Regenerate snippet .md files

Run `./generate-md.py` to update generated markdown files after
semi-manual changes made in the previous commit.
This commit serves as a gist of fixed issues found in snippets.

(it's easier to review 250 lines diff rather than 31k lines diff, isn't it?)

qdrant-landing/content/documentation/headless/snippets/create-payload-index/asciifolding-full-text/generated/python.md

@@ -7,7 +7,7 @@ client.create_payload_index(
     collection_name="{collection_name}",
     field_name="name_of_the_field_to_index",
     field_schema=models.TextIndexParams(
-        type="text",
+        type=models.TextIndexType.TEXT,
         tokenizer=models.TokenizerType.WORD,
         ascii_folding=True,
     ),

qdrant-landing/content/documentation/headless/snippets/create-payload-index/integer-is-principal/generated/java.md

@@ -2,6 +2,7 @@
 import io.qdrant.client.QdrantClient;
 import io.qdrant.client.QdrantGrpcClient;
 import io.qdrant.client.grpc.Collections.IntegerIndexParams;
+import io.qdrant.client.grpc.Collections.KeywordIndexParams;
 import io.qdrant.client.grpc.Collections.PayloadIndexParams;
 import io.qdrant.client.grpc.Collections.PayloadSchemaType;
 
@@ -15,8 +16,8 @@ client
         PayloadSchemaType.Integer,
         PayloadIndexParams.newBuilder()
             .setIntegerIndexParams(
-                KeywordIndexParams.newBuilder()
-                    .setIsPrincipa(true)
+                IntegerIndexParams.newBuilder()
+                    .setIsPrincipal(true)
                     .build())
             .build(),
         null,

qdrant-landing/content/documentation/headless/snippets/create-payload-index/integer-is-principal/generated/rust.md

@@ -4,7 +4,7 @@ use qdrant_client::qdrant::{
     IntegerIndexParamsBuilder,
     FieldType
 };
-use qdrant_client::{Qdrant, QdrantError};
+use qdrant_client::Qdrant;
 
 let client = Qdrant::from_url("http://localhost:6334").build()?;
 
@@ -18,5 +18,5 @@ client.create_field_index(
         IntegerIndexParamsBuilder::default()
             .is_principal(true),
     ),
-);
+).await?;
 ```

qdrant-landing/content/documentation/headless/snippets/create-payload-index/integer-with-params/generated/go.md

@@ -16,8 +16,8 @@ client.CreateFieldIndex(context.Background(), &qdrant.CreateFieldIndexCollection
 	FieldType:      qdrant.FieldType_FieldTypeInteger.Enum(),
 	FieldIndexParams: qdrant.NewPayloadIndexParamsInt(
 		&qdrant.IntegerIndexParams{
-			Lookup: false,
-			Range:  true,
+			Lookup: qdrant.PtrOf(false),
+			Range:  qdrant.PtrOf(true),
 		}),
 })
 ```

qdrant-landing/content/documentation/headless/snippets/create-payload-index/integer-with-params/generated/rust.md

@@ -1,9 +1,8 @@
 ```rust
-use qdrant_client::qdrant::{
-    payload_index_params::IndexParams, CreateFieldIndexCollectionBuilder, FieldType,
-    IntegerIndexParams, PayloadIndexParams,
-};
 use qdrant_client::Qdrant;
+use qdrant_client::qdrant::{
+    CreateFieldIndexCollectionBuilder, FieldType, IntegerIndexParamsBuilder,
+};
 
 let client = Qdrant::from_url("http://localhost:6334").build()?;
 
@@ -14,12 +13,7 @@ client
             "name_of_the_field_to_index",
             FieldType::Integer,
         )
-        .field_index_params(PayloadIndexParams {
-            index_params: Some(IndexParams::IntegerIndexParams(IntegerIndexParams {
-                lookup: false,
-                range: true,
-            })),
-        }),
+        .field_index_params(IntegerIndexParamsBuilder::new(false, true).build()),
     )
     .await?;
 ```

qdrant-landing/content/documentation/headless/snippets/create-payload-index/keyword-is-tenant/generated/rust.md

@@ -4,7 +4,8 @@ use qdrant_client::qdrant::{
     KeywordIndexParamsBuilder,
     FieldType
 };
-use qdrant_client::{Qdrant, QdrantError};
+
+use qdrant_client::Qdrant;
 
 let client = Qdrant::from_url("http://localhost:6334").build()?;
 
@@ -18,5 +19,5 @@ client.create_field_index(
         KeywordIndexParamsBuilder::default()
             .is_tenant(true),
     ),
-);
+).await?;
 ```

qdrant-landing/content/documentation/headless/snippets/create-payload-index/keyword-on-disk/generated/rust.md

@@ -4,7 +4,7 @@ use qdrant_client::qdrant::{
     KeywordIndexParamsBuilder,
     FieldType
 };
-use qdrant_client::{Qdrant, QdrantError};
+use qdrant_client::Qdrant;
 
 let client = Qdrant::from_url("http://localhost:6334").build()?;
 
@@ -18,5 +18,5 @@ client.create_field_index(
         KeywordIndexParamsBuilder::default()
             .on_disk(true),
     ),
-);
+).await?;
 ```

qdrant-landing/content/documentation/headless/snippets/create-payload-index/lowercase-full-text/generated/python.md

@@ -7,7 +7,7 @@ client.create_payload_index(
     collection_name="{collection_name}",
     field_name="name_of_the_field_to_index",
     field_schema=models.TextIndexParams(
-        type="text",
+        type=models.TextIndexType.TEXT,
         tokenizer=models.TokenizerType.WORD,
         lowercase=False,
     ),

qdrant-landing/content/documentation/headless/snippets/create-payload-index/phrase-full-text/generated/python.md

@@ -7,7 +7,7 @@ client.create_payload_index(
     collection_name="{collection_name}",
     field_name="name_of_the_field_to_index",
     field_schema=models.TextIndexParams(
-        type="text",
+        type=models.TextIndexType.TEXT,
         tokenizer=models.TokenizerType.WORD,
         lowercase=True,
         phrase_matching=True,

qdrant-landing/content/documentation/headless/snippets/create-payload-index/simple-full-text/generated/python.md

@@ -7,7 +7,7 @@ client.create_payload_index(
     collection_name="{collection_name}",
     field_name="name_of_the_field_to_index",
     field_schema=models.TextIndexParams(
-        type="text",
+        type=models.TextIndexType.TEXT,
         tokenizer=models.TokenizerType.WORD,
         min_token_len=2,
         max_token_len=10,

qdrant-landing/content/documentation/headless/snippets/create-payload-index/stemmer-full-text/generated/python.md

@@ -7,7 +7,7 @@ client.create_payload_index(
     collection_name="{collection_name}",
     field_name="name_of_the_field_to_index",
     field_schema=models.TextIndexParams(
-        type="text",
+        type=models.TextIndexType.TEXT,
         tokenizer=models.TokenizerType.WORD,
         stemmer=models.SnowballParams(
             type=models.Snowball.SNOWBALL,

qdrant-landing/content/documentation/headless/snippets/create-payload-index/stopwords-full-text/generated/python.md

@@ -8,7 +8,7 @@ client.create_payload_index(
     collection_name="{collection_name}",
     field_name="name_of_the_field_to_index",
     field_schema=models.TextIndexParams(
-        type="text",
+        type=models.TextIndexType.TEXT,
         tokenizer=models.TokenizerType.WORD,
         stopwords=models.Language.ENGLISH,
     ),
@@ -19,7 +19,7 @@ client.create_payload_index(
     collection_name="{collection_name}",
     field_name="name_of_the_field_to_index",
     field_schema=models.TextIndexParams(
-        type="text",
+        type=models.TextIndexType.TEXT,
         tokenizer=models.TokenizerType.WORD,
         stopwords=models.StopwordsSet(
             languages=[

qdrant-landing/content/documentation/headless/snippets/create-payload-index/with-group-id-as-tenant/generated/csharp.md

@@ -1,5 +1,6 @@
 ```csharp
 using Qdrant.Client;
+using Qdrant.Client.Grpc;
 
 var client = new QdrantClient("localhost", 6334);
 

qdrant-landing/content/documentation/headless/snippets/create-payload-index/with-group-id-as-tenant/generated/python.md

@@ -3,7 +3,7 @@ client.create_payload_index(
     collection_name="{collection_name}",
     field_name="group_id",
     field_schema=models.KeywordIndexParams(
-        type="keyword",
+        type=models.KeywordIndexType.KEYWORD,
         is_tenant=True,
     ),
 )

qdrant-landing/content/documentation/headless/snippets/create-payload-index/with-group-id-as-tenant/generated/rust.md

@@ -4,7 +4,7 @@ use qdrant_client::qdrant::{
     KeywordIndexParamsBuilder,
     FieldType
 };
-use qdrant_client::{Qdrant, QdrantError};
+use qdrant_client::Qdrant;
 
 let client = Qdrant::from_url("http://localhost:6334").build()?;