From 2c6181e0308a681aefada4c694a4fa1bd8ac1a8c Mon Sep 17 00:00:00 2001
From: Miguel Grinberg <miguel.grinberg@gmail.com>
Date: Fri, 9 Aug 2024 12:26:34 +0100
Subject: [PATCH 1/2] Release 8.15.0

---
 .../00fea15cbca83be9d5f1a024ff2ec708.asciidoc | 18 -----
 .../0db06c3cba57cf442ac7fab89966e1e1.asciidoc |  4 +-
 .../0e5d25c7bb738c42d471020d678e2966.asciidoc |  2 +-
 .../0e5db64154a722a5cbdb84b588ce2ce8.asciidoc |  2 +-
 .../10535507a9735fcf06600444b9067d4c.asciidoc |  2 +-
 .../10c3fe2265bb34964bd1005f9da66773.asciidoc | 18 -----
 .../1233be1d4c9c7ca54126f1a0693b26de.asciidoc |  4 +-
 .../13ecdf99114098c76b050397d9c3d4e6.asciidoc |  2 +-
 .../156bc64c94f9f3334fbce25165d2286a.asciidoc |  2 +-
 .../197dc41c8df9629e145b3064c63b2ccc.asciidoc | 19 ------
 .../19f1f9f25933f8e7aba59a10881c648b.asciidoc | 19 ++++++
 .../1e0f203aced9344382081ab095c44dde.asciidoc |  2 +-
 .../1fcc4a3280be399753dcfd5c489ff682.asciidoc | 27 ++++++++
 .../2646710ece0c4c843aebeacd370d0396.asciidoc |  2 +-
 .../2826510e4aeb1c0d8dc43d317ed7624a.asciidoc |  2 +-
 .../2932e6f71e247cf52e11d2f38f114ddf.asciidoc |  2 +-
 .../2c090fe7ec7b66b3f5c178d71c46323b.asciidoc |  4 +-
 .../2fe28d9a91b3081a9ec4601af8fb7b1c.asciidoc |  4 +-
 .../3541d4a85e27b2c3896a7a7ee98b4b37.asciidoc |  2 +-
 .../36063ff9a318dba7bb0be3a230655dc8.asciidoc |  2 +-
 .../36b86b97feedcf5632824eefc251d6ed.asciidoc | 10 ---
 .../36d229f734adcdab00be266a7ce038b1.asciidoc | 20 ++++++
 .../36da9668fef56910370f16bfb772cc40.asciidoc |  2 +-
 .../38ba93890494bfa7beece58dffa44f98.asciidoc | 18 +++++
 .../39ce44333d28ed2b833722d3e3cb06f3.asciidoc |  2 +-
 .../3eb4cdd4a799a117ac1ff5f02b18a512.asciidoc |  2 +-
 .../3f3b3e207f79303ce6f86e03e928e062.asciidoc | 10 ---
 .../4955bae30f265b9e436f82b015de6d7e.asciidoc |  2 +-
 .../4982c547be1ad9455ae836990aea92c5.asciidoc | 17 +++++
 .../4bef98a2dac575a50ee0783c2269f1db.asciidoc | 20 ++++++
 .../4c95d54b32df4dc49e9762b6c1ae2c05.asciidoc |  2 +-
 .../4ca15672fc5ab1d80a127d086b6d2837.asciidoc |  2 +-
 .../4e3414fc712b16311f9e433dd366f49d.asciidoc |  4 +-
 .../51390ca10aa22d7104e8970f09ea4512.asciidoc | 24 +++++++
 .../51b40610ae05730b4c6afd25647d7ae0.asciidoc |  4 +-
 .../5553cf7a02c22f616cd994747f2dd5a5.asciidoc |  2 +-
 .../5837d5f50665ac0a26181d3aaeb3f204.asciidoc |  2 +-
 .../59d736a4d064ed2013c7ead8e32e0998.asciidoc | 17 -----
 .../5b8119b4d9a09f4643be5a5b40875c8f.asciidoc |  4 +-
 .../5db5349162a4fbe74bffb646926a2495.asciidoc | 22 ++++++
 ...62c311e7ab4de8b79e532929a5069975.asciidoc} |  6 ++
 .../633c8a9fc57268979d8735c557705809.asciidoc |  2 +-
 .../63d1c07d22a3ca3b0ec6d950547c011c.asciidoc |  2 +-
 .../63ecdab34940af053acc409164914c32.asciidoc | 67 +++++++++++++++++++
 .../6cd083045bf06e80b83889a939a18451.asciidoc |  2 +-
 .../7011fcdd231804f9c3894154ae2c3fbc.asciidoc |  2 +-
 .../70cc66bf4054ebf0ad4955cb99d9ab80.asciidoc |  2 +-
 .../73be1f93d789264e5b972ddb5991bc66.asciidoc |  2 +-
 .../7429b16221fe741fd31b0584786dd0b0.asciidoc | 14 ++++
 .../746e0a1cb5984f2672963b363505c7b3.asciidoc |  2 +-
 .../75e229852d1404040bb2e83723c0f1db.asciidoc | 10 ---
 .../7709a48020a6cefbbe547fb944541cdb.asciidoc | 16 +++++
 .../77113c65e1755313183a8969233a5a07.asciidoc |  2 +-
 .../77b90f6787195767b6da60d8532714b4.asciidoc | 19 ------
 .../77d0780c5faea4c9ec51a322a6811b3b.asciidoc |  2 +-
 .../794d9a321b944347d2a8834a07b5eb22.asciidoc | 22 ++++++
 .../7a0eb2222fe282d3aab66e12feff2a3b.asciidoc |  6 +-
 .../7a2b9a7b2b6553a48bd4db60a939c0fc.asciidoc |  2 +-
 .../7c24d4bef3f2045407fbf1b95c5416f9.asciidoc |  2 +-
 .../7fef68840761c6982c14ad7af96caf37.asciidoc |  2 +-
 .../8575c966b004fb124c7afd6bb5827b50.asciidoc | 15 -----
 .../858fde15fb0a0340873b123043f8c3b4.asciidoc |  2 +-
 .../8593715fcc70315a0816b435551258e0.asciidoc | 20 ++++++
 .../8619bd17bbfe33490b1f277007f654db.asciidoc | 18 -----
 .../873fbbc6ab81409058591385fd602736.asciidoc |  2 +-
 .../87416e6a1ca2da324dbed6deb05303eb.asciidoc |  2 +-
 .../87733deeea4b441b595d19a0f97346f0.asciidoc |  2 +-
 .../8d7193902a353872740a3324c60c5001.asciidoc |  2 +-
 .../8e286a205a1f84f888a6d99f2620c80e.asciidoc |  2 +-
 .../8e68cdfad45e7e6dff254d931eea29d4.asciidoc |  2 +-
 .../90112d594b934c0111b7303b9f91cb7f.asciidoc | 11 ---
 .../90631797c7fbda43902abf2cc0ea8304.asciidoc |  2 +-
 .../926c0134aeaad53bd0f3bdad9c430217.asciidoc |  2 +-
 .../937ffc65cbb20505a8aba25b37a796a5.asciidoc |  2 +-
 .../93bd651aff81daa2b86f9f2089e6d088.asciidoc |  4 +-
 .../97babc8d19ef0866774576716eb6d19e.asciidoc |  2 +-
 .../9a02bd47c000a3d9a8911233c37c890f.asciidoc |  4 +-
 .../9a203aae3e1412d919546276fb52a5ca.asciidoc | 18 -----
 .../9a4d5e41c52c20635d1fd9c6e13f6c7a.asciidoc |  4 +-
 .../9cfbc41bb7b6fbdb26550dd2789c274e.asciidoc |  2 +-
 .../9d79645ab3a9da3f63c54a1516214a5a.asciidoc |  2 +-
 .../9de4ea9d5f3d427a71ee07d998cb5611.asciidoc |  2 +-
 .../9e0e3ce27967f164f4585c5231ba9c75.asciidoc |  2 +-
 .../9f16fca9813304e398ee052aa857dbcd.asciidoc | 17 -----
 .../a4a3c3cd09efa75168dab90105afb2e9.asciidoc |  2 +-
 .../aa6282d4bc92c753c4bd7a5b166abece.asciidoc |  2 +-
 .../ad57ccba0a060da4f5313692fa26a235.asciidoc |  2 +-
 .../afef5cac988592b97ae289ab39c2f437.asciidoc |  2 +-
 .../b14122481ae1f158f1a9a1bfbc4a41b1.asciidoc |  2 +-
 .../b45a8c6fc746e9c90fd181e69a605fad.asciidoc |  2 +-
 .../b6f690896001f8f9ad5bf24e1304a552.asciidoc | 21 ++++++
 .../b7a9f60b3646efe3834ca8381f8aa560.asciidoc |  2 +-
 .../bb975b342de7e838ebf6a36aaa1a8749.asciidoc |  2 +-
 .../bcc75fc01b45e482638c65b8fbdf09fa.asciidoc |  9 ---
 .../bd7330af2609bdd8aa10958f5e640b93.asciidoc |  2 +-
 .../be5b415d7f33d6f0397ac2f8b5c10521.asciidoc |  2 +-
 .../be5c5a9c25901737585e4fff9195da3c.asciidoc | 18 +++++
 .../bed14cc152522ca0726ac3746ebc31db.asciidoc |  2 +-
 .../c1a895497066a3dac674d4b1a119048d.asciidoc |  2 +-
 .../c1bb395546102279296534522061829f.asciidoc |  2 +-
 .../c6151a0788a10a7f40da684d72c3255c.asciidoc |  2 +-
 .../cda045dfd79acd160ed8668f2ee17ea7.asciidoc |  2 +-
 .../ce2c2e8f5a2e4daf051b6e10122e5aae.asciidoc | 18 +++++
 .../cedb56a71cc743d80263ce352bb21720.asciidoc | 14 ----
 .../d04f0c8c44e8b4fb55f2e7d9d05977e7.asciidoc | 45 -------------
 .../d4fb482a51d67a1af48e429af6019a46.asciidoc |  2 +-
 .../d7919fb6f4d02dde1390775eb8365b79.asciidoc |  2 +-
 .../df34c8ebaaa59a3ee0e3f28e2443bc30.asciidoc |  6 +-
 .../dfce1be1d035aff0b8fdf4a8839f7795.asciidoc | 16 +++++
 .../e1f6ea7c0937cf7e6ea7e8209e52e8bb.asciidoc |  2 +-
 .../ed688d86eeaa4d7969acb0f574eb917f.asciidoc |  2 +-
 .../eee6110831c08b9c1b3f56b24656e95b.asciidoc | 17 -----
 .../f09817fd13ff3dce52eb79d0722409c3.asciidoc |  2 +-
 .../f1b24217b1d9ba6ea5e4fa6e6f412022.asciidoc |  2 +-
 .../f38262ef72f73816ec35fa4c9c85760d.asciidoc | 29 ++++++++
 .../f9cb2547ab04461a12bfd25a35be5f96.asciidoc | 27 ++++++++
 .../fc8a426f8a5112e61e2acb913982a8d9.asciidoc |  2 +-
 .../fe6a21b4a6b33cd6abc522947d6f3ea2.asciidoc |  2 +-
 .../fe7169bab8e626f582c9ea87585d0f35.asciidoc |  2 +-
 docs/guide/release-notes.asciidoc             | 14 ++++
 elasticsearch/_version.py                     |  2 +-
 121 files changed, 552 insertions(+), 382 deletions(-)
 delete mode 100644 docs/examples/00fea15cbca83be9d5f1a024ff2ec708.asciidoc
 delete mode 100644 docs/examples/10c3fe2265bb34964bd1005f9da66773.asciidoc
 delete mode 100644 docs/examples/197dc41c8df9629e145b3064c63b2ccc.asciidoc
 create mode 100644 docs/examples/19f1f9f25933f8e7aba59a10881c648b.asciidoc
 create mode 100644 docs/examples/1fcc4a3280be399753dcfd5c489ff682.asciidoc
 delete mode 100644 docs/examples/36b86b97feedcf5632824eefc251d6ed.asciidoc
 create mode 100644 docs/examples/36d229f734adcdab00be266a7ce038b1.asciidoc
 create mode 100644 docs/examples/38ba93890494bfa7beece58dffa44f98.asciidoc
 delete mode 100644 docs/examples/3f3b3e207f79303ce6f86e03e928e062.asciidoc
 create mode 100644 docs/examples/4982c547be1ad9455ae836990aea92c5.asciidoc
 create mode 100644 docs/examples/4bef98a2dac575a50ee0783c2269f1db.asciidoc
 create mode 100644 docs/examples/51390ca10aa22d7104e8970f09ea4512.asciidoc
 delete mode 100644 docs/examples/59d736a4d064ed2013c7ead8e32e0998.asciidoc
 create mode 100644 docs/examples/5db5349162a4fbe74bffb646926a2495.asciidoc
 rename docs/examples/{c725c72ead2dae0205a5a34a50d7ad83.asciidoc => 62c311e7ab4de8b79e532929a5069975.asciidoc} (90%)
 create mode 100644 docs/examples/63ecdab34940af053acc409164914c32.asciidoc
 create mode 100644 docs/examples/7429b16221fe741fd31b0584786dd0b0.asciidoc
 delete mode 100644 docs/examples/75e229852d1404040bb2e83723c0f1db.asciidoc
 create mode 100644 docs/examples/7709a48020a6cefbbe547fb944541cdb.asciidoc
 delete mode 100644 docs/examples/77b90f6787195767b6da60d8532714b4.asciidoc
 create mode 100644 docs/examples/794d9a321b944347d2a8834a07b5eb22.asciidoc
 delete mode 100644 docs/examples/8575c966b004fb124c7afd6bb5827b50.asciidoc
 create mode 100644 docs/examples/8593715fcc70315a0816b435551258e0.asciidoc
 delete mode 100644 docs/examples/8619bd17bbfe33490b1f277007f654db.asciidoc
 delete mode 100644 docs/examples/90112d594b934c0111b7303b9f91cb7f.asciidoc
 delete mode 100644 docs/examples/9a203aae3e1412d919546276fb52a5ca.asciidoc
 delete mode 100644 docs/examples/9f16fca9813304e398ee052aa857dbcd.asciidoc
 create mode 100644 docs/examples/b6f690896001f8f9ad5bf24e1304a552.asciidoc
 delete mode 100644 docs/examples/bcc75fc01b45e482638c65b8fbdf09fa.asciidoc
 create mode 100644 docs/examples/be5c5a9c25901737585e4fff9195da3c.asciidoc
 create mode 100644 docs/examples/ce2c2e8f5a2e4daf051b6e10122e5aae.asciidoc
 delete mode 100644 docs/examples/cedb56a71cc743d80263ce352bb21720.asciidoc
 delete mode 100644 docs/examples/d04f0c8c44e8b4fb55f2e7d9d05977e7.asciidoc
 create mode 100644 docs/examples/dfce1be1d035aff0b8fdf4a8839f7795.asciidoc
 delete mode 100644 docs/examples/eee6110831c08b9c1b3f56b24656e95b.asciidoc
 create mode 100644 docs/examples/f38262ef72f73816ec35fa4c9c85760d.asciidoc
 create mode 100644 docs/examples/f9cb2547ab04461a12bfd25a35be5f96.asciidoc

diff --git a/docs/examples/00fea15cbca83be9d5f1a024ff2ec708.asciidoc b/docs/examples/00fea15cbca83be9d5f1a024ff2ec708.asciidoc
deleted file mode 100644
index 4e63a4e907..0000000000
--- a/docs/examples/00fea15cbca83be9d5f1a024ff2ec708.asciidoc
+++ /dev/null
@@ -1,18 +0,0 @@
-// inference/put-inference.asciidoc:381
-
-[source, python]
-----
-resp = client.inference.put_model(
-    task_type="text_embedding",
-    inference_id="my-e5-model",
-    body={
-        "service": "elasticsearch",
-        "service_settings": {
-            "num_allocations": 1,
-            "num_threads": 1,
-            "model_id": ".multilingual-e5-small",
-        },
-    },
-)
-print(resp)
-----
\ No newline at end of file
diff --git a/docs/examples/0db06c3cba57cf442ac7fab89966e1e1.asciidoc b/docs/examples/0db06c3cba57cf442ac7fab89966e1e1.asciidoc
index b08ce02679..63dbade850 100644
--- a/docs/examples/0db06c3cba57cf442ac7fab89966e1e1.asciidoc
+++ b/docs/examples/0db06c3cba57cf442ac7fab89966e1e1.asciidoc
@@ -5,7 +5,7 @@
 resp = client.index(
     index="my-index-000001",
     id="1",
-    refresh=True,
+    refresh="true",
     body={
         "my_id": "1",
         "text": "This is a question",
@@ -17,7 +17,7 @@ print(resp)
 resp = client.index(
     index="my-index-000001",
     id="2",
-    refresh=True,
+    refresh="true",
     body={
         "my_id": "2",
         "text": "This is another question",
diff --git a/docs/examples/0e5d25c7bb738c42d471020d678e2966.asciidoc b/docs/examples/0e5d25c7bb738c42d471020d678e2966.asciidoc
index aff06a881f..dfd50fe7a1 100644
--- a/docs/examples/0e5d25c7bb738c42d471020d678e2966.asciidoc
+++ b/docs/examples/0e5d25c7bb738c42d471020d678e2966.asciidoc
@@ -1,4 +1,4 @@
-// ml/trained-models/apis/start-trained-model-deployment.asciidoc:173
+// ml/trained-models/apis/start-trained-model-deployment.asciidoc:200
 
 [source, python]
 ----
diff --git a/docs/examples/0e5db64154a722a5cbdb84b588ce2ce8.asciidoc b/docs/examples/0e5db64154a722a5cbdb84b588ce2ce8.asciidoc
index 5831d48ab9..97c6ae00bc 100644
--- a/docs/examples/0e5db64154a722a5cbdb84b588ce2ce8.asciidoc
+++ b/docs/examples/0e5db64154a722a5cbdb84b588ce2ce8.asciidoc
@@ -1,4 +1,4 @@
-// mapping/types/numeric.asciidoc:275
+// mapping/types/numeric.asciidoc:287
 
 [source, python]
 ----
diff --git a/docs/examples/10535507a9735fcf06600444b9067d4c.asciidoc b/docs/examples/10535507a9735fcf06600444b9067d4c.asciidoc
index 2e19678f8f..55a00b8fa3 100644
--- a/docs/examples/10535507a9735fcf06600444b9067d4c.asciidoc
+++ b/docs/examples/10535507a9735fcf06600444b9067d4c.asciidoc
@@ -1,4 +1,4 @@
-// mapping/types/text.asciidoc:181
+// mapping/types/text.asciidoc:184
 
 [source, python]
 ----
diff --git a/docs/examples/10c3fe2265bb34964bd1005f9da66773.asciidoc b/docs/examples/10c3fe2265bb34964bd1005f9da66773.asciidoc
deleted file mode 100644
index 08c365b91c..0000000000
--- a/docs/examples/10c3fe2265bb34964bd1005f9da66773.asciidoc
+++ /dev/null
@@ -1,18 +0,0 @@
-// inference/put-inference.asciidoc:488
-
-[source, python]
-----
-resp = client.inference.put_model(
-    task_type="text_embedding",
-    inference_id="my-msmarco-minilm-model",
-    body={
-        "service": "elasticsearch",
-        "service_settings": {
-            "num_allocations": 1,
-            "num_threads": 1,
-            "model_id": "msmarco-MiniLM-L12-cos-v5",
-        },
-    },
-)
-print(resp)
-----
\ No newline at end of file
diff --git a/docs/examples/1233be1d4c9c7ca54126f1a0693b26de.asciidoc b/docs/examples/1233be1d4c9c7ca54126f1a0693b26de.asciidoc
index 0aac0cbc78..081d2f47e8 100644
--- a/docs/examples/1233be1d4c9c7ca54126f1a0693b26de.asciidoc
+++ b/docs/examples/1233be1d4c9c7ca54126f1a0693b26de.asciidoc
@@ -6,7 +6,7 @@ resp = client.index(
     index="my-index-000001",
     id="3",
     routing="1",
-    refresh=True,
+    refresh="true",
     body={
         "my_id": "3",
         "text": "This is an answer",
@@ -19,7 +19,7 @@ resp = client.index(
     index="my-index-000001",
     id="4",
     routing="1",
-    refresh=True,
+    refresh="true",
     body={
         "my_id": "4",
         "text": "This is another answer",
diff --git a/docs/examples/13ecdf99114098c76b050397d9c3d4e6.asciidoc b/docs/examples/13ecdf99114098c76b050397d9c3d4e6.asciidoc
index f3d348b3ee..c323d4b7db 100644
--- a/docs/examples/13ecdf99114098c76b050397d9c3d4e6.asciidoc
+++ b/docs/examples/13ecdf99114098c76b050397d9c3d4e6.asciidoc
@@ -1,4 +1,4 @@
-// inference/post-inference.asciidoc:197
+// inference/post-inference.asciidoc:201
 
 [source, python]
 ----
diff --git a/docs/examples/156bc64c94f9f3334fbce25165d2286a.asciidoc b/docs/examples/156bc64c94f9f3334fbce25165d2286a.asciidoc
index 52a9590577..a1d92ede74 100644
--- a/docs/examples/156bc64c94f9f3334fbce25165d2286a.asciidoc
+++ b/docs/examples/156bc64c94f9f3334fbce25165d2286a.asciidoc
@@ -1,4 +1,4 @@
-// index-modules/index-sorting.asciidoc:16
+// index-modules/index-sorting.asciidoc:15
 
 [source, python]
 ----
diff --git a/docs/examples/197dc41c8df9629e145b3064c63b2ccc.asciidoc b/docs/examples/197dc41c8df9629e145b3064c63b2ccc.asciidoc
deleted file mode 100644
index 69db46c37d..0000000000
--- a/docs/examples/197dc41c8df9629e145b3064c63b2ccc.asciidoc
+++ /dev/null
@@ -1,19 +0,0 @@
-// setup/run-elasticsearch-locally.asciidoc:135
-
-[source, python]
-----
-resp = client.bulk(
-    index="customer",
-    body=[
-        {"create": {}},
-        {"firstname": "Monica", "lastname": "Rambeau"},
-        {"create": {}},
-        {"firstname": "Carol", "lastname": "Danvers"},
-        {"create": {}},
-        {"firstname": "Wanda", "lastname": "Maximoff"},
-        {"create": {}},
-        {"firstname": "Jennifer", "lastname": "Takeda"},
-    ],
-)
-print(resp)
-----
\ No newline at end of file
diff --git a/docs/examples/19f1f9f25933f8e7aba59a10881c648b.asciidoc b/docs/examples/19f1f9f25933f8e7aba59a10881c648b.asciidoc
new file mode 100644
index 0000000000..64edf11563
--- /dev/null
+++ b/docs/examples/19f1f9f25933f8e7aba59a10881c648b.asciidoc
@@ -0,0 +1,19 @@
+// mapping/types/semantic-text.asciidoc:22
+
+[source, python]
+----
+resp = client.indices.create(
+    index="my-index-000001",
+    body={
+        "mappings": {
+            "properties": {
+                "inference_field": {
+                    "type": "semantic_text",
+                    "inference_id": "my-elser-endpoint",
+                }
+            }
+        }
+    },
+)
+print(resp)
+----
\ No newline at end of file
diff --git a/docs/examples/1e0f203aced9344382081ab095c44dde.asciidoc b/docs/examples/1e0f203aced9344382081ab095c44dde.asciidoc
index 324ddb67f2..2e158c5bb6 100644
--- a/docs/examples/1e0f203aced9344382081ab095c44dde.asciidoc
+++ b/docs/examples/1e0f203aced9344382081ab095c44dde.asciidoc
@@ -1,4 +1,4 @@
-// mapping/types/text.asciidoc:230
+// mapping/types/text.asciidoc:233
 
 [source, python]
 ----
diff --git a/docs/examples/1fcc4a3280be399753dcfd5c489ff682.asciidoc b/docs/examples/1fcc4a3280be399753dcfd5c489ff682.asciidoc
new file mode 100644
index 0000000000..395e53f287
--- /dev/null
+++ b/docs/examples/1fcc4a3280be399753dcfd5c489ff682.asciidoc
@@ -0,0 +1,27 @@
+// mapping/types/range.asciidoc:316
+
+[source, python]
+----
+resp = client.indices.create(
+    index="idx",
+    body={
+        "mappings": {
+            "_source": {"mode": "synthetic"},
+            "properties": {"my_range": {"type": "ip_range"}},
+        }
+    },
+)
+print(resp)
+
+resp = client.index(
+    index="idx",
+    id="1",
+    body={
+        "my_range": [
+            "10.0.0.0/24",
+            {"gte": "10.0.0.0", "lte": "10.0.0.255"},
+        ]
+    },
+)
+print(resp)
+----
\ No newline at end of file
diff --git a/docs/examples/2646710ece0c4c843aebeacd370d0396.asciidoc b/docs/examples/2646710ece0c4c843aebeacd370d0396.asciidoc
index 9c85877128..b6abe3c8de 100644
--- a/docs/examples/2646710ece0c4c843aebeacd370d0396.asciidoc
+++ b/docs/examples/2646710ece0c4c843aebeacd370d0396.asciidoc
@@ -1,4 +1,4 @@
-// mapping/types/dense-vector.asciidoc:126
+// mapping/types/dense-vector.asciidoc:137
 
 [source, python]
 ----
diff --git a/docs/examples/2826510e4aeb1c0d8dc43d317ed7624a.asciidoc b/docs/examples/2826510e4aeb1c0d8dc43d317ed7624a.asciidoc
index 35301e8eb9..4ae1f8e46f 100644
--- a/docs/examples/2826510e4aeb1c0d8dc43d317ed7624a.asciidoc
+++ b/docs/examples/2826510e4aeb1c0d8dc43d317ed7624a.asciidoc
@@ -1,4 +1,4 @@
-// mapping/types/boolean.asciidoc:242
+// mapping/types/boolean.asciidoc:249
 
 [source, python]
 ----
diff --git a/docs/examples/2932e6f71e247cf52e11d2f38f114ddf.asciidoc b/docs/examples/2932e6f71e247cf52e11d2f38f114ddf.asciidoc
index d8a8040edc..edd4ab6f77 100644
--- a/docs/examples/2932e6f71e247cf52e11d2f38f114ddf.asciidoc
+++ b/docs/examples/2932e6f71e247cf52e11d2f38f114ddf.asciidoc
@@ -4,7 +4,7 @@
 ----
 resp = client.reindex(
     slices="5",
-    refresh=True,
+    refresh="true",
     body={
         "source": {"index": "my-index-000001"},
         "dest": {"index": "my-new-index-000001"},
diff --git a/docs/examples/2c090fe7ec7b66b3f5c178d71c46323b.asciidoc b/docs/examples/2c090fe7ec7b66b3f5c178d71c46323b.asciidoc
index 0be08a366c..8b0a41cfed 100644
--- a/docs/examples/2c090fe7ec7b66b3f5c178d71c46323b.asciidoc
+++ b/docs/examples/2c090fe7ec7b66b3f5c178d71c46323b.asciidoc
@@ -4,7 +4,7 @@
 ----
 resp = client.indices.stats(
     metric="fielddata",
-    human=True,
+    human="true",
     fields="my_join_field",
 )
 print(resp)
@@ -12,7 +12,7 @@ print(resp)
 resp = client.nodes.stats(
     metric="indices",
     index_metric="fielddata",
-    human=True,
+    human="true",
     fields="my_join_field",
 )
 print(resp)
diff --git a/docs/examples/2fe28d9a91b3081a9ec4601af8fb7b1c.asciidoc b/docs/examples/2fe28d9a91b3081a9ec4601af8fb7b1c.asciidoc
index 90b8c898ee..07637df5aa 100644
--- a/docs/examples/2fe28d9a91b3081a9ec4601af8fb7b1c.asciidoc
+++ b/docs/examples/2fe28d9a91b3081a9ec4601af8fb7b1c.asciidoc
@@ -15,14 +15,14 @@ print(resp)
 
 resp = client.index(
     index="test",
-    refresh=True,
+    refresh="true",
     body={"text": "words words", "flag": "bar"},
 )
 print(resp)
 
 resp = client.index(
     index="test",
-    refresh=True,
+    refresh="true",
     body={"text": "words words", "flag": "foo"},
 )
 print(resp)
diff --git a/docs/examples/3541d4a85e27b2c3896a7a7ee98b4b37.asciidoc b/docs/examples/3541d4a85e27b2c3896a7a7ee98b4b37.asciidoc
index 2c5244e74d..5155169459 100644
--- a/docs/examples/3541d4a85e27b2c3896a7a7ee98b4b37.asciidoc
+++ b/docs/examples/3541d4a85e27b2c3896a7a7ee98b4b37.asciidoc
@@ -1,4 +1,4 @@
-// health/health.asciidoc:478
+// health/health.asciidoc:481
 
 [source, python]
 ----
diff --git a/docs/examples/36063ff9a318dba7bb0be3a230655dc8.asciidoc b/docs/examples/36063ff9a318dba7bb0be3a230655dc8.asciidoc
index a6e093c17e..1c88919521 100644
--- a/docs/examples/36063ff9a318dba7bb0be3a230655dc8.asciidoc
+++ b/docs/examples/36063ff9a318dba7bb0be3a230655dc8.asciidoc
@@ -1,4 +1,4 @@
-// mapping/types/numeric.asciidoc:247
+// mapping/types/numeric.asciidoc:259
 
 [source, python]
 ----
diff --git a/docs/examples/36b86b97feedcf5632824eefc251d6ed.asciidoc b/docs/examples/36b86b97feedcf5632824eefc251d6ed.asciidoc
deleted file mode 100644
index 10baf038a8..0000000000
--- a/docs/examples/36b86b97feedcf5632824eefc251d6ed.asciidoc
+++ /dev/null
@@ -1,10 +0,0 @@
-// getting-started.asciidoc:245
-
-[source, python]
-----
-resp = client.search(
-    index="books",
-    body={"query": {"match": {"name": "brave"}}},
-)
-print(resp)
-----
\ No newline at end of file
diff --git a/docs/examples/36d229f734adcdab00be266a7ce038b1.asciidoc b/docs/examples/36d229f734adcdab00be266a7ce038b1.asciidoc
new file mode 100644
index 0000000000..2f6634de09
--- /dev/null
+++ b/docs/examples/36d229f734adcdab00be266a7ce038b1.asciidoc
@@ -0,0 +1,20 @@
+// mapping/types/dense-vector.asciidoc:375
+
+[source, python]
+----
+resp = client.indices.create(
+    index="my-bit-vectors",
+    body={
+        "mappings": {
+            "properties": {
+                "my_vector": {
+                    "type": "dense_vector",
+                    "dims": 40,
+                    "element_type": "bit",
+                }
+            }
+        }
+    },
+)
+print(resp)
+----
\ No newline at end of file
diff --git a/docs/examples/36da9668fef56910370f16bfb772cc40.asciidoc b/docs/examples/36da9668fef56910370f16bfb772cc40.asciidoc
index 5a50aa144e..9ab22b1ad2 100644
--- a/docs/examples/36da9668fef56910370f16bfb772cc40.asciidoc
+++ b/docs/examples/36da9668fef56910370f16bfb772cc40.asciidoc
@@ -4,7 +4,7 @@
 ----
 resp = client.indices.stats(
     metric="request_cache",
-    human=True,
+    human="true",
 )
 print(resp)
 ----
\ No newline at end of file
diff --git a/docs/examples/38ba93890494bfa7beece58dffa44f98.asciidoc b/docs/examples/38ba93890494bfa7beece58dffa44f98.asciidoc
new file mode 100644
index 0000000000..730df1577a
--- /dev/null
+++ b/docs/examples/38ba93890494bfa7beece58dffa44f98.asciidoc
@@ -0,0 +1,18 @@
+// mapping/types/semantic-text.asciidoc:177
+
+[source, python]
+----
+resp = client.bulk(
+    index="test-index",
+    body=[
+        {"update": {"_id": "1"}},
+        {
+            "doc": {
+                "infer_field": "updated inference field",
+                "source_field": "updated source field",
+            }
+        },
+    ],
+)
+print(resp)
+----
\ No newline at end of file
diff --git a/docs/examples/39ce44333d28ed2b833722d3e3cb06f3.asciidoc b/docs/examples/39ce44333d28ed2b833722d3e3cb06f3.asciidoc
index bbf38f83f9..4237f68ad4 100644
--- a/docs/examples/39ce44333d28ed2b833722d3e3cb06f3.asciidoc
+++ b/docs/examples/39ce44333d28ed2b833722d3e3cb06f3.asciidoc
@@ -3,7 +3,7 @@
 [source, python]
 ----
 resp = client.search(
-    include_named_queries_score=True,
+    include_named_queries_score="true",
     body={
         "query": {
             "bool": {
diff --git a/docs/examples/3eb4cdd4a799a117ac1ff5f02b18a512.asciidoc b/docs/examples/3eb4cdd4a799a117ac1ff5f02b18a512.asciidoc
index 8bc895c9bf..40e57524ba 100644
--- a/docs/examples/3eb4cdd4a799a117ac1ff5f02b18a512.asciidoc
+++ b/docs/examples/3eb4cdd4a799a117ac1ff5f02b18a512.asciidoc
@@ -23,7 +23,7 @@ print(resp)
 resp = client.index(
     index="queries",
     id="1",
-    refresh=True,
+    refresh="true",
     body={"query": {"match": {"body": "quick brown fox"}}},
 )
 print(resp)
diff --git a/docs/examples/3f3b3e207f79303ce6f86e03e928e062.asciidoc b/docs/examples/3f3b3e207f79303ce6f86e03e928e062.asciidoc
deleted file mode 100644
index 69492fcee5..0000000000
--- a/docs/examples/3f3b3e207f79303ce6f86e03e928e062.asciidoc
+++ /dev/null
@@ -1,10 +0,0 @@
-// setup/run-elasticsearch-locally.asciidoc:125
-
-[source, python]
-----
-resp = client.get(
-    index="customer",
-    id="1",
-)
-print(resp)
-----
\ No newline at end of file
diff --git a/docs/examples/4955bae30f265b9e436f82b015de6d7e.asciidoc b/docs/examples/4955bae30f265b9e436f82b015de6d7e.asciidoc
index 0cac37e1bf..47b3d1541c 100644
--- a/docs/examples/4955bae30f265b9e436f82b015de6d7e.asciidoc
+++ b/docs/examples/4955bae30f265b9e436f82b015de6d7e.asciidoc
@@ -4,7 +4,7 @@
 ----
 resp = client.search(
     index="my-index-000001",
-    pretty=True,
+    pretty="true",
     body={
         "query": {
             "terms": {
diff --git a/docs/examples/4982c547be1ad9455ae836990aea92c5.asciidoc b/docs/examples/4982c547be1ad9455ae836990aea92c5.asciidoc
new file mode 100644
index 0000000000..752928e3e1
--- /dev/null
+++ b/docs/examples/4982c547be1ad9455ae836990aea92c5.asciidoc
@@ -0,0 +1,17 @@
+// ml/trained-models/apis/start-trained-model-deployment.asciidoc:222
+
+[source, python]
+----
+resp = client.ml.start_trained_model_deployment(
+    model_id="my_model",
+    deployment_id="my_model_for_search",
+    body={
+        "adaptive_allocations": {
+            "enabled": True,
+            "min_number_of_allocations": 3,
+            "max_number_of_allocations": 10,
+        }
+    },
+)
+print(resp)
+----
\ No newline at end of file
diff --git a/docs/examples/4bef98a2dac575a50ee0783c2269f1db.asciidoc b/docs/examples/4bef98a2dac575a50ee0783c2269f1db.asciidoc
new file mode 100644
index 0000000000..b29d99465a
--- /dev/null
+++ b/docs/examples/4bef98a2dac575a50ee0783c2269f1db.asciidoc
@@ -0,0 +1,20 @@
+// mapping/types/dense-vector.asciidoc:469
+
+[source, python]
+----
+resp = client.indices.create(
+    index="my-index-000001",
+    body={
+        "mappings": {
+            "properties": {
+                "text_embedding": {
+                    "type": "dense_vector",
+                    "dims": 384,
+                    "index_options": {"type": "flat"},
+                }
+            }
+        }
+    },
+)
+print(resp)
+----
\ No newline at end of file
diff --git a/docs/examples/4c95d54b32df4dc49e9762b6c1ae2c05.asciidoc b/docs/examples/4c95d54b32df4dc49e9762b6c1ae2c05.asciidoc
index 120629a54b..92f7e5d520 100644
--- a/docs/examples/4c95d54b32df4dc49e9762b6c1ae2c05.asciidoc
+++ b/docs/examples/4c95d54b32df4dc49e9762b6c1ae2c05.asciidoc
@@ -1,4 +1,4 @@
-// mapping/types/text.asciidoc:353
+// mapping/types/text.asciidoc:356
 
 [source, python]
 ----
diff --git a/docs/examples/4ca15672fc5ab1d80a127d086b6d2837.asciidoc b/docs/examples/4ca15672fc5ab1d80a127d086b6d2837.asciidoc
index 4f9dcb5a91..f2197e7901 100644
--- a/docs/examples/4ca15672fc5ab1d80a127d086b6d2837.asciidoc
+++ b/docs/examples/4ca15672fc5ab1d80a127d086b6d2837.asciidoc
@@ -1,4 +1,4 @@
-// cluster/allocation-explain.asciidoc:342
+// cluster/allocation-explain.asciidoc:344
 
 [source, python]
 ----
diff --git a/docs/examples/4e3414fc712b16311f9e433dd366f49d.asciidoc b/docs/examples/4e3414fc712b16311f9e433dd366f49d.asciidoc
index eebe7e7091..3954dfeb50 100644
--- a/docs/examples/4e3414fc712b16311f9e433dd366f49d.asciidoc
+++ b/docs/examples/4e3414fc712b16311f9e433dd366f49d.asciidoc
@@ -1,8 +1,8 @@
-// inference/delete-inference.asciidoc:55
+// inference/delete-inference.asciidoc:70
 
 [source, python]
 ----
-resp = client.inference.delete_model(
+resp = client.inference.delete(
     task_type="sparse_embedding",
     inference_id="my-elser-model",
 )
diff --git a/docs/examples/51390ca10aa22d7104e8970f09ea4512.asciidoc b/docs/examples/51390ca10aa22d7104e8970f09ea4512.asciidoc
new file mode 100644
index 0000000000..eee2970dd6
--- /dev/null
+++ b/docs/examples/51390ca10aa22d7104e8970f09ea4512.asciidoc
@@ -0,0 +1,24 @@
+// mapping/types/binary.asciidoc:68
+
+[source, python]
+----
+resp = client.indices.create(
+    index="idx",
+    body={
+        "mappings": {
+            "_source": {"mode": "synthetic"},
+            "properties": {
+                "binary": {"type": "binary", "doc_values": True}
+            },
+        }
+    },
+)
+print(resp)
+
+resp = client.index(
+    index="idx",
+    id="1",
+    body={"binary": ["IAA=", "EAA="]},
+)
+print(resp)
+----
\ No newline at end of file
diff --git a/docs/examples/51b40610ae05730b4c6afd25647d7ae0.asciidoc b/docs/examples/51b40610ae05730b4c6afd25647d7ae0.asciidoc
index f5af5e5266..795f65b00a 100644
--- a/docs/examples/51b40610ae05730b4c6afd25647d7ae0.asciidoc
+++ b/docs/examples/51b40610ae05730b4c6afd25647d7ae0.asciidoc
@@ -5,7 +5,7 @@
 resp = client.index(
     index="my-index-000001",
     id="1",
-    refresh=True,
+    refresh="true",
     body={"date": "2015-10-01T05:30:00Z"},
 )
 print(resp)
@@ -13,7 +13,7 @@ print(resp)
 resp = client.index(
     index="my-index-000001",
     id="2",
-    refresh=True,
+    refresh="true",
     body={"date": "2015-10-01T06:30:00Z"},
 )
 print(resp)
diff --git a/docs/examples/5553cf7a02c22f616cd994747f2dd5a5.asciidoc b/docs/examples/5553cf7a02c22f616cd994747f2dd5a5.asciidoc
index 274b798040..d03933cb38 100644
--- a/docs/examples/5553cf7a02c22f616cd994747f2dd5a5.asciidoc
+++ b/docs/examples/5553cf7a02c22f616cd994747f2dd5a5.asciidoc
@@ -1,4 +1,4 @@
-// mapping/types/nested.asciidoc:58
+// mapping/types/nested.asciidoc:60
 
 [source, python]
 ----
diff --git a/docs/examples/5837d5f50665ac0a26181d3aaeb3f204.asciidoc b/docs/examples/5837d5f50665ac0a26181d3aaeb3f204.asciidoc
index 55b2e0e72d..51fe0d3bf8 100644
--- a/docs/examples/5837d5f50665ac0a26181d3aaeb3f204.asciidoc
+++ b/docs/examples/5837d5f50665ac0a26181d3aaeb3f204.asciidoc
@@ -1,4 +1,4 @@
-// ml/trained-models/apis/start-trained-model-deployment.asciidoc:181
+// ml/trained-models/apis/start-trained-model-deployment.asciidoc:208
 
 [source, python]
 ----
diff --git a/docs/examples/59d736a4d064ed2013c7ead8e32e0998.asciidoc b/docs/examples/59d736a4d064ed2013c7ead8e32e0998.asciidoc
deleted file mode 100644
index 25a961d965..0000000000
--- a/docs/examples/59d736a4d064ed2013c7ead8e32e0998.asciidoc
+++ /dev/null
@@ -1,17 +0,0 @@
-// inference/put-inference.asciidoc:529
-
-[source, python]
-----
-resp = client.inference.put_model(
-    task_type="completion",
-    inference_id="openai-completion",
-    body={
-        "service": "openai",
-        "service_settings": {
-            "api_key": "<api_key>",
-            "model_id": "gpt-3.5-turbo",
-        },
-    },
-)
-print(resp)
-----
\ No newline at end of file
diff --git a/docs/examples/5b8119b4d9a09f4643be5a5b40875c8f.asciidoc b/docs/examples/5b8119b4d9a09f4643be5a5b40875c8f.asciidoc
index b5987aba51..ad2d49e9f2 100644
--- a/docs/examples/5b8119b4d9a09f4643be5a5b40875c8f.asciidoc
+++ b/docs/examples/5b8119b4d9a09f4643be5a5b40875c8f.asciidoc
@@ -5,7 +5,7 @@
 resp = client.index(
     index="my-index-000001",
     id="1",
-    refresh=True,
+    refresh="true",
     body={"is_published": True},
 )
 print(resp)
@@ -13,7 +13,7 @@ print(resp)
 resp = client.index(
     index="my-index-000001",
     id="2",
-    refresh=True,
+    refresh="true",
     body={"is_published": False},
 )
 print(resp)
diff --git a/docs/examples/5db5349162a4fbe74bffb646926a2495.asciidoc b/docs/examples/5db5349162a4fbe74bffb646926a2495.asciidoc
new file mode 100644
index 0000000000..b1dc760300
--- /dev/null
+++ b/docs/examples/5db5349162a4fbe74bffb646926a2495.asciidoc
@@ -0,0 +1,22 @@
+// mapping/types/range.asciidoc:357
+
+[source, python]
+----
+resp = client.indices.create(
+    index="idx",
+    body={
+        "mappings": {
+            "_source": {"mode": "synthetic"},
+            "properties": {"my_range": {"type": "long_range"}},
+        }
+    },
+)
+print(resp)
+
+resp = client.index(
+    index="idx",
+    id="1",
+    body={"my_range": {"gt": 200, "lt": 300}},
+)
+print(resp)
+----
\ No newline at end of file
diff --git a/docs/examples/c725c72ead2dae0205a5a34a50d7ad83.asciidoc b/docs/examples/62c311e7ab4de8b79e532929a5069975.asciidoc
similarity index 90%
rename from docs/examples/c725c72ead2dae0205a5a34a50d7ad83.asciidoc
rename to docs/examples/62c311e7ab4de8b79e532929a5069975.asciidoc
index 12dbc9f99c..f8e5c21b87 100644
--- a/docs/examples/c725c72ead2dae0205a5a34a50d7ad83.asciidoc
+++ b/docs/examples/62c311e7ab4de8b79e532929a5069975.asciidoc
@@ -49,4 +49,10 @@ resp = client.search(
     body={"query": {"rank_feature": {"field": "negative_reviews.1star"}}},
 )
 print(resp)
+
+resp = client.search(
+    index="my-index-000001",
+    body={"query": {"term": {"topics": "economics"}}},
+)
+print(resp)
 ----
\ No newline at end of file
diff --git a/docs/examples/633c8a9fc57268979d8735c557705809.asciidoc b/docs/examples/633c8a9fc57268979d8735c557705809.asciidoc
index b81eb1701d..dad9608173 100644
--- a/docs/examples/633c8a9fc57268979d8735c557705809.asciidoc
+++ b/docs/examples/633c8a9fc57268979d8735c557705809.asciidoc
@@ -1,4 +1,4 @@
-// mapping/types/keyword.asciidoc:220
+// mapping/types/keyword.asciidoc:219
 
 [source, python]
 ----
diff --git a/docs/examples/63d1c07d22a3ca3b0ec6d950547c011c.asciidoc b/docs/examples/63d1c07d22a3ca3b0ec6d950547c011c.asciidoc
index 3112eff31c..22e894a4c5 100644
--- a/docs/examples/63d1c07d22a3ca3b0ec6d950547c011c.asciidoc
+++ b/docs/examples/63d1c07d22a3ca3b0ec6d950547c011c.asciidoc
@@ -1,4 +1,4 @@
-// mapping/types/keyword.asciidoc:190
+// mapping/types/keyword.asciidoc:189
 
 [source, python]
 ----
diff --git a/docs/examples/63ecdab34940af053acc409164914c32.asciidoc b/docs/examples/63ecdab34940af053acc409164914c32.asciidoc
new file mode 100644
index 0000000000..a6755148ec
--- /dev/null
+++ b/docs/examples/63ecdab34940af053acc409164914c32.asciidoc
@@ -0,0 +1,67 @@
+// mapping/types/sparse-vector.asciidoc:46
+
+[source, python]
+----
+resp = client.indices.create(
+    index="my-index-000001",
+    body={
+        "mappings": {
+            "properties": {
+                "text": {"type": "text", "analyzer": "standard"},
+                "impact": {"type": "sparse_vector"},
+                "positive": {"type": "sparse_vector"},
+                "negative": {"type": "sparse_vector"},
+            }
+        }
+    },
+)
+print(resp)
+
+resp = client.index(
+    index="my-index-000001",
+    body={
+        "text": "I had some terribly delicious carrots.",
+        "impact": [
+            {
+                "I": 0.55,
+                "had": 0.4,
+                "some": 0.28,
+                "terribly": 0.01,
+                "delicious": 1.2,
+                "carrots": 0.8,
+            },
+            {
+                "I": 0.54,
+                "had": 0.4,
+                "some": 0.28,
+                "terribly": 2.01,
+                "delicious": 0.02,
+                "carrots": 0.4,
+            },
+        ],
+        "positive": {
+            "I": 0.55,
+            "had": 0.4,
+            "some": 0.28,
+            "terribly": 0.01,
+            "delicious": 1.2,
+            "carrots": 0.8,
+        },
+        "negative": {
+            "I": 0.54,
+            "had": 0.4,
+            "some": 0.28,
+            "terribly": 2.01,
+            "delicious": 0.02,
+            "carrots": 0.4,
+        },
+    },
+)
+print(resp)
+
+resp = client.search(
+    index="my-index-000001",
+    body={"query": {"term": {"impact": {"value": "delicious"}}}},
+)
+print(resp)
+----
\ No newline at end of file
diff --git a/docs/examples/6cd083045bf06e80b83889a939a18451.asciidoc b/docs/examples/6cd083045bf06e80b83889a939a18451.asciidoc
index a685eae370..ef268ceea5 100644
--- a/docs/examples/6cd083045bf06e80b83889a939a18451.asciidoc
+++ b/docs/examples/6cd083045bf06e80b83889a939a18451.asciidoc
@@ -1,4 +1,4 @@
-// mapping/types/nested.asciidoc:85
+// mapping/types/nested.asciidoc:87
 
 [source, python]
 ----
diff --git a/docs/examples/7011fcdd231804f9c3894154ae2c3fbc.asciidoc b/docs/examples/7011fcdd231804f9c3894154ae2c3fbc.asciidoc
index b80035dba9..b7a4f17ab3 100644
--- a/docs/examples/7011fcdd231804f9c3894154ae2c3fbc.asciidoc
+++ b/docs/examples/7011fcdd231804f9c3894154ae2c3fbc.asciidoc
@@ -1,4 +1,4 @@
-// mapping/types/sparse-vector.asciidoc:13
+// mapping/types/sparse-vector.asciidoc:14
 
 [source, python]
 ----
diff --git a/docs/examples/70cc66bf4054ebf0ad4955cb99d9ab80.asciidoc b/docs/examples/70cc66bf4054ebf0ad4955cb99d9ab80.asciidoc
index 59c20f5d16..558393ac84 100644
--- a/docs/examples/70cc66bf4054ebf0ad4955cb99d9ab80.asciidoc
+++ b/docs/examples/70cc66bf4054ebf0ad4955cb99d9ab80.asciidoc
@@ -1,4 +1,4 @@
-// ml/trained-models/apis/update-trained-model-deployment.asciidoc:55
+// ml/trained-models/apis/update-trained-model-deployment.asciidoc:74
 
 [source, python]
 ----
diff --git a/docs/examples/73be1f93d789264e5b972ddb5991bc66.asciidoc b/docs/examples/73be1f93d789264e5b972ddb5991bc66.asciidoc
index 23c119b2a7..a40392283d 100644
--- a/docs/examples/73be1f93d789264e5b972ddb5991bc66.asciidoc
+++ b/docs/examples/73be1f93d789264e5b972ddb5991bc66.asciidoc
@@ -1,4 +1,4 @@
-// setup/logging-config.asciidoc:158
+// setup/logging-config.asciidoc:180
 
 [source, python]
 ----
diff --git a/docs/examples/7429b16221fe741fd31b0584786dd0b0.asciidoc b/docs/examples/7429b16221fe741fd31b0584786dd0b0.asciidoc
new file mode 100644
index 0000000000..c16f2f1e5c
--- /dev/null
+++ b/docs/examples/7429b16221fe741fd31b0584786dd0b0.asciidoc
@@ -0,0 +1,14 @@
+// inference/post-inference.asciidoc:248
+
+[source, python]
+----
+resp = client.inference.inference(
+    task_type="text_embedding",
+    inference_id="my-cohere-endpoint",
+    body={
+        "input": "The sky above the port was the color of television tuned to a dead channel.",
+        "task_settings": {"input_type": "ingest"},
+    },
+)
+print(resp)
+----
\ No newline at end of file
diff --git a/docs/examples/746e0a1cb5984f2672963b363505c7b3.asciidoc b/docs/examples/746e0a1cb5984f2672963b363505c7b3.asciidoc
index 16440a95bd..c848996db2 100644
--- a/docs/examples/746e0a1cb5984f2672963b363505c7b3.asciidoc
+++ b/docs/examples/746e0a1cb5984f2672963b363505c7b3.asciidoc
@@ -20,7 +20,7 @@ print(resp)
 resp = client.index(
     index="my-index-000001",
     id="example",
-    refresh=True,
+    refresh="true",
     body={"date": 1618321898},
 )
 print(resp)
diff --git a/docs/examples/75e229852d1404040bb2e83723c0f1db.asciidoc b/docs/examples/75e229852d1404040bb2e83723c0f1db.asciidoc
deleted file mode 100644
index 1aa05f2416..0000000000
--- a/docs/examples/75e229852d1404040bb2e83723c0f1db.asciidoc
+++ /dev/null
@@ -1,10 +0,0 @@
-// setup/run-elasticsearch-locally.asciidoc:156
-
-[source, python]
-----
-resp = client.search(
-    index="customer",
-    body={"query": {"match": {"firstname": "Jennifer"}}},
-)
-print(resp)
-----
\ No newline at end of file
diff --git a/docs/examples/7709a48020a6cefbbe547fb944541cdb.asciidoc b/docs/examples/7709a48020a6cefbbe547fb944541cdb.asciidoc
new file mode 100644
index 0000000000..3e69ce0863
--- /dev/null
+++ b/docs/examples/7709a48020a6cefbbe547fb944541cdb.asciidoc
@@ -0,0 +1,16 @@
+// mapping/types/dense-vector.asciidoc:392
+
+[source, python]
+----
+resp = client.bulk(
+    index="my-bit-vectors",
+    refresh="true",
+    body=[
+        {"index": {"_id": "1"}},
+        {"my_vector": [127, -127, 0, 1, 42]},
+        {"index": {"_id": "2"}},
+        {"my_vector": "8100012a7f"},
+    ],
+)
+print(resp)
+----
\ No newline at end of file
diff --git a/docs/examples/77113c65e1755313183a8969233a5a07.asciidoc b/docs/examples/77113c65e1755313183a8969233a5a07.asciidoc
index e7be6a1239..846821791f 100644
--- a/docs/examples/77113c65e1755313183a8969233a5a07.asciidoc
+++ b/docs/examples/77113c65e1755313183a8969233a5a07.asciidoc
@@ -1,4 +1,4 @@
-// mapping/types/keyword.asciidoc:250
+// mapping/types/keyword.asciidoc:249
 
 [source, python]
 ----
diff --git a/docs/examples/77b90f6787195767b6da60d8532714b4.asciidoc b/docs/examples/77b90f6787195767b6da60d8532714b4.asciidoc
deleted file mode 100644
index 4393f94585..0000000000
--- a/docs/examples/77b90f6787195767b6da60d8532714b4.asciidoc
+++ /dev/null
@@ -1,19 +0,0 @@
-// inference/put-inference.asciidoc:552
-
-[source, python]
-----
-resp = client.inference.put_model(
-    task_type="text_embedding",
-    inference_id="azure_openai_embeddings",
-    body={
-        "service": "azureopenai",
-        "service_settings": {
-            "api_key": "<api_key>",
-            "resource_name": "<resource_name>",
-            "deployment_id": "<deployment_id>",
-            "api_version": "2024-02-01",
-        },
-    },
-)
-print(resp)
-----
\ No newline at end of file
diff --git a/docs/examples/77d0780c5faea4c9ec51a322a6811b3b.asciidoc b/docs/examples/77d0780c5faea4c9ec51a322a6811b3b.asciidoc
index 3bbb89e7e1..02b0668809 100644
--- a/docs/examples/77d0780c5faea4c9ec51a322a6811b3b.asciidoc
+++ b/docs/examples/77d0780c5faea4c9ec51a322a6811b3b.asciidoc
@@ -4,7 +4,7 @@
 ----
 resp = client.bulk(
     index="my-index-000001",
-    refresh=True,
+    refresh="true",
     body=[
         {"index": {}},
         {
diff --git a/docs/examples/794d9a321b944347d2a8834a07b5eb22.asciidoc b/docs/examples/794d9a321b944347d2a8834a07b5eb22.asciidoc
new file mode 100644
index 0000000000..34f7b8233e
--- /dev/null
+++ b/docs/examples/794d9a321b944347d2a8834a07b5eb22.asciidoc
@@ -0,0 +1,22 @@
+// mapping/types/range.asciidoc:394
+
+[source, python]
+----
+resp = client.indices.create(
+    index="idx",
+    body={
+        "mappings": {
+            "_source": {"mode": "synthetic"},
+            "properties": {"my_range": {"type": "integer_range"}},
+        }
+    },
+)
+print(resp)
+
+resp = client.index(
+    index="idx",
+    id="1",
+    body={"my_range": {"lte": 2147483647}},
+)
+print(resp)
+----
\ No newline at end of file
diff --git a/docs/examples/7a0eb2222fe282d3aab66e12feff2a3b.asciidoc b/docs/examples/7a0eb2222fe282d3aab66e12feff2a3b.asciidoc
index ee3d7efb27..0200c695a0 100644
--- a/docs/examples/7a0eb2222fe282d3aab66e12feff2a3b.asciidoc
+++ b/docs/examples/7a0eb2222fe282d3aab66e12feff2a3b.asciidoc
@@ -4,7 +4,7 @@
 ----
 resp = client.index(
     index="ip_location",
-    refresh=True,
+    refresh="true",
     body={"ip": "192.168.1.1", "country": "Canada", "city": "Montreal"},
 )
 print(resp)
@@ -12,7 +12,7 @@ print(resp)
 resp = client.index(
     index="logs",
     id="1",
-    refresh=True,
+    refresh="true",
     body={"host": "192.168.1.1", "message": "the first message"},
 )
 print(resp)
@@ -20,7 +20,7 @@ print(resp)
 resp = client.index(
     index="logs",
     id="2",
-    refresh=True,
+    refresh="true",
     body={"host": "192.168.1.2", "message": "the second message"},
 )
 print(resp)
diff --git a/docs/examples/7a2b9a7b2b6553a48bd4db60a939c0fc.asciidoc b/docs/examples/7a2b9a7b2b6553a48bd4db60a939c0fc.asciidoc
index ad131f0e29..641a6547dc 100644
--- a/docs/examples/7a2b9a7b2b6553a48bd4db60a939c0fc.asciidoc
+++ b/docs/examples/7a2b9a7b2b6553a48bd4db60a939c0fc.asciidoc
@@ -5,7 +5,7 @@
 resp = client.index(
     index="test_index",
     id="1",
-    refresh=True,
+    refresh="true",
     body={
         "query": {
             "match": {
diff --git a/docs/examples/7c24d4bef3f2045407fbf1b95c5416f9.asciidoc b/docs/examples/7c24d4bef3f2045407fbf1b95c5416f9.asciidoc
index c81cdbf3f1..4d988bd511 100644
--- a/docs/examples/7c24d4bef3f2045407fbf1b95c5416f9.asciidoc
+++ b/docs/examples/7c24d4bef3f2045407fbf1b95c5416f9.asciidoc
@@ -22,7 +22,7 @@ print(resp)
 resp = client.index(
     index="range_index",
     id="1",
-    refresh=True,
+    refresh="true",
     body={
         "expected_attendees": {"gte": 10, "lt": 20},
         "time_frame": {"gte": "2015-10-31 12:00:00", "lte": "2015-11-01"},
diff --git a/docs/examples/7fef68840761c6982c14ad7af96caf37.asciidoc b/docs/examples/7fef68840761c6982c14ad7af96caf37.asciidoc
index d0ebccfa83..e060c62345 100644
--- a/docs/examples/7fef68840761c6982c14ad7af96caf37.asciidoc
+++ b/docs/examples/7fef68840761c6982c14ad7af96caf37.asciidoc
@@ -1,4 +1,4 @@
-// mapping/types/nested.asciidoc:22
+// mapping/types/nested.asciidoc:24
 
 [source, python]
 ----
diff --git a/docs/examples/8575c966b004fb124c7afd6bb5827b50.asciidoc b/docs/examples/8575c966b004fb124c7afd6bb5827b50.asciidoc
deleted file mode 100644
index cd3172de0f..0000000000
--- a/docs/examples/8575c966b004fb124c7afd6bb5827b50.asciidoc
+++ /dev/null
@@ -1,15 +0,0 @@
-// getting-started.asciidoc:65
-
-[source, python]
-----
-resp = client.index(
-    index="books",
-    body={
-        "name": "Snow Crash",
-        "author": "Neal Stephenson",
-        "release_date": "1992-06-01",
-        "page_count": 470,
-    },
-)
-print(resp)
-----
\ No newline at end of file
diff --git a/docs/examples/858fde15fb0a0340873b123043f8c3b4.asciidoc b/docs/examples/858fde15fb0a0340873b123043f8c3b4.asciidoc
index d8c3420af9..54f69a2bb5 100644
--- a/docs/examples/858fde15fb0a0340873b123043f8c3b4.asciidoc
+++ b/docs/examples/858fde15fb0a0340873b123043f8c3b4.asciidoc
@@ -1,4 +1,4 @@
-// mapping/types/histogram.asciidoc:119
+// mapping/types/histogram.asciidoc:118
 
 [source, python]
 ----
diff --git a/docs/examples/8593715fcc70315a0816b435551258e0.asciidoc b/docs/examples/8593715fcc70315a0816b435551258e0.asciidoc
new file mode 100644
index 0000000000..a2be0fc4e4
--- /dev/null
+++ b/docs/examples/8593715fcc70315a0816b435551258e0.asciidoc
@@ -0,0 +1,20 @@
+// mapping/types/semantic-text.asciidoc:155
+
+[source, python]
+----
+resp = client.indices.create(
+    index="test-index",
+    body={
+        "mappings": {
+            "properties": {
+                "infer_field": {
+                    "type": "semantic_text",
+                    "inference_id": "my-elser-endpoint",
+                },
+                "source_field": {"type": "text", "copy_to": "infer_field"},
+            }
+        }
+    },
+)
+print(resp)
+----
\ No newline at end of file
diff --git a/docs/examples/8619bd17bbfe33490b1f277007f654db.asciidoc b/docs/examples/8619bd17bbfe33490b1f277007f654db.asciidoc
deleted file mode 100644
index 32ff8da77d..0000000000
--- a/docs/examples/8619bd17bbfe33490b1f277007f654db.asciidoc
+++ /dev/null
@@ -1,18 +0,0 @@
-// inference/put-inference.asciidoc:353
-
-[source, python]
-----
-resp = client.inference.put_model(
-    task_type="rerank",
-    inference_id="cohere-rerank",
-    body={
-        "service": "cohere",
-        "service_settings": {
-            "api_key": "<API-KEY>",
-            "model_id": "rerank-english-v3.0",
-        },
-        "task_settings": {"top_n": 10, "return_documents": True},
-    },
-)
-print(resp)
-----
\ No newline at end of file
diff --git a/docs/examples/873fbbc6ab81409058591385fd602736.asciidoc b/docs/examples/873fbbc6ab81409058591385fd602736.asciidoc
index e947a75d2e..564654719a 100644
--- a/docs/examples/873fbbc6ab81409058591385fd602736.asciidoc
+++ b/docs/examples/873fbbc6ab81409058591385fd602736.asciidoc
@@ -20,7 +20,7 @@ print(resp)
 resp = client.index(
     index="drivers",
     id="2",
-    refresh=True,
+    refresh="true",
     body={
         "driver": {
             "last_name": "Hudson",
diff --git a/docs/examples/87416e6a1ca2da324dbed6deb05303eb.asciidoc b/docs/examples/87416e6a1ca2da324dbed6deb05303eb.asciidoc
index e1ea15b945..bd409dc1d2 100644
--- a/docs/examples/87416e6a1ca2da324dbed6deb05303eb.asciidoc
+++ b/docs/examples/87416e6a1ca2da324dbed6deb05303eb.asciidoc
@@ -5,7 +5,7 @@
 resp = client.index(
     index="my-index-000001",
     id="1",
-    refresh=True,
+    refresh="true",
     body={"user.id": "kimchy"},
 )
 print(resp)
diff --git a/docs/examples/87733deeea4b441b595d19a0f97346f0.asciidoc b/docs/examples/87733deeea4b441b595d19a0f97346f0.asciidoc
index 63e252c69e..e323188a26 100644
--- a/docs/examples/87733deeea4b441b595d19a0f97346f0.asciidoc
+++ b/docs/examples/87733deeea4b441b595d19a0f97346f0.asciidoc
@@ -1,4 +1,4 @@
-// health/health.asciidoc:471
+// health/health.asciidoc:474
 
 [source, python]
 ----
diff --git a/docs/examples/8d7193902a353872740a3324c60c5001.asciidoc b/docs/examples/8d7193902a353872740a3324c60c5001.asciidoc
index 2fc9ec900c..ff3d2176d7 100644
--- a/docs/examples/8d7193902a353872740a3324c60c5001.asciidoc
+++ b/docs/examples/8d7193902a353872740a3324c60c5001.asciidoc
@@ -1,4 +1,4 @@
-// index-modules/index-sorting.asciidoc:114
+// index-modules/index-sorting.asciidoc:113
 
 [source, python]
 ----
diff --git a/docs/examples/8e286a205a1f84f888a6d99f2620c80e.asciidoc b/docs/examples/8e286a205a1f84f888a6d99f2620c80e.asciidoc
index ccd2e430b7..2f5fd43ec2 100644
--- a/docs/examples/8e286a205a1f84f888a6d99f2620c80e.asciidoc
+++ b/docs/examples/8e286a205a1f84f888a6d99f2620c80e.asciidoc
@@ -1,4 +1,4 @@
-// setup/logging-config.asciidoc:242
+// setup/logging-config.asciidoc:272
 
 [source, python]
 ----
diff --git a/docs/examples/8e68cdfad45e7e6dff254d931eea29d4.asciidoc b/docs/examples/8e68cdfad45e7e6dff254d931eea29d4.asciidoc
index bdc078a682..90b4934420 100644
--- a/docs/examples/8e68cdfad45e7e6dff254d931eea29d4.asciidoc
+++ b/docs/examples/8e68cdfad45e7e6dff254d931eea29d4.asciidoc
@@ -4,7 +4,7 @@
 ----
 resp = client.bulk(
     index="my-index-000001",
-    refresh=True,
+    refresh="true",
     body=[
         {"index": {}},
         {
diff --git a/docs/examples/90112d594b934c0111b7303b9f91cb7f.asciidoc b/docs/examples/90112d594b934c0111b7303b9f91cb7f.asciidoc
deleted file mode 100644
index 516679e8d3..0000000000
--- a/docs/examples/90112d594b934c0111b7303b9f91cb7f.asciidoc
+++ /dev/null
@@ -1,11 +0,0 @@
-// setup/run-elasticsearch-locally.asciidoc:109
-
-[source, python]
-----
-resp = client.index(
-    index="customer",
-    id="1",
-    body={"firstname": "Jennifer", "lastname": "Walters"},
-)
-print(resp)
-----
\ No newline at end of file
diff --git a/docs/examples/90631797c7fbda43902abf2cc0ea8304.asciidoc b/docs/examples/90631797c7fbda43902abf2cc0ea8304.asciidoc
index b4515bee13..376614889e 100644
--- a/docs/examples/90631797c7fbda43902abf2cc0ea8304.asciidoc
+++ b/docs/examples/90631797c7fbda43902abf2cc0ea8304.asciidoc
@@ -5,7 +5,7 @@
 resp = client.nodes.stats(
     metric="indices",
     index_metric="request_cache",
-    human=True,
+    human="true",
 )
 print(resp)
 ----
\ No newline at end of file
diff --git a/docs/examples/926c0134aeaad53bd0f3bdad9c430217.asciidoc b/docs/examples/926c0134aeaad53bd0f3bdad9c430217.asciidoc
index 6fefeb85d2..8305fc94b3 100644
--- a/docs/examples/926c0134aeaad53bd0f3bdad9c430217.asciidoc
+++ b/docs/examples/926c0134aeaad53bd0f3bdad9c430217.asciidoc
@@ -5,7 +5,7 @@
 resp = client.index(
     index="my-index-000001",
     id="1",
-    refresh=True,
+    refresh="true",
     body={"text": "words words", "flag": "foo"},
 )
 print(resp)
diff --git a/docs/examples/937ffc65cbb20505a8aba25b37a796a5.asciidoc b/docs/examples/937ffc65cbb20505a8aba25b37a796a5.asciidoc
index f249969c84..1f87d15a7c 100644
--- a/docs/examples/937ffc65cbb20505a8aba25b37a796a5.asciidoc
+++ b/docs/examples/937ffc65cbb20505a8aba25b37a796a5.asciidoc
@@ -13,7 +13,7 @@ print(resp)
 resp = client.index(
     index="my-index-000001",
     id="1",
-    refresh=True,
+    refresh="true",
     body={"is_published": "true"},
 )
 print(resp)
diff --git a/docs/examples/93bd651aff81daa2b86f9f2089e6d088.asciidoc b/docs/examples/93bd651aff81daa2b86f9f2089e6d088.asciidoc
index 6b9c8259bb..972e6c1f9e 100644
--- a/docs/examples/93bd651aff81daa2b86f9f2089e6d088.asciidoc
+++ b/docs/examples/93bd651aff81daa2b86f9f2089e6d088.asciidoc
@@ -5,7 +5,7 @@
 resp = client.index(
     index="my-index-000001",
     id="1",
-    refresh=True,
+    refresh="true",
     body={
         "my_id": "1",
         "text": "This is a question",
@@ -17,7 +17,7 @@ print(resp)
 resp = client.index(
     index="my-index-000001",
     id="2",
-    refresh=True,
+    refresh="true",
     body={
         "my_id": "2",
         "text": "This is another question",
diff --git a/docs/examples/97babc8d19ef0866774576716eb6d19e.asciidoc b/docs/examples/97babc8d19ef0866774576716eb6d19e.asciidoc
index 835116fdd1..ca02b620d8 100644
--- a/docs/examples/97babc8d19ef0866774576716eb6d19e.asciidoc
+++ b/docs/examples/97babc8d19ef0866774576716eb6d19e.asciidoc
@@ -4,7 +4,7 @@
 ----
 resp = client.update_by_query(
     index="test",
-    refresh=True,
+    refresh="true",
     conflicts="proceed",
 )
 print(resp)
diff --git a/docs/examples/9a02bd47c000a3d9a8911233c37c890f.asciidoc b/docs/examples/9a02bd47c000a3d9a8911233c37c890f.asciidoc
index d6793b3663..964f057580 100644
--- a/docs/examples/9a02bd47c000a3d9a8911233c37c890f.asciidoc
+++ b/docs/examples/9a02bd47c000a3d9a8911233c37c890f.asciidoc
@@ -5,7 +5,7 @@
 resp = client.index(
     index="my-index-000001",
     id="1",
-    refresh=True,
+    refresh="true",
     body={"date": "2015-10-01T00:30:00Z"},
 )
 print(resp)
@@ -13,7 +13,7 @@ print(resp)
 resp = client.index(
     index="my-index-000001",
     id="2",
-    refresh=True,
+    refresh="true",
     body={"date": "2015-10-01T01:30:00Z"},
 )
 print(resp)
diff --git a/docs/examples/9a203aae3e1412d919546276fb52a5ca.asciidoc b/docs/examples/9a203aae3e1412d919546276fb52a5ca.asciidoc
deleted file mode 100644
index 8f030467d9..0000000000
--- a/docs/examples/9a203aae3e1412d919546276fb52a5ca.asciidoc
+++ /dev/null
@@ -1,18 +0,0 @@
-// inference/put-inference.asciidoc:335
-
-[source, python]
-----
-resp = client.inference.put_model(
-    task_type="text_embedding",
-    inference_id="cohere-embeddings",
-    body={
-        "service": "cohere",
-        "service_settings": {
-            "api_key": "<api_key>",
-            "model_id": "embed-english-light-v3.0",
-            "embedding_type": "byte",
-        },
-    },
-)
-print(resp)
-----
\ No newline at end of file
diff --git a/docs/examples/9a4d5e41c52c20635d1fd9c6e13f6c7a.asciidoc b/docs/examples/9a4d5e41c52c20635d1fd9c6e13f6c7a.asciidoc
index 5dcf1808fd..7eb400dd2b 100644
--- a/docs/examples/9a4d5e41c52c20635d1fd9c6e13f6c7a.asciidoc
+++ b/docs/examples/9a4d5e41c52c20635d1fd9c6e13f6c7a.asciidoc
@@ -5,7 +5,7 @@
 resp = client.index(
     index="metricbeat-2016.05.30",
     id="1",
-    refresh=True,
+    refresh="true",
     body={"system.cpu.idle.pct": 0.908},
 )
 print(resp)
@@ -13,7 +13,7 @@ print(resp)
 resp = client.index(
     index="metricbeat-2016.05.31",
     id="1",
-    refresh=True,
+    refresh="true",
     body={"system.cpu.idle.pct": 0.105},
 )
 print(resp)
diff --git a/docs/examples/9cfbc41bb7b6fbdb26550dd2789c274e.asciidoc b/docs/examples/9cfbc41bb7b6fbdb26550dd2789c274e.asciidoc
index 901989488b..5e42eef660 100644
--- a/docs/examples/9cfbc41bb7b6fbdb26550dd2789c274e.asciidoc
+++ b/docs/examples/9cfbc41bb7b6fbdb26550dd2789c274e.asciidoc
@@ -4,7 +4,7 @@
 ----
 resp = client.delete_by_query(
     index="my-index-000001",
-    refresh=True,
+    refresh="true",
     slices="5",
     body={"query": {"range": {"http.response.bytes": {"lt": 2000000}}}},
 )
diff --git a/docs/examples/9d79645ab3a9da3f63c54a1516214a5a.asciidoc b/docs/examples/9d79645ab3a9da3f63c54a1516214a5a.asciidoc
index 68c134d0a5..c144209d10 100644
--- a/docs/examples/9d79645ab3a9da3f63c54a1516214a5a.asciidoc
+++ b/docs/examples/9d79645ab3a9da3f63c54a1516214a5a.asciidoc
@@ -1,4 +1,4 @@
-// health/health.asciidoc:463
+// health/health.asciidoc:466
 
 [source, python]
 ----
diff --git a/docs/examples/9de4ea9d5f3d427a71ee07d998cb5611.asciidoc b/docs/examples/9de4ea9d5f3d427a71ee07d998cb5611.asciidoc
index 629c10268b..71e071724a 100644
--- a/docs/examples/9de4ea9d5f3d427a71ee07d998cb5611.asciidoc
+++ b/docs/examples/9de4ea9d5f3d427a71ee07d998cb5611.asciidoc
@@ -1,4 +1,4 @@
-// index-modules/blocks.asciidoc:137
+// index-modules/blocks.asciidoc:138
 
 [source, python]
 ----
diff --git a/docs/examples/9e0e3ce27967f164f4585c5231ba9c75.asciidoc b/docs/examples/9e0e3ce27967f164f4585c5231ba9c75.asciidoc
index 9f44357b0d..f0fa86520b 100644
--- a/docs/examples/9e0e3ce27967f164f4585c5231ba9c75.asciidoc
+++ b/docs/examples/9e0e3ce27967f164f4585c5231ba9c75.asciidoc
@@ -5,7 +5,7 @@
 resp = client.index(
     index="my-index-000001",
     id="1",
-    refresh=True,
+    refresh="true",
     body={"my_field": "quick brown fox jump lazy dog"},
 )
 print(resp)
diff --git a/docs/examples/9f16fca9813304e398ee052aa857dbcd.asciidoc b/docs/examples/9f16fca9813304e398ee052aa857dbcd.asciidoc
deleted file mode 100644
index 1d854a9c93..0000000000
--- a/docs/examples/9f16fca9813304e398ee052aa857dbcd.asciidoc
+++ /dev/null
@@ -1,17 +0,0 @@
-// inference/put-inference.asciidoc:513
-
-[source, python]
-----
-resp = client.inference.put_model(
-    task_type="text_embedding",
-    inference_id="openai-embeddings",
-    body={
-        "service": "openai",
-        "service_settings": {
-            "api_key": "<api_key>",
-            "model_id": "text-embedding-ada-002",
-        },
-    },
-)
-print(resp)
-----
\ No newline at end of file
diff --git a/docs/examples/a4a3c3cd09efa75168dab90105afb2e9.asciidoc b/docs/examples/a4a3c3cd09efa75168dab90105afb2e9.asciidoc
index 5f21ffc5e4..e0ecce9bb3 100644
--- a/docs/examples/a4a3c3cd09efa75168dab90105afb2e9.asciidoc
+++ b/docs/examples/a4a3c3cd09efa75168dab90105afb2e9.asciidoc
@@ -2,7 +2,7 @@
 
 [source, python]
 ----
-resp = client.inference.get_model(
+resp = client.inference.get(
     task_type="sparse_embedding",
     inference_id="my-elser-model",
 )
diff --git a/docs/examples/aa6282d4bc92c753c4bd7a5b166abece.asciidoc b/docs/examples/aa6282d4bc92c753c4bd7a5b166abece.asciidoc
index cf00e978a5..701958e288 100644
--- a/docs/examples/aa6282d4bc92c753c4bd7a5b166abece.asciidoc
+++ b/docs/examples/aa6282d4bc92c753c4bd7a5b166abece.asciidoc
@@ -1,4 +1,4 @@
-// ml/trained-models/apis/start-trained-model-deployment.asciidoc:133
+// ml/trained-models/apis/start-trained-model-deployment.asciidoc:160
 
 [source, python]
 ----
diff --git a/docs/examples/ad57ccba0a060da4f5313692fa26a235.asciidoc b/docs/examples/ad57ccba0a060da4f5313692fa26a235.asciidoc
index ce87ee16dd..ee0b8ae24d 100644
--- a/docs/examples/ad57ccba0a060da4f5313692fa26a235.asciidoc
+++ b/docs/examples/ad57ccba0a060da4f5313692fa26a235.asciidoc
@@ -10,7 +10,7 @@ print(resp)
 
 resp = client.bulk(
     index="my-index-000001",
-    refresh=True,
+    refresh="true",
     body=[
         {"index": {"_id": "1"}},
         {"date": "2015-01-01"},
diff --git a/docs/examples/afef5cac988592b97ae289ab39c2f437.asciidoc b/docs/examples/afef5cac988592b97ae289ab39c2f437.asciidoc
index 206d014aa8..b834fcedba 100644
--- a/docs/examples/afef5cac988592b97ae289ab39c2f437.asciidoc
+++ b/docs/examples/afef5cac988592b97ae289ab39c2f437.asciidoc
@@ -1,4 +1,4 @@
-// mapping/types/text.asciidoc:292
+// mapping/types/text.asciidoc:295
 
 [source, python]
 ----
diff --git a/docs/examples/b14122481ae1f158f1a9a1bfbc4a41b1.asciidoc b/docs/examples/b14122481ae1f158f1a9a1bfbc4a41b1.asciidoc
index 6ea9cee891..0ca0ece510 100644
--- a/docs/examples/b14122481ae1f158f1a9a1bfbc4a41b1.asciidoc
+++ b/docs/examples/b14122481ae1f158f1a9a1bfbc4a41b1.asciidoc
@@ -1,4 +1,4 @@
-// setup/secure-settings.asciidoc:35
+// setup/secure-settings.asciidoc:39
 
 [source, python]
 ----
diff --git a/docs/examples/b45a8c6fc746e9c90fd181e69a605fad.asciidoc b/docs/examples/b45a8c6fc746e9c90fd181e69a605fad.asciidoc
index 8a1fc3fc3a..4a346277cc 100644
--- a/docs/examples/b45a8c6fc746e9c90fd181e69a605fad.asciidoc
+++ b/docs/examples/b45a8c6fc746e9c90fd181e69a605fad.asciidoc
@@ -1,4 +1,4 @@
-// inference/post-inference.asciidoc:102
+// inference/post-inference.asciidoc:106
 
 [source, python]
 ----
diff --git a/docs/examples/b6f690896001f8f9ad5bf24e1304a552.asciidoc b/docs/examples/b6f690896001f8f9ad5bf24e1304a552.asciidoc
new file mode 100644
index 0000000000..2e256e2111
--- /dev/null
+++ b/docs/examples/b6f690896001f8f9ad5bf24e1304a552.asciidoc
@@ -0,0 +1,21 @@
+// mapping/types/dense-vector.asciidoc:158
+
+[source, python]
+----
+resp = client.indices.create(
+    index="my-byte-quantized-index",
+    body={
+        "mappings": {
+            "properties": {
+                "my_vector": {
+                    "type": "dense_vector",
+                    "dims": 4,
+                    "index": True,
+                    "index_options": {"type": "int4_hnsw"},
+                }
+            }
+        }
+    },
+)
+print(resp)
+----
\ No newline at end of file
diff --git a/docs/examples/b7a9f60b3646efe3834ca8381f8aa560.asciidoc b/docs/examples/b7a9f60b3646efe3834ca8381f8aa560.asciidoc
index 7077a812fe..7ef6bb0dfa 100644
--- a/docs/examples/b7a9f60b3646efe3834ca8381f8aa560.asciidoc
+++ b/docs/examples/b7a9f60b3646efe3834ca8381f8aa560.asciidoc
@@ -1,4 +1,4 @@
-// setup/logging-config.asciidoc:171
+// setup/logging-config.asciidoc:193
 
 [source, python]
 ----
diff --git a/docs/examples/bb975b342de7e838ebf6a36aaa1a8749.asciidoc b/docs/examples/bb975b342de7e838ebf6a36aaa1a8749.asciidoc
index 3426d6fb8c..b35ddfed09 100644
--- a/docs/examples/bb975b342de7e838ebf6a36aaa1a8749.asciidoc
+++ b/docs/examples/bb975b342de7e838ebf6a36aaa1a8749.asciidoc
@@ -6,7 +6,7 @@ resp = client.index(
     index="my-index-000001",
     id="3",
     routing="1",
-    refresh=True,
+    refresh="true",
     body={
         "text": "This is a vote",
         "my_join_field": {"name": "vote", "parent": "2"},
diff --git a/docs/examples/bcc75fc01b45e482638c65b8fbdf09fa.asciidoc b/docs/examples/bcc75fc01b45e482638c65b8fbdf09fa.asciidoc
deleted file mode 100644
index bfbc6a0e80..0000000000
--- a/docs/examples/bcc75fc01b45e482638c65b8fbdf09fa.asciidoc
+++ /dev/null
@@ -1,9 +0,0 @@
-// getting-started.asciidoc:228
-
-[source, python]
-----
-resp = client.search(
-    index="books",
-)
-print(resp)
-----
\ No newline at end of file
diff --git a/docs/examples/bd7330af2609bdd8aa10958f5e640b93.asciidoc b/docs/examples/bd7330af2609bdd8aa10958f5e640b93.asciidoc
index 6940706422..28d9b24a36 100644
--- a/docs/examples/bd7330af2609bdd8aa10958f5e640b93.asciidoc
+++ b/docs/examples/bd7330af2609bdd8aa10958f5e640b93.asciidoc
@@ -5,7 +5,7 @@
 resp = client.index(
     index="my_queries2",
     id="2",
-    refresh=True,
+    refresh="true",
     body={"query": {"match": {"my_field.suffix": "xyz"}}},
 )
 print(resp)
diff --git a/docs/examples/be5b415d7f33d6f0397ac2f8b5c10521.asciidoc b/docs/examples/be5b415d7f33d6f0397ac2f8b5c10521.asciidoc
index 42b7b6fac8..758f9e4841 100644
--- a/docs/examples/be5b415d7f33d6f0397ac2f8b5c10521.asciidoc
+++ b/docs/examples/be5b415d7f33d6f0397ac2f8b5c10521.asciidoc
@@ -4,7 +4,7 @@
 ----
 resp = client.update_by_query(
     index="my-index-000001",
-    refresh=True,
+    refresh="true",
     slices="5",
     body={"script": {"source": "ctx._source['extra'] = 'test'"}},
 )
diff --git a/docs/examples/be5c5a9c25901737585e4fff9195da3c.asciidoc b/docs/examples/be5c5a9c25901737585e4fff9195da3c.asciidoc
new file mode 100644
index 0000000000..4d3c42177e
--- /dev/null
+++ b/docs/examples/be5c5a9c25901737585e4fff9195da3c.asciidoc
@@ -0,0 +1,18 @@
+// mapping/types/dense-vector.asciidoc:406
+
+[source, python]
+----
+resp = client.search(
+    index="my-bit-vectors",
+    filter_path="hits.hits",
+    body={
+        "query": {
+            "knn": {
+                "query_vector": [127, -127, 0, 1, 42],
+                "field": "my_vector",
+            }
+        }
+    },
+)
+print(resp)
+----
\ No newline at end of file
diff --git a/docs/examples/bed14cc152522ca0726ac3746ebc31db.asciidoc b/docs/examples/bed14cc152522ca0726ac3746ebc31db.asciidoc
index 4fc8297e03..d4de6b4edc 100644
--- a/docs/examples/bed14cc152522ca0726ac3746ebc31db.asciidoc
+++ b/docs/examples/bed14cc152522ca0726ac3746ebc31db.asciidoc
@@ -4,7 +4,7 @@
 ----
 resp = client.bulk(
     index="my_index",
-    refresh=True,
+    refresh="true",
     body=[
         {"index": {"_id": 1}},
         {"my_counter": 0},
diff --git a/docs/examples/c1a895497066a3dac674d4b1a119048d.asciidoc b/docs/examples/c1a895497066a3dac674d4b1a119048d.asciidoc
index 8c1ea284fe..eb3843b340 100644
--- a/docs/examples/c1a895497066a3dac674d4b1a119048d.asciidoc
+++ b/docs/examples/c1a895497066a3dac674d4b1a119048d.asciidoc
@@ -4,7 +4,7 @@
 ----
 resp = client.search(
     index="my-index-000001",
-    pretty=True,
+    pretty="true",
     body={"query": {"term": {"full_text": "Quick Brown Foxes!"}}},
 )
 print(resp)
diff --git a/docs/examples/c1bb395546102279296534522061829f.asciidoc b/docs/examples/c1bb395546102279296534522061829f.asciidoc
index 8eb2678b85..18dc89f1bc 100644
--- a/docs/examples/c1bb395546102279296534522061829f.asciidoc
+++ b/docs/examples/c1bb395546102279296534522061829f.asciidoc
@@ -1,4 +1,4 @@
-// mapping/types/geo-point.asciidoc:230
+// mapping/types/geo-point.asciidoc:229
 
 [source, python]
 ----
diff --git a/docs/examples/c6151a0788a10a7f40da684d72c3255c.asciidoc b/docs/examples/c6151a0788a10a7f40da684d72c3255c.asciidoc
index a6c8846faf..d7f02cb5e8 100644
--- a/docs/examples/c6151a0788a10a7f40da684d72c3255c.asciidoc
+++ b/docs/examples/c6151a0788a10a7f40da684d72c3255c.asciidoc
@@ -4,7 +4,7 @@
 ----
 resp = client.bulk(
     index="my-index-000001",
-    refresh=True,
+    refresh="true",
     body=[
         {"index": {}},
         {
diff --git a/docs/examples/cda045dfd79acd160ed8668f2ee17ea7.asciidoc b/docs/examples/cda045dfd79acd160ed8668f2ee17ea7.asciidoc
index 2a043cc814..be77e90721 100644
--- a/docs/examples/cda045dfd79acd160ed8668f2ee17ea7.asciidoc
+++ b/docs/examples/cda045dfd79acd160ed8668f2ee17ea7.asciidoc
@@ -4,7 +4,7 @@
 ----
 resp = client.search(
     index="my-index-000001",
-    pretty=True,
+    pretty="true",
     body={"query": {"match": {"full_text": "Quick Brown Foxes!"}}},
 )
 print(resp)
diff --git a/docs/examples/ce2c2e8f5a2e4daf051b6e10122e5aae.asciidoc b/docs/examples/ce2c2e8f5a2e4daf051b6e10122e5aae.asciidoc
new file mode 100644
index 0000000000..c6efa3aa3e
--- /dev/null
+++ b/docs/examples/ce2c2e8f5a2e4daf051b6e10122e5aae.asciidoc
@@ -0,0 +1,18 @@
+// mapping/types/dense-vector.asciidoc:490
+
+[source, python]
+----
+resp = client.indices.put_mapping(
+    index="my-index-000001",
+    body={
+        "properties": {
+            "text_embedding": {
+                "type": "dense_vector",
+                "dims": 384,
+                "index_options": {"type": "int4_hnsw"},
+            }
+        }
+    },
+)
+print(resp)
+----
\ No newline at end of file
diff --git a/docs/examples/cedb56a71cc743d80263ce352bb21720.asciidoc b/docs/examples/cedb56a71cc743d80263ce352bb21720.asciidoc
deleted file mode 100644
index 2be37beca4..0000000000
--- a/docs/examples/cedb56a71cc743d80263ce352bb21720.asciidoc
+++ /dev/null
@@ -1,14 +0,0 @@
-// inference/put-inference.asciidoc:406
-
-[source, python]
-----
-resp = client.inference.put_model(
-    task_type="sparse_embedding",
-    inference_id="my-elser-model",
-    body={
-        "service": "elser",
-        "service_settings": {"num_allocations": 1, "num_threads": 1},
-    },
-)
-print(resp)
-----
\ No newline at end of file
diff --git a/docs/examples/d04f0c8c44e8b4fb55f2e7d9d05977e7.asciidoc b/docs/examples/d04f0c8c44e8b4fb55f2e7d9d05977e7.asciidoc
deleted file mode 100644
index 6fe42c6b9e..0000000000
--- a/docs/examples/d04f0c8c44e8b4fb55f2e7d9d05977e7.asciidoc
+++ /dev/null
@@ -1,45 +0,0 @@
-// getting-started.asciidoc:104
-
-[source, python]
-----
-resp = client.bulk(
-    body=[
-        {"index": {"_index": "books"}},
-        {
-            "name": "Revelation Space",
-            "author": "Alastair Reynolds",
-            "release_date": "2000-03-15",
-            "page_count": 585,
-        },
-        {"index": {"_index": "books"}},
-        {
-            "name": "1984",
-            "author": "George Orwell",
-            "release_date": "1985-06-01",
-            "page_count": 328,
-        },
-        {"index": {"_index": "books"}},
-        {
-            "name": "Fahrenheit 451",
-            "author": "Ray Bradbury",
-            "release_date": "1953-10-15",
-            "page_count": 227,
-        },
-        {"index": {"_index": "books"}},
-        {
-            "name": "Brave New World",
-            "author": "Aldous Huxley",
-            "release_date": "1932-06-01",
-            "page_count": 268,
-        },
-        {"index": {"_index": "books"}},
-        {
-            "name": "The Handmaids Tale",
-            "author": "Margaret Atwood",
-            "release_date": "1985-06-01",
-            "page_count": 311,
-        },
-    ],
-)
-print(resp)
-----
\ No newline at end of file
diff --git a/docs/examples/d4fb482a51d67a1af48e429af6019a46.asciidoc b/docs/examples/d4fb482a51d67a1af48e429af6019a46.asciidoc
index 7f15db1db8..b200ad42c8 100644
--- a/docs/examples/d4fb482a51d67a1af48e429af6019a46.asciidoc
+++ b/docs/examples/d4fb482a51d67a1af48e429af6019a46.asciidoc
@@ -1,4 +1,4 @@
-// index-modules/index-sorting.asciidoc:41
+// index-modules/index-sorting.asciidoc:40
 
 [source, python]
 ----
diff --git a/docs/examples/d7919fb6f4d02dde1390775eb8365b79.asciidoc b/docs/examples/d7919fb6f4d02dde1390775eb8365b79.asciidoc
index 78b48566da..a32951b313 100644
--- a/docs/examples/d7919fb6f4d02dde1390775eb8365b79.asciidoc
+++ b/docs/examples/d7919fb6f4d02dde1390775eb8365b79.asciidoc
@@ -1,4 +1,4 @@
-// mapping/types/text.asciidoc:320
+// mapping/types/text.asciidoc:323
 
 [source, python]
 ----
diff --git a/docs/examples/df34c8ebaaa59a3ee0e3f28e2443bc30.asciidoc b/docs/examples/df34c8ebaaa59a3ee0e3f28e2443bc30.asciidoc
index 45626d4d37..272cfa284d 100644
--- a/docs/examples/df34c8ebaaa59a3ee0e3f28e2443bc30.asciidoc
+++ b/docs/examples/df34c8ebaaa59a3ee0e3f28e2443bc30.asciidoc
@@ -11,7 +11,7 @@ print(resp)
 resp = client.index(
     index="my-index",
     id="1",
-    refresh=True,
+    refresh="true",
     body={"comments": [{"author": "kimchy"}]},
 )
 print(resp)
@@ -19,7 +19,7 @@ print(resp)
 resp = client.index(
     index="my-index",
     id="2",
-    refresh=True,
+    refresh="true",
     body={"comments": [{"author": "kimchy"}, {"author": "nik9000"}]},
 )
 print(resp)
@@ -27,7 +27,7 @@ print(resp)
 resp = client.index(
     index="my-index",
     id="3",
-    refresh=True,
+    refresh="true",
     body={"comments": [{"author": "nik9000"}]},
 )
 print(resp)
diff --git a/docs/examples/dfce1be1d035aff0b8fdf4a8839f7795.asciidoc b/docs/examples/dfce1be1d035aff0b8fdf4a8839f7795.asciidoc
new file mode 100644
index 0000000000..a9d0b21b9b
--- /dev/null
+++ b/docs/examples/dfce1be1d035aff0b8fdf4a8839f7795.asciidoc
@@ -0,0 +1,16 @@
+// ml/trained-models/apis/update-trained-model-deployment.asciidoc:115
+
+[source, python]
+----
+resp = client.ml.update_trained_model_deployment(
+    model_id="elastic__distilbert-base-uncased-finetuned-conll03-english",
+    body={
+        "adaptive_allocations": {
+            "enabled": True,
+            "min_number_of_allocations": 3,
+            "max_number_of_allocations": 10,
+        }
+    },
+)
+print(resp)
+----
\ No newline at end of file
diff --git a/docs/examples/e1f6ea7c0937cf7e6ea7e8209e52e8bb.asciidoc b/docs/examples/e1f6ea7c0937cf7e6ea7e8209e52e8bb.asciidoc
index d393923318..d9dfc87029 100644
--- a/docs/examples/e1f6ea7c0937cf7e6ea7e8209e52e8bb.asciidoc
+++ b/docs/examples/e1f6ea7c0937cf7e6ea7e8209e52e8bb.asciidoc
@@ -1,4 +1,4 @@
-// index-modules/index-sorting.asciidoc:159
+// index-modules/index-sorting.asciidoc:158
 
 [source, python]
 ----
diff --git a/docs/examples/ed688d86eeaa4d7969acb0f574eb917f.asciidoc b/docs/examples/ed688d86eeaa4d7969acb0f574eb917f.asciidoc
index 16fa1567e6..b9da3bc324 100644
--- a/docs/examples/ed688d86eeaa4d7969acb0f574eb917f.asciidoc
+++ b/docs/examples/ed688d86eeaa4d7969acb0f574eb917f.asciidoc
@@ -5,7 +5,7 @@
 resp = client.index(
     index="my_queries1",
     id="1",
-    refresh=True,
+    refresh="true",
     body={"query": {"term": {"my_field.prefix": "abc"}}},
 )
 print(resp)
diff --git a/docs/examples/eee6110831c08b9c1b3f56b24656e95b.asciidoc b/docs/examples/eee6110831c08b9c1b3f56b24656e95b.asciidoc
deleted file mode 100644
index 286378a6b8..0000000000
--- a/docs/examples/eee6110831c08b9c1b3f56b24656e95b.asciidoc
+++ /dev/null
@@ -1,17 +0,0 @@
-// inference/put-inference.asciidoc:445
-
-[source, python]
-----
-resp = client.inference.put_model(
-    task_type="text_embedding",
-    inference_id="hugging-face-embeddings",
-    body={
-        "service": "hugging_face",
-        "service_settings": {
-            "api_key": "<access_token>",
-            "url": "<url_endpoint>",
-        },
-    },
-)
-print(resp)
-----
\ No newline at end of file
diff --git a/docs/examples/f09817fd13ff3dce52eb79d0722409c3.asciidoc b/docs/examples/f09817fd13ff3dce52eb79d0722409c3.asciidoc
index a872c1ce47..352f0078bd 100644
--- a/docs/examples/f09817fd13ff3dce52eb79d0722409c3.asciidoc
+++ b/docs/examples/f09817fd13ff3dce52eb79d0722409c3.asciidoc
@@ -16,7 +16,7 @@ resp = client.indices.create(
 print(resp)
 
 resp = client.reindex(
-    refresh=True,
+    refresh="true",
     body={"source": {"index": "index"}, "dest": {"index": "new_index"}},
 )
 print(resp)
diff --git a/docs/examples/f1b24217b1d9ba6ea5e4fa6e6f412022.asciidoc b/docs/examples/f1b24217b1d9ba6ea5e4fa6e6f412022.asciidoc
index 89cd690dcc..476ec000dc 100644
--- a/docs/examples/f1b24217b1d9ba6ea5e4fa6e6f412022.asciidoc
+++ b/docs/examples/f1b24217b1d9ba6ea5e4fa6e6f412022.asciidoc
@@ -1,4 +1,4 @@
-// inference/post-inference.asciidoc:133
+// inference/post-inference.asciidoc:137
 
 [source, python]
 ----
diff --git a/docs/examples/f38262ef72f73816ec35fa4c9c85760d.asciidoc b/docs/examples/f38262ef72f73816ec35fa4c9c85760d.asciidoc
new file mode 100644
index 0000000000..e6b0775eb0
--- /dev/null
+++ b/docs/examples/f38262ef72f73816ec35fa4c9c85760d.asciidoc
@@ -0,0 +1,29 @@
+// mapping/types/range.asciidoc:254
+
+[source, python]
+----
+resp = client.indices.create(
+    index="idx",
+    body={
+        "mappings": {
+            "_source": {"mode": "synthetic"},
+            "properties": {"my_range": {"type": "long_range"}},
+        }
+    },
+)
+print(resp)
+
+resp = client.index(
+    index="idx",
+    id="1",
+    body={
+        "my_range": [
+            {"gte": 200, "lte": 300},
+            {"gte": 1, "lte": 100},
+            {"gte": 200, "lte": 300},
+            {"gte": 200, "lte": 500},
+        ]
+    },
+)
+print(resp)
+----
\ No newline at end of file
diff --git a/docs/examples/f9cb2547ab04461a12bfd25a35be5f96.asciidoc b/docs/examples/f9cb2547ab04461a12bfd25a35be5f96.asciidoc
new file mode 100644
index 0000000000..2acd20322d
--- /dev/null
+++ b/docs/examples/f9cb2547ab04461a12bfd25a35be5f96.asciidoc
@@ -0,0 +1,27 @@
+// mapping/types/range.asciidoc:429
+
+[source, python]
+----
+resp = client.indices.create(
+    index="idx",
+    body={
+        "mappings": {
+            "_source": {"mode": "synthetic"},
+            "properties": {"my_range": {"type": "date_range"}},
+        }
+    },
+)
+print(resp)
+
+resp = client.index(
+    index="idx",
+    id="1",
+    body={
+        "my_range": [
+            {"gte": 1504224000000, "lte": 1504569600000},
+            {"gte": "2017-09-01", "lte": "2017-09-10"},
+        ]
+    },
+)
+print(resp)
+----
\ No newline at end of file
diff --git a/docs/examples/fc8a426f8a5112e61e2acb913982a8d9.asciidoc b/docs/examples/fc8a426f8a5112e61e2acb913982a8d9.asciidoc
index 2200809460..54e964fc53 100644
--- a/docs/examples/fc8a426f8a5112e61e2acb913982a8d9.asciidoc
+++ b/docs/examples/fc8a426f8a5112e61e2acb913982a8d9.asciidoc
@@ -1,4 +1,4 @@
-// index-modules/index-sorting.asciidoc:138
+// index-modules/index-sorting.asciidoc:137
 
 [source, python]
 ----
diff --git a/docs/examples/fe6a21b4a6b33cd6abc522947d6f3ea2.asciidoc b/docs/examples/fe6a21b4a6b33cd6abc522947d6f3ea2.asciidoc
index 7abdde28ea..ec76edbd43 100644
--- a/docs/examples/fe6a21b4a6b33cd6abc522947d6f3ea2.asciidoc
+++ b/docs/examples/fe6a21b4a6b33cd6abc522947d6f3ea2.asciidoc
@@ -1,4 +1,4 @@
-// mapping/types/date.asciidoc:250
+// mapping/types/date.asciidoc:249
 
 [source, python]
 ----
diff --git a/docs/examples/fe7169bab8e626f582c9ea87585d0f35.asciidoc b/docs/examples/fe7169bab8e626f582c9ea87585d0f35.asciidoc
index dc1e04c17b..1c69a70f7a 100644
--- a/docs/examples/fe7169bab8e626f582c9ea87585d0f35.asciidoc
+++ b/docs/examples/fe7169bab8e626f582c9ea87585d0f35.asciidoc
@@ -1,4 +1,4 @@
-// mapping/types/histogram.asciidoc:99
+// mapping/types/histogram.asciidoc:98
 
 [source, python]
 ----
diff --git a/docs/guide/release-notes.asciidoc b/docs/guide/release-notes.asciidoc
index bb246a064a..18429e749f 100644
--- a/docs/guide/release-notes.asciidoc
+++ b/docs/guide/release-notes.asciidoc
@@ -1,6 +1,7 @@
 [[release-notes]]
 == Release notes
 
+* <<rn-8-15-0>>
 * <<rn-8-14-0>>
 * <<rn-8-13-2>>
 * <<rn-8-13-1>>
@@ -39,6 +40,19 @@
 * <<rn-8-1-0>>
 * <<rn-8-0-0>>
 
+[discrete]
+[[rn-8-15-0]]
+=== 8.15.0 (2024-08-09)
+
+- Added the Connector API (https://github.com/elastic/elasticsearch-py/pull/2623[#2623])
+- Added support for sequences of job id, model id and tags where applicable in ML APIs
+- Added `dry_run` and `force` parameters to the Perform inference API
+- Added optional Arrow deserialization support (https://github.com/elastic/elasticsearch-py/pull/2632[#2632])
+- Merged Query Ruleset API into new Query Rules API (https://github.com/elastic/elasticsearch-py/pull/2607[#2607])
+- Added mapping code examples (https://github.com/elastic/elasticsearch-py/pull/2596[#2596])
+- Fixed reference docs (https://github.com/elastic/elasticsearch-py/pull/2629[#2629])
+- Dropped Python 3.7 support (https://github.com/elastic/elasticsearch-py/pull/2618[#2618])
+
 [discrete]
 [[rn-8-14-0]]
 === 8.14.0 (2024-06-06)
diff --git a/elasticsearch/_version.py b/elasticsearch/_version.py
index 9860a89685..903b0f6944 100644
--- a/elasticsearch/_version.py
+++ b/elasticsearch/_version.py
@@ -15,4 +15,4 @@
 #  specific language governing permissions and limitations
 #  under the License.
 
-__versionstr__ = "8.14.0"
+__versionstr__ = "8.15.0"

From c77104d621761c8c3dd5cbfe67529e65d0bed32b Mon Sep 17 00:00:00 2001
From: Miguel Grinberg <miguel.grinberg@gmail.com>
Date: Mon, 12 Aug 2024 11:21:00 +0100
Subject: [PATCH 2/2] added one more spec update

---
 docs/guide/release-notes.asciidoc | 1 +
 1 file changed, 1 insertion(+)

diff --git a/docs/guide/release-notes.asciidoc b/docs/guide/release-notes.asciidoc
index 18429e749f..920aa8bd7c 100644
--- a/docs/guide/release-notes.asciidoc
+++ b/docs/guide/release-notes.asciidoc
@@ -45,6 +45,7 @@
 === 8.15.0 (2024-08-09)
 
 - Added the Connector API (https://github.com/elastic/elasticsearch-py/pull/2623[#2623])
+- Added support for https://www.elastic.co/guide/en/elasticsearch/reference/master/semantic-text.html[semantic_text] and https://www.elastic.co/guide/en/elasticsearch/reference/master/query-dsl-semantic-query.html[semantic query].
 - Added support for sequences of job id, model id and tags where applicable in ML APIs
 - Added `dry_run` and `force` parameters to the Perform inference API
 - Added optional Arrow deserialization support (https://github.com/elastic/elasticsearch-py/pull/2632[#2632])