manage-data.collections.ts';
import TSCodeLegacy from '!!raw-loader!/_includes/code/howto/manage-data.collections-v2.ts';
import FilteredTextBlock from '@site/src/components/Documentation/FilteredTextBlock';


<Tabs groupId="languages">
<TabItem value="py" label="Python Client v4">
<TabItem value="py" label="Python">
<FilteredTextBlock
text={PyCode}
startMarker="# START AsyncRepair"
Expand All @@ -17,14 +16,6 @@ import FilteredTextBlock from '@site/src/components/Documentation/FilteredTextBl
/>
</TabItem>

<TabItem value="py3" label="Python Client v3">
<FilteredTextBlock
text={PyCodeV3}
startMarker="# START AsyncRepair"
endMarker="# END AsyncRepair"
language="pyv3"
/>
</TabItem>

<TabItem value="js" label="JS/TS Client v3">
<FilteredTextBlock
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10 changes: 1 addition & 9 deletions _includes/code/connections/oidc-connect.mdx
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Expand Up @@ -10,22 +10,14 @@ import JavaCode from '!!raw-loader!/_includes/code/connections/connect.java';
import GoCode from '!!raw-loader!/_includes/code/connections/connect.go';

<Tabs groupId="languages">
<TabItem value="py4" label="Python Client v4">
<TabItem value="py4" label="Python">
<FilteredTextBlock
text={PyV4Code}
startMarker="# START OIDCConnect"
endMarker="# END OIDCConnect"
language="py"
/>
</TabItem>
<TabItem value="py3" label="Python Client v3">
<FilteredTextBlock
text={PyV3Code}
startMarker="# START OIDCConnect"
endMarker="# END OIDCConnect"
language="pyv3"
/>
</TabItem>
<TabItem value="ts3" label="JS/TS Client v3">
<FilteredTextBlock
text={TsV3Code}
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2 changes: 1 addition & 1 deletion _includes/code/connections/timeouts-cloud.mdx
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Expand Up @@ -6,7 +6,7 @@ import PyV4Code from '!!raw-loader!/_includes/code/connections/connect-python-v4
import TsV3Code from '!!raw-loader!/_includes/code/connections/connect-ts-v3.ts';

<Tabs groupId="languages">
<TabItem value="py4" label="Python Client v4">
<TabItem value="py4" label="Python">
<FilteredTextBlock
text={PyV4Code}
startMarker="# START TimeoutWCD"
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2 changes: 1 addition & 1 deletion _includes/code/connections/timeouts-custom.mdx
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Expand Up @@ -6,7 +6,7 @@ import PyV4Code from '!!raw-loader!/_includes/code/connections/connect-python-v4
import TsV3Code from '!!raw-loader!/_includes/code/connections/connect-ts-v3.ts';

<Tabs groupId="languages">
<TabItem value="py4" label="Python Client v4">
<TabItem value="py4" label="Python">
<FilteredTextBlock
text={PyV4Code}
startMarker="# START TimeoutCustom"
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2 changes: 1 addition & 1 deletion _includes/code/connections/timeouts-local.mdx
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Expand Up @@ -7,7 +7,7 @@ import TsV3Code from '!!raw-loader!/_includes/code/connections/connect-ts-v3.ts'


<Tabs groupId="languages">
<TabItem value="py4" label="Python Client v4">
<TabItem value="py4" label="Python">
<FilteredTextBlock
text={PyV4Code}
startMarker="# START TimeoutLocal"
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11 changes: 1 addition & 10 deletions _includes/code/embedded.instantiate.custom.mdx
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Expand Up @@ -2,27 +2,18 @@ import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem';
import FilteredTextBlock from '@site/src/components/Documentation/FilteredTextBlock';
import PyCode from '!!raw-loader!/_includes/code/install/embedded.py';
import PyCodeV3 from '!!raw-loader!/_includes/code/install/embedded-v3.py';
import TsCodeV2 from '!!raw-loader!/_includes/code/install/embedded-v2.ts';
import TsCodeV2CustomModules from '!!raw-loader!/_includes/code/install/embedded-v2-custommodules.ts';

<Tabs groupId="languages">
<TabItem value="py" label="Python Client v4">
<TabItem value="py" label="Python">
<FilteredTextBlock
text={PyCode}
startMarker="# START FullInstantiationEmbedded"
endMarker="# END FullInstantiationEmbedded"
language="py"
/>
</TabItem>
<TabItem value="py3" label="Python Client v3">
<FilteredTextBlock
text={PyCodeV3}
startMarker="# START CustomModules"
endMarker="# END CustomModules"
language="pyv3"
/>
</TabItem>
<TabItem value="js" label="JS/TS Client v2">
<FilteredTextBlock
text={TsCodeV2CustomModules}
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11 changes: 1 addition & 10 deletions _includes/code/embedded.instantiate.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -2,26 +2,17 @@ import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem';
import FilteredTextBlock from '@site/src/components/Documentation/FilteredTextBlock';
import PyCode from '!!raw-loader!/_includes/code/install/embedded.py';
import PyCodeV3 from '!!raw-loader!/_includes/code/install/embedded-v3.py';
import TsCodeV2 from '!!raw-loader!/_includes/code/install/embedded-v2.ts';

<Tabs groupId="languages">
<TabItem value="py" label="Python Client v4">
<TabItem value="py" label="Python">
<FilteredTextBlock
text={PyCode}
startMarker="# START SimpleInstantiationEmbedded"
endMarker="# END SimpleInstantiationEmbedded"
language="py"
/>
</TabItem>
<TabItem value="py3" label="Python Client v3">
<FilteredTextBlock
text={PyCodeV3}
startMarker="# START SimpleInstance"
endMarker="# END SimpleInstance"
language="pyv3"
/>
</TabItem>
<TabItem value="js" label="JS/TS Client v2">
<FilteredTextBlock
text={TsCodeV2}
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11 changes: 1 addition & 10 deletions _includes/code/embedded.instantiate.module.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -2,27 +2,18 @@ import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem';
import FilteredTextBlock from '@site/src/components/Documentation/FilteredTextBlock';
import PyCode from '!!raw-loader!/_includes/code/install/embedded.py';
import PyCodeV3 from '!!raw-loader!/_includes/code/install/embedded-v3.py';
import TsCodeV2 from '!!raw-loader!/_includes/code/install/embedded-v2.ts';
import TsCodeV2CustomModules from '!!raw-loader!/_includes/code/install/embedded-v2-custommodules.ts';

<Tabs groupId="languages">
<TabItem value="py" label="Python Client v4">
<TabItem value="py" label="Python">
<FilteredTextBlock
text={PyCode}
startMarker="# START ModuleInstantiationEmbedded"
endMarker="# END ModuleInstantiationEmbedded"
language="py"
/>
</TabItem>
<TabItem value="py3" label="Python Client v3">
<FilteredTextBlock
text={PyCodeV3}
startMarker="# START CustomModules"
endMarker="# END CustomModules"
language="pyv3"
/>
</TabItem>
<TabItem value="js" label="JS/TS Client v2">
<FilteredTextBlock
text={TsCodeV2CustomModules}
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22 changes: 1 addition & 21 deletions _includes/code/graphql.aggregate.groupby.mdx
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Expand Up @@ -5,33 +5,13 @@ import FilteredTextBlock from '@site/src/components/Documentation/FilteredTextBl
import PyCode from '!!raw-loader!/_includes/code/graphql.aggregate.simple.py';

<Tabs groupId="languages">
<TabItem value="py" label="Python Client v4">
<TabItem value="py" label="Python">
<FilteredTextBlock
text={PyCode}
startMarker="START GraphQLSimpleAggregateGroupby"
endMarker="END GraphQLSimpleAggregateGroupby"
language="py"
/>
</TabItem>
<TabItem value="py3" label="Python Client v3">

```python
import weaviate

client = weaviate.Client("http://localhost:8080")

response = (
client.query
.aggregate("Article")
.with_group_by_filter(["inPublication"])
.with_meta_count()
.with_fields("meta { count } wordCount { mean } groupedBy { path value }")
.do()
)

print(response)
```

</TabItem>
<TabItem value="js" label="JS/TS Client v2">

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24 changes: 1 addition & 23 deletions _includes/code/graphql.aggregate.nearObject.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -5,35 +5,13 @@ import FilteredTextBlock from '@site/src/components/Documentation/FilteredTextBl
import PyCode from '!!raw-loader!/_includes/code/graphql.aggregate.simple.py';

<Tabs groupId="languages">
<TabItem value="py" label="Python Client v4">
<TabItem value="py" label="Python">
<FilteredTextBlock
text={PyCode}
startMarker="START GraphQLnearObjectAggregate"
endMarker="END GraphQLnearObjectAggregate"
language="py"
/>
</TabItem>
<TabItem value="py3" label="Python Client v3">

```python
import weaviate

client = weaviate.Client("http://localhost:8080")

result = (
client.query
.aggregate("Article")
.with_meta_count()
.with_fields("wordCount { count maximum mean median minimum mode sum type } inPublication { pointingTo type }")
# prior to v1.14, use certainty instead of distance
.with_near_object({"id": "00037775-1432-35e5-bc59-443baaef7d80", "distance": 0.6})
.with_object_limit(200)
.do()
)

print(result)
```

</TabItem>
<TabItem value="js" label="JS/TS Client v2">

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23 changes: 1 addition & 22 deletions _includes/code/graphql.aggregate.nearText.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -5,34 +5,13 @@ import FilteredTextBlock from '@site/src/components/Documentation/FilteredTextBl
import PyCode from '!!raw-loader!/_includes/code/graphql.aggregate.simple.py';

<Tabs groupId="languages">
<TabItem value="py" label="Python Client v4">
<TabItem value="py" label="Python">
<FilteredTextBlock
text={PyCode}
startMarker="START GraphQLnearTextAggregate"
endMarker="END GraphQLnearTextAggregate"
language="py"
/>
</TabItem>
<TabItem value="py3" label="Python Client v3">

```python
import weaviate

client = weaviate.Client("http://localhost:8080")

result = (
client.query
.aggregate("Article")
.with_meta_count()
.with_fields("wordCount {count maximum mean median minimum mode sum type} inPublication {pointingTo type}")
.with_near_text({"concepts": ["apple iphone"], "distance": 0.7}) # prior to v1.14 use "certainty" instead of "distance"
.with_object_limit(200) # at least one of "objectLimit",
.do() # and/or "distance" must be set
) # when using near media filters

print(result)
```

</TabItem>
<TabItem value="js" label="JS/TS Client v2">

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23 changes: 1 addition & 22 deletions _includes/code/graphql.aggregate.nearVector.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -5,34 +5,13 @@ import FilteredTextBlock from '@site/src/components/Documentation/FilteredTextBl
import PyCode from '!!raw-loader!/_includes/code/graphql.aggregate.simple.py';

<Tabs groupId="languages">
<TabItem value="py" label="Python Client v4">
<TabItem value="py" label="Python">
<FilteredTextBlock
text={PyCode}
startMarker="START GraphQLnearVectorAggregate"
endMarker="END GraphQLnearVectorAggregate"
language="py"
/>
</TabItem>
<TabItem value="py3" label="Python Client v3">

```python
import weaviate

client = weaviate.Client("http://localhost:8080")

result = (
client.query
.aggregate("Article")
.with_meta_count()
.with_fields("wordCount {count maximum mean median minimum mode sum type}")
.with_near_vector({"vector": [0.1, 0.2, -0.3], "certainty": 0.7})
.with_object_limit(100)
.do()
)

print(result)
```

</TabItem>
<TabItem value="js" label="JS/TS Client v2">

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21 changes: 1 addition & 20 deletions _includes/code/graphql.aggregate.simple.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -5,32 +5,13 @@ import FilteredTextBlock from '@site/src/components/Documentation/FilteredTextBl
import PyCode from '!!raw-loader!/_includes/code/graphql.aggregate.simple.py';

<Tabs groupId="languages">
<TabItem value="py" label="Python Client v4">
<TabItem value="py" label="Python">
<FilteredTextBlock
text={PyCode}
startMarker="START GraphQLAggregateSimple"
endMarker="END GraphQLAggregateSimple"
language="py"
/>
</TabItem>
<TabItem value="py3" label="Python Client v3">

```python
import weaviate

client = weaviate.Client("http://localhost:8080")

response = (
client.query
.aggregate("Article")
.with_meta_count()
.with_fields("wordCount {count maximum mean median minimum mode sum type}")
.do()
)

print(response)
```

</TabItem>
<TabItem value="js" label="JS/TS Client v2">

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27 changes: 0 additions & 27 deletions _includes/code/graphql.explore.vector.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -2,33 +2,6 @@ import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem';

<Tabs groupId="languages">
<TabItem value="py3" label="Python Client v3">

```python
import weaviate

client = weaviate.Client("http://localhost:8080")

explore_articles_query = """
{
Explore (
nearVector: {
vector: [-0.36840257,0.13973749,-0.28994447,-0.18607682,0.20019795,0.15541431,-0.42353877,0.30262852,0.2724561,0.07069917,0.4877447,0.038771532,0.64523,-0.15907241,-0.3413626,-0.026682584,-0.63310874,-0.33411884,0.082939014,0.30305764,0.045918174,-0.21439327,-0.5005205,0.6210859,-0.2729049,-0.51221114,0.09680918,0.094923325,-0.15688285,-0.07325482,0.6588305,0.0523736,-0.14173415,-0.27428055,0.25526586,0.057506185,-0.3103442,0.028601522,0.124522656,0.66984487,0.12160647,-0.5090515,-0.540393,-0.39546522,-0.2201204,0.34625968,-0.21068871,0.21132985,0.048714135,0.09043683,0.3176081,-0.056684002,-0.12117501,-0.6591976,-0.26731065,0.42615625,0.33333477,-0.3240578,-0.18771006,0.2328068,-0.17239179,-0.33583146,-0.6556605,-0.10608161,-0.5135395,-0.25123677,-0.23004892,0.7036331,0.04456794,0.41253626,0.27872285,-0.28226635,0.11927197,-0.4677766,0.4343466,-0.17538455,0.10621233,0.95815116,0.23587844,-0.006406698,-0.10512518,-1.1125883,-0.37921682,0.040789194,0.676718,0.3369762,0.040712647,0.580487,0.20063736,-0.021220192,-0.09071747,-0.0023735985,0.30007777,-0.039925132,0.4035474,-0.2518212,-0.17846306,0.12371392,-0.0703354,-0.3752431,-0.652917,0.5952828,1.3426708,-0.08167235,-0.38515738,0.058423538,-0.08100355,-0.192886,0.3745164,-0.23291737,0.33326542,-0.6019264,-0.42822492,-0.6524583,-0.15210791,-0.5073593,0.022548754,-0.058033653,-0.47369233,-0.30890635,0.6338296,0.0017854869,0.1954949,0.99348027,-0.26558784,-0.058124136,1.149388,0.02915948,0.013422121,0.25484946,-0.030017598,-0.23879935,0.053123385,-0.36463016,-0.0024245526,0.1202083,-0.45966506,-0.34140104,-0.08484162,-0.03537422,-0.2817959,0.25044164,-0.5060605,0.1252808,-0.032539487,0.110069446,-0.20679846,-0.46421885,-0.4141739,0.26994973,-0.070687145,0.16862138,-0.20162229,0.22199251,-0.2771402,0.23653336,0.16585203,-0.08286354,-0.15343396,0.23893964,-0.7453282,-0.16549355,-0.1947069,0.46136436,0.22064126,0.28654936,-0.038697664,0.037633028,-0.80988157,0.5094175,-0.0920082,0.25405347,-0.64169943,0.43366328,-0.2999211,-0.4090591,0.11957859,0.00803617,-0.0433745,0.12818244,0.28464508,-0.31760025,0.16558012,-0.33553946,-0.3943465,0.59569097,-0.6524206,0.3683173,-0.60456693,0.2046492,0.46010277,0.24695799,0.2946015,0.11376746,-0.027988048,0.03749422,-0.16577742,0.23407385,-0.0231737,-0.023245076,0.08752677,0.2299883,0.35467404,0.046193745,-0.39828986,0.21079691,0.38396686,-0.0018698421,0.16047359,-0.057517264,-0.203534,0.23438136,-0.84250915,0.22371331,0.0058325706,0.30733636,0.19518353,-0.108008966,0.6509316,0.070131645,-0.24023099,0.28779706,0.2326336,0.07004021,-0.45955566,0.20426086,-0.37472793,-0.049604423,0.4537271,0.6133582,-1.0527759,-0.5472505,0.15193434,0.5296606,-0.11560251,0.07279209,0.40557706,0.2505283,0.24490519,0.017602902,-0.004647707,0.16608049,0.12576887,0.118216865,0.4403996,0.39552462,-0.22196701,-0.061155193,0.03693534,-0.4022908,0.3842317,-0.0831345,0.01930883,0.3446575,-0.2167439,-0.23994556,-0.09370326,-0.3671856,0.044011243,0.017895095,-0.019855855,-0.16416992,0.17858285,0.31287143,0.38368022,-0.006513525,0.45780763,-0.23027879,0.108570844,-0.4449492,-0.035763215,0.03818417,0.040017277,-0.17022872,-0.2622464,0.65610534,0.16720143,0.2515769,-0.23535803,0.62484455,0.16771325,-0.62404263,0.19176348,-0.72786695,0.18485649,-0.30914405,-0.3230534,-0.24064465,0.28841522,0.39792386,0.15618932,0.03928854,0.18277727,-0.101632096,0.1868196,-0.33366352,0.086561844,0.48557812,-0.6198209,-0.07978742]
}
) {
beacon
certainty // only supported if distance==cosine
distance // always supported
className
}
}
"""

query_result = client.query.raw(explore_articles_query)
print(query_result)
```

</TabItem>
<TabItem value="js" label="JS/TS Client v2">

```js
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