feat: improve pinecone tests (#2806)

Improve the integration tests for Pinecone by adding an `.env.example` file for local testing. Additionally, add some dev dependencies specifically for integration tests. This change also helps me understand how Pinecone deals with certain things, see related issues https://github.com/hwchase17/langchain/issues/2484 https://github.com/hwchase17/langchain/issues/2816
1 year ago · 04c458a270
parent 016738e676
commit 04c458a270
11 changed files with 1987 additions and 241 deletions
--- a/poetry.lock
+++ b/poetry.lock
@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand.

 [[package]]
 name = "absl-py"
@ -743,7 +743,7 @@ name = "cachetools"
 version = "5.3.0"
 description = "Extensible memoizing collections and decorators"
 category = "main"
-optional = true
+optional = false
 python-versions = "~=3.7"
 files = [
    {file = "cachetools-5.3.0-py3-none-any.whl", hash = "sha256:429e1a1e845c008ea6c85aa35d4b98b65d6a9763eeef3e37e92728a12d1de9d4"},
@ -1338,20 +1338,20 @@ files = [

 [[package]]
 name = "deeplake"
-version = "3.2.21"
+version = "3.2.22"
 description = "Activeloop Deep Lake"
 category = "main"
 optional = false
 python-versions = "*"
 files = [
-    {file = "deeplake-3.2.21.tar.gz", hash = "sha256:3ad6f81f666ba9e2951aff697babb845249b54dfdd72f22e3c7ef5838ae2e9d7"},
+    {file = "deeplake-3.2.22.tar.gz", hash = "sha256:068280561366dd1bd891d3ffda8638ec59860a23b9426815a484b0591ab467a6"},
 ]

 [package.dependencies]
 aioboto3 = {version = "10.4.0", markers = "python_version >= \"3.7\" and sys_platform != \"win32\""}
 boto3 = "*"
 click = "*"
-humbug = ">=0.2.6"
+humbug = ">=0.3.1"
 nest_asyncio = {version = "*", markers = "python_version >= \"3.7\" and sys_platform != \"win32\""}
 numcodecs = "*"
 numpy = "*"
@ -1955,14 +1955,14 @@ uritemplate = ">=3.0.1,<5"

 [[package]]
 name = "google-auth"
-version = "2.17.2"
+version = "2.17.3"
 description = "Google Authentication Library"
 category = "main"
 optional = true
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
 files = [
-    {file = "google-auth-2.17.2.tar.gz", hash = "sha256:295c80ebb95eac74003c07a696cf3ef6b414e9230ae8894f3843f8215fd2aa56"},
-    {file = "google_auth-2.17.2-py2.py3-none-any.whl", hash = "sha256:544536a43d44dff0f64222e4d027d124989fcb9c10979687e589e1694fba9c94"},
+    {file = "google-auth-2.17.3.tar.gz", hash = "sha256:ce311e2bc58b130fddf316df57c9b3943c2a7b4f6ec31de9663a9333e4064efc"},
+    {file = "google_auth-2.17.3-py2.py3-none-any.whl", hash = "sha256:f586b274d3eb7bd932ea424b1c702a30e0393a2e2bc4ca3eae8263ffd8be229f"},
 ]

 [package.dependencies]
@ -2064,14 +2064,14 @@ grpc = ["grpcio (>=1.44.0,<2.0.0dev)"]

 [[package]]
 name = "gptcache"
-version = "0.1.8"
-description = "GPT Cache, a powerful caching library that can be used to speed up and lower the cost of chat applications that rely on the LLM service. GPT Cache works as a memcache for AIGC applications, similar to how Redis works for traditional applications."
+version = "0.1.9"
+description = "GPTCache, a powerful caching library that can be used to speed up and lower the cost of chat applications that rely on the LLM service. GPTCache works as a memcache for AIGC applications, similar to how Redis works for traditional applications."
 category = "main"
-optional = true
+optional = false
 python-versions = ">=3.8.1"
 files = [
-    {file = "gptcache-0.1.8-py3-none-any.whl", hash = "sha256:953662291819471e5461920c89367084f905237a8506f1a1605729f3e633f147"},
-    {file = "gptcache-0.1.8.tar.gz", hash = "sha256:23200cc0783776210cce85a588ae68222d522ce9456f74b7836945ebe8b15820"},
+    {file = "gptcache-0.1.9-py3-none-any.whl", hash = "sha256:c603dea4a6e835032875ccc21a9205bb4d8ef0f2696a8df3ac13ac3a060c4cf6"},
+    {file = "gptcache-0.1.9.tar.gz", hash = "sha256:b92f30e4d8bc22a017a71fb4801f469739d4c83734a874fea51ca6998ef833d4"},
 ]

 [package.dependencies]
@ -2954,14 +2954,14 @@ websockets = ["websockets"]

 [[package]]
 name = "jina-hubble-sdk"
-version = "0.35.0"
+version = "0.36.0"
 description = "SDK for Hubble API at Jina AI."
 category = "main"
 optional = true
 python-versions = ">=3.7.0"
 files = [
-    {file = "jina-hubble-sdk-0.35.0.tar.gz", hash = "sha256:f0826dc6d22aa8da983e4f67af8fa5b78dd852274da71adea7a38d9620438b37"},
-    {file = "jina_hubble_sdk-0.35.0-py3-none-any.whl", hash = "sha256:957e4ce5e9400ee27aad7a6e728172cdcffb8bb6667e430fa3c97f000650beb3"},
+    {file = "jina-hubble-sdk-0.36.0.tar.gz", hash = "sha256:ba1a72c7a5c14963fdad9af1ff4c3bba26a03ddcced08111bd11a95b153249ec"},
+    {file = "jina_hubble_sdk-0.36.0-py3-none-any.whl", hash = "sha256:56db142147d7c72142ed1b6505020c3b4d8070b1603d07ff796e56d491dde294"},
 ]

 [package.dependencies]
@ -4794,14 +4794,14 @@ tests = ["pytest", "pytest-cov", "pytest-pep8"]

 [[package]]
 name = "packaging"
-version = "23.0"
+version = "23.1"
 description = "Core utilities for Python packages"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "packaging-23.0-py3-none-any.whl", hash = "sha256:714ac14496c3e68c99c29b00845f7a2b85f3bb6f1078fd9f72fd20f0570002b2"},
-    {file = "packaging-23.0.tar.gz", hash = "sha256:b6ad297f8907de0fa2fe1ccbd26fdaf387f5f47c7275fedf8cce89f99446cf97"},
+    {file = "packaging-23.1-py3-none-any.whl", hash = "sha256:994793af429502c4ea2ebf6bf664629d07c1a9fe974af92966e4b8d2df7edc61"},
+    {file = "packaging-23.1.tar.gz", hash = "sha256:a392980d2b6cffa644431898be54b0045151319d1e7ec34f0cfed48767dd334f"},
 ]

 [[package]]
@ -5188,14 +5188,14 @@ testing = ["pytest", "pytest-benchmark"]

 [[package]]
 name = "posthog"
-version = "2.4.2"
+version = "2.5.0"
 description = "Integrate PostHog into any python application."
 category = "dev"
 optional = false
 python-versions = "*"
 files = [
-    {file = "posthog-2.4.2-py2.py3-none-any.whl", hash = "sha256:8c7c37de997d955aea61bf0aa0069970e71f0d9d79c9e6b3a134e6593d5aa3d6"},
-    {file = "posthog-2.4.2.tar.gz", hash = "sha256:652a628623aab26597e8421a7ddf9caaf19dd93cc1288901a6b23db9693d34e5"},
+    {file = "posthog-2.5.0-py2.py3-none-any.whl", hash = "sha256:3d3ece06c3fe4135497c239f211c82344962b93e4fd4ba5afd20bd4ad12d77be"},
+    {file = "posthog-2.5.0.tar.gz", hash = "sha256:7601ef75b483eb67a6229cafec02da9624f6d46df61066771ca9e3f986284fc3"},
 ]

 [package.dependencies]
@ -5309,6 +5309,22 @@ files = [
 [package.dependencies]
 wcwidth = "*"

+[[package]]
+name = "promptlayer"
+version = "0.1.80"
+description = "PromptLayer is a package to keep track of your GPT models training"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "promptlayer-0.1.80.tar.gz", hash = "sha256:1012018ed3e4bca4f0d9c9164cb00b7ca0936cba6a40d4de53e87ef08fdff62f"},
+]
+
+[package.dependencies]
+langchain = "*"
+openai = "*"
+requests = "*"
+
 [[package]]
 name = "protobuf"
 version = "3.19.6"
@ -6228,14 +6244,14 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}

 [[package]]
 name = "qdrant-client"
-version = "1.1.3"
+version = "1.1.4"
 description = "Client library for the Qdrant vector search engine"
 category = "main"
 optional = true
 python-versions = ">=3.7,<3.12"
 files = [
-    {file = "qdrant_client-1.1.3-py3-none-any.whl", hash = "sha256:c95f59fb9e3e89d163517f8992ee4557eccb45c252147e11e45c608ef1c7dd29"},
-    {file = "qdrant_client-1.1.3.tar.gz", hash = "sha256:2b7de2b987fc456c643a06878a4150947c3d3d6c6515f6c29f6e707788daa6e7"},
+    {file = "qdrant_client-1.1.4-py3-none-any.whl", hash = "sha256:12ad9dba63228cc5493e137bf35c59af56d84ca3a2b088c4298825d4893c7100"},
+    {file = "qdrant_client-1.1.4.tar.gz", hash = "sha256:92ad225bd770fb6a7ac10f75e38f53ffebe63c7f239b02fc7d2bc993246eb74c"},
 ]

 [package.dependencies]
@ -6473,14 +6489,14 @@ files = [

 [[package]]
 name = "rich"
-version = "13.3.3"
+version = "13.3.4"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 category = "main"
 optional = true
 python-versions = ">=3.7.0"
 files = [
-    {file = "rich-13.3.3-py3-none-any.whl", hash = "sha256:540c7d6d26a1178e8e8b37e9ba44573a3cd1464ff6348b99ee7061b95d1c6333"},
-    {file = "rich-13.3.3.tar.gz", hash = "sha256:dc84400a9d842b3a9c5ff74addd8eb798d155f36c1c91303888e0a66850d2a15"},
+    {file = "rich-13.3.4-py3-none-any.whl", hash = "sha256:22b74cae0278fd5086ff44144d3813be1cedc9115bdfabbfefd86400cb88b20a"},
+    {file = "rich-13.3.4.tar.gz", hash = "sha256:b5d573e13605423ec80bdd0cd5f8541f7844a0e71a13f74cf454ccb2f490708b"},
 ]

 [package.dependencies]
@ -6675,49 +6691,57 @@ transformers = ">=4.6.0,<5.0.0"

 [[package]]
 name = "sentencepiece"
-version = "0.1.97"
+version = "0.1.98"
 description = "SentencePiece python wrapper"
 category = "main"
 optional = false
 python-versions = "*"
 files = [
-    {file = "sentencepiece-0.1.97-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6f249c8f1852893be86eae66b19d522c5fb30bbad4fe2d1b07f06fdc86e1907e"},
-    {file = "sentencepiece-0.1.97-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:09e1bc53178de70c557a9ba4fece07364b4416ce3d36570726b3372b68aea135"},
-    {file = "sentencepiece-0.1.97-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:667193c57fb48b238be7e3d7636cfc8da56cb5bac5559d8f0b647334e1175be8"},
-    {file = "sentencepiece-0.1.97-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2780531985af79c6163f63d4f200fec8a28b70b6768d2c19f70d01568a4524e8"},
-    {file = "sentencepiece-0.1.97-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:205050670c53ef9015e2a98cce3934bfbcf0aafaa14caa0c618dd5667bc217ee"},
-    {file = "sentencepiece-0.1.97-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:28b183dadef8e8b6b4645c1c20692d7be0a13ecc3ec1a07b3885c8905516675f"},
-    {file = "sentencepiece-0.1.97-cp310-cp310-win32.whl", hash = "sha256:ee3c9dbd558d8d85bb1617087b86df6ea2b856a528669630ce6cedeb4353b823"},
-    {file = "sentencepiece-0.1.97-cp310-cp310-win_amd64.whl", hash = "sha256:f7dc55379e2f7dee86537180283db2e5f8418c6825fdd2fe436c724eb5604c05"},
-    {file = "sentencepiece-0.1.97-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:ba1b4154f9144c5a7528b00aff5cffaa1a896a1c6ca53ca78b6e74cd2dae5244"},
-    {file = "sentencepiece-0.1.97-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ac3d90aee5581e55d029d124ac11b6ae2fbae0817863b664b2f2302e966ababb"},
-    {file = "sentencepiece-0.1.97-cp36-cp36m-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1c27400f1ac46518a01c87cb7703650e4e48728649feb115d2e3f1102a946a42"},
-    {file = "sentencepiece-0.1.97-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c6e12a166eba75994ca749aadc4a5056b91b31405f805d6de6e8914cc9741c60"},
-    {file = "sentencepiece-0.1.97-cp36-cp36m-win32.whl", hash = "sha256:ed85dff5c0a9b3dd1a414c7e1119f2a19e863fc3f81da525bf7f885ebc883de0"},
-    {file = "sentencepiece-0.1.97-cp36-cp36m-win_amd64.whl", hash = "sha256:91a19ab6f40ffbae6d6127119953d2c6a85e93d734953dbc8629fde0d21ace66"},
-    {file = "sentencepiece-0.1.97-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:bae580e4a35a9314ff49561ac7c06574fe6afc71b821ed6bb00534e571458156"},
-    {file = "sentencepiece-0.1.97-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4ad7262e7530c683b186672b5dd0082f82719a50a500a8cfbc4bbd7cde5bff8c"},
-    {file = "sentencepiece-0.1.97-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:620cee35279720016735a7c7103cddbd9b84fe5e2f098bd5e673834d69fee2b8"},
-    {file = "sentencepiece-0.1.97-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:93b921b59914c0ec6697e8c6d5e6b44d99d1298fb1a0af56980a79ade0540c19"},
-    {file = "sentencepiece-0.1.97-cp37-cp37m-win32.whl", hash = "sha256:9b9a4c44a31d5f47616e9568dcf31e029b0bfa776e0a252c0b59247881598b09"},
-    {file = "sentencepiece-0.1.97-cp37-cp37m-win_amd64.whl", hash = "sha256:f31533cdacced56219e239d3459a003ece35116920dd64b2309d4ad047b77644"},
-    {file = "sentencepiece-0.1.97-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:7d643c01d1cad13b9206a276bbe5bc1a468e3d7cf6a26bde7783f945277f859d"},
-    {file = "sentencepiece-0.1.97-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:542f1985b1ee279a92bef7740ec0781452372028ce01e15aa88df3228b197ba3"},
-    {file = "sentencepiece-0.1.97-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:93701da21fea906dd244bf88cdbe640385a89c45d3c1812b76dbadf8782cdbcd"},
-    {file = "sentencepiece-0.1.97-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a51514047b964047b7fadb480d88a5e0f72c02f6ca1ba96258fbbc6e79274a94"},
-    {file = "sentencepiece-0.1.97-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e3ae2e9b7a5b6f2aa64ec9240b0c185dabe597d0e787dc4344acfbaef1ffe0b2"},
-    {file = "sentencepiece-0.1.97-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:923ee4af16dbae1f2ab358ed09f8a0eb89e40a8198a8b343bf54181482342721"},
-    {file = "sentencepiece-0.1.97-cp38-cp38-win32.whl", hash = "sha256:fa6f2b88850b5fae3a05053658824cf9f147c8e3c3b40eb64539a976c83d8a24"},
-    {file = "sentencepiece-0.1.97-cp38-cp38-win_amd64.whl", hash = "sha256:5137ff0d0b1cc574751d178650ef800ff8d90bf21eb9f71e9567d4a0548940a5"},
-    {file = "sentencepiece-0.1.97-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:f92876271a10494671431ad955bff2d6f8ea59baaf957f5ae5946aff56dfcb90"},
-    {file = "sentencepiece-0.1.97-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:35c227b6d55e473033db7e0ecc51b1e99e6ed7607cc08602fb5768132543c81d"},
-    {file = "sentencepiece-0.1.97-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:1706a8a8188f7b3d4b7922db9bb00c64c4e16ee68ab4caaae79f55b3e18748c7"},
-    {file = "sentencepiece-0.1.97-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ce61efc1862ccb18856c4aabbd930e13d5bfbb4b09b4f111081ac53a9dc62275"},
-    {file = "sentencepiece-0.1.97-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a78c03800ef9f02d320e0159f5768b15357f3e9ebea545c9c4ba7928ba8ba254"},
-    {file = "sentencepiece-0.1.97-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:753b8088fd685ee787d9f54c84275ab347de558c7c4ebc6accb4c35bf7776f20"},
-    {file = "sentencepiece-0.1.97-cp39-cp39-win32.whl", hash = "sha256:24306fd86031c17a1a6ae92671e76a350390a3140a65620bc2843dad7db24e2a"},
-    {file = "sentencepiece-0.1.97-cp39-cp39-win_amd64.whl", hash = "sha256:c6641d0b7acec61fde5881ea6ebe098c169557ac9aa3bdabdf124eab5a5592bb"},
-    {file = "sentencepiece-0.1.97.tar.gz", hash = "sha256:c901305e0a710bbcd296f66d79e96f744e6e175b29812bd5178318437d4e1f6c"},
+    {file = "sentencepiece-0.1.98-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:1daf0a79cd953e4830746c41e92b98a2f2e9e5ec0e90a9447aa10350e11bd027"},
+    {file = "sentencepiece-0.1.98-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:57911445fc91c80d59552adf8a749af9205458920a7328f3bd7d51308658bcd9"},
+    {file = "sentencepiece-0.1.98-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:3f9239785849ed1f55a825bcc282bef1a6073f7431cc535bdc658a94873652ea"},
+    {file = "sentencepiece-0.1.98-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:467740ef8af170e5b6cfe22c272114ed930c899c297619ac7a2ac463a13bdbac"},
+    {file = "sentencepiece-0.1.98-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9b6f0b9ffb601e2699e265f3f20c353ec9a661e4b5f0cff08ad6c9909c0ae43e"},
+    {file = "sentencepiece-0.1.98-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6150ba525fac4fda76f5c4777ae300597e70cef739ed2a47cea02ff81a88873f"},
+    {file = "sentencepiece-0.1.98-cp310-cp310-win32.whl", hash = "sha256:58ca96d73ea0e5575e3f6a9524449c673d62e6ecee3b2ddd5bfb4f49cb315c0a"},
+    {file = "sentencepiece-0.1.98-cp310-cp310-win_amd64.whl", hash = "sha256:8abe5c4c034e497e69f485dcd2c0e6bc87bf0498ad5aef5f539a7d0f9eae6275"},
+    {file = "sentencepiece-0.1.98-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:b6ed62f89c0bd25cec39a7075f6b9354fe4c240ed964e63009d77efcf29c34e9"},
+    {file = "sentencepiece-0.1.98-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:2c2d9a74986d3716dc6961e9dbae7a3b25bb1260118f098545fd963ae23252c1"},
+    {file = "sentencepiece-0.1.98-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7f7dc2fc175623529fb60a2799748f8877cd48c4541b32cd97b8523465e88b69"},
+    {file = "sentencepiece-0.1.98-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:64e32c55d04a2e21f0c2fda1b7a3dd108133ebfb8616b52896916bb30e4352ed"},
+    {file = "sentencepiece-0.1.98-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:443f32e94b18571231b02a51be173686114b5556b5edfcbf347fb63e7bd5ddc6"},
+    {file = "sentencepiece-0.1.98-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:558a373a8660bdff299d6c133c2a4f4fb0875e9e6fafe225b8080ecce8a405f9"},
+    {file = "sentencepiece-0.1.98-cp311-cp311-win32.whl", hash = "sha256:fcf100268cefe1774794b18cbaf3065e2bf988f168a387973eb1260d51198795"},
+    {file = "sentencepiece-0.1.98-cp311-cp311-win_amd64.whl", hash = "sha256:05b4eecbece0606883cd81ed86bb3c619680bb570b997b236533ec854d64a575"},
+    {file = "sentencepiece-0.1.98-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:35af00f5103a4779694fedea41b6e24947a9ed81166efe63864ab1e781d70a66"},
+    {file = "sentencepiece-0.1.98-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2766cd708e9fc2b5b9784a990a8b303b9e0b9a69fa482616fe86fa538daa1756"},
+    {file = "sentencepiece-0.1.98-cp36-cp36m-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b2531c0e9cc8cd404fabd856d80d695b373371c00f1fce29c06f41f3f7429d87"},
+    {file = "sentencepiece-0.1.98-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ffcc78e80c55eab67ee3439ade493607a4e37e1f0b82b168ead3debf9eaeaabe"},
+    {file = "sentencepiece-0.1.98-cp36-cp36m-win32.whl", hash = "sha256:ef384b31ec7a06a9a6aba42e68435f3f3b38809aa65559ede3658cdd446a562c"},
+    {file = "sentencepiece-0.1.98-cp36-cp36m-win_amd64.whl", hash = "sha256:e7a828f1fe2e51d2d9e5e9b3283d4006f1891efb02a3d9303ed39ddafdd9c864"},
+    {file = "sentencepiece-0.1.98-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:8663be00a68098f85d6cda1f7041a27de05c320e433fa730ecb1156a8304f21c"},
+    {file = "sentencepiece-0.1.98-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:daf05611089a075b78d353720ccc3a09a78e0846332cff0cc78fda8b2383626a"},
+    {file = "sentencepiece-0.1.98-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:11f410cc7eeb3e1cfa8d92d128b568e5dc7829b7904b164499fd0209316ec2fa"},
+    {file = "sentencepiece-0.1.98-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c5ea8fb2c68073fe25a08a178eed269ed382fba074ff2ba4de72f0f56d86630e"},
+    {file = "sentencepiece-0.1.98-cp37-cp37m-win32.whl", hash = "sha256:fa13a125417d28e84fbdebcaf6aa115e4177d3e93aa66b857a42e7179f515b88"},
+    {file = "sentencepiece-0.1.98-cp37-cp37m-win_amd64.whl", hash = "sha256:e54aa70b574eee895d184072d84e62824f404821e551a82c619c5d4320a93834"},
+    {file = "sentencepiece-0.1.98-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:515a971c2a157647ca0e60ce3c435f4b43cd5c9f5862159cfefa0b5b4d46d3c3"},
+    {file = "sentencepiece-0.1.98-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:c23c3a562221bc40eaae42428fcd8e607e0f084ea8aa968ba3f1a7d0ea975807"},
+    {file = "sentencepiece-0.1.98-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:c067ba22be8edc699f6365e01ec15046bf3563dbabfdc052ecc88e581b675cba"},
+    {file = "sentencepiece-0.1.98-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:12c913493d6ebac86ee7ae109e368522a5a365a7b150d4d8cf845599262d2b21"},
+    {file = "sentencepiece-0.1.98-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:720f827dc69ee24951ea4f51b9fb69cc56890a7190fc52c2c0da2545caab1760"},
+    {file = "sentencepiece-0.1.98-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:918b4caf18b2f73c302c4e197d1c2dafba39eb143d16b4590930b45f15042fdd"},
+    {file = "sentencepiece-0.1.98-cp38-cp38-win32.whl", hash = "sha256:2d50edfc4649a1566b64f1a8402cd607e1893bf8e368732337d83f00df62d3fa"},
+    {file = "sentencepiece-0.1.98-cp38-cp38-win_amd64.whl", hash = "sha256:7425b727c3d6b3b7bad0005a3be316078b254180b712d73955ff08cae3f6a385"},
+    {file = "sentencepiece-0.1.98-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:00b2becbd7b98905a6de9695cf8682abe0d510ab0198e23c7d86fb2b793b6ae0"},
+    {file = "sentencepiece-0.1.98-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:7f71c4bdedb797052fb2ccad0871c2409bf6f812cb6b651917c55f9e8eced07f"},
+    {file = "sentencepiece-0.1.98-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:7287461d2346f530928ab187f0834cb15ddfbc4553592cacdcb6470364739ec6"},
+    {file = "sentencepiece-0.1.98-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:472ad943eaffcb6871ece56c7850388e7b8722f520ba73c93e7a6ef965453221"},
+    {file = "sentencepiece-0.1.98-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4b7e23aaf9d5afd91ca13550968bd17f0c17b0966823188ad2a50c51544cf8ed"},
+    {file = "sentencepiece-0.1.98-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b0ce9efc790c209cce2463058855dceb21438213d2ff13cb5a565d52a7efe25"},
+    {file = "sentencepiece-0.1.98-cp39-cp39-win32.whl", hash = "sha256:8b50cbe8e46204eff7aa5a663af5652c45e7807aa560d08e5f5b10c60e795a49"},
+    {file = "sentencepiece-0.1.98-cp39-cp39-win_amd64.whl", hash = "sha256:14841bd2a3d77c4dbba58f02488c374866551e428d755e8d473d82325a0a94f3"},
+    {file = "sentencepiece-0.1.98.tar.gz", hash = "sha256:947cf0a4b8a480510d560a922f8256f34e93984a86cf870be4d05731f59fb28d"},
 ]

 [[package]]
@ -6809,40 +6833,40 @@ files = [

 [[package]]
 name = "spacy"
-version = "3.5.1"
+version = "3.5.2"
 description = "Industrial-strength Natural Language Processing (NLP) in Python"
 category = "main"
 optional = true
 python-versions = ">=3.6"
 files = [
-    {file = "spacy-3.5.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:428925faf26a7c7a9564431d7a505af7816b22b5c68b240bbe073ae928e9ef36"},
-    {file = "spacy-3.5.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:63bc19f4b5fa5f806698e7d16828cacbfefd0ab44f770e0b2a1a0509dd07f6f9"},
-    {file = "spacy-3.5.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5f5a1073cc7bb9896624682f6a5ab29c2d3d2d935cb36f88b25cbb01f12b57ef"},
-    {file = "spacy-3.5.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bb9af95d1c06e23e89731d61f3fa5f28583684e10bd3d29d9e7bb161ffe02df9"},
-    {file = "spacy-3.5.1-cp310-cp310-win_amd64.whl", hash = "sha256:dec30afd4916cb4f02449ccec94e2f8a3eb929686e9f96bd74f51f4c07d75577"},
-    {file = "spacy-3.5.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:9d2e256c44241b9a2ac3204659891d332d370dfa0e39917254574bc1ffdfb079"},
-    {file = "spacy-3.5.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d337054213f837ae295431a35638bb469c4e4796f6c5ff17d2dd18d545615a0e"},
-    {file = "spacy-3.5.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ab9bbd8e34bfabd506f74d2739c6a4e47c899fd7d3f1648bbffde0c16b8a339d"},
-    {file = "spacy-3.5.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d5ab0e2b406b3953c5975adcc4ac09bdc8fbcb20dd9a2a8ea2774b4d83106c24"},
-    {file = "spacy-3.5.1-cp311-cp311-win_amd64.whl", hash = "sha256:9cbec19e55fcdb6e4be220c6b6335af96c374a7ac76dffb15f9da95c9d39ce62"},
-    {file = "spacy-3.5.1-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f92b590c1c50eb421b6aaa0373b37fbdfb290a130771728e8d06159517cc120d"},
-    {file = "spacy-3.5.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2525bc1ec9e784597365daf245f65b9ca9fd8a25fa96f9c7a6b7bfd5048b87bc"},
-    {file = "spacy-3.5.1-cp36-cp36m-win_amd64.whl", hash = "sha256:e3f113cbf4331052622ec5c27e581751beba5c62e9af2f21d2798db50a41e04c"},
-    {file = "spacy-3.5.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:0c9e93851a210ccc59112243fc74dcac82191383e7654731c2842326f7d1eb1d"},
-    {file = "spacy-3.5.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3ca30de7f82ab97e054a457eeb424060091b609114ebf7c90ef1775cac40fe04"},
-    {file = "spacy-3.5.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3083ccbcc52102bf53ff797233ea90a7d2b01c3853d811272ebc63de0aff4df5"},
-    {file = "spacy-3.5.1-cp37-cp37m-win_amd64.whl", hash = "sha256:1e795b3f85f229ea54ff7f91e15fb5d7afacec5e5fca302dca1bc3224547e4f0"},
-    {file = "spacy-3.5.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:fa47b47142883891252dda54da7a79055cb4e703914a90928c2fbe5bd058f4ed"},
-    {file = "spacy-3.5.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:d92387989fe9c3bebd60faaeb590206e34ca9c421a52460a058ee5050d9fc8c6"},
-    {file = "spacy-3.5.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c1067f7ef0e87341cea2c3187f9b96965f4b0c076a87e22c1aac45ea5586f856"},
-    {file = "spacy-3.5.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6ab781021e896aae4a0f9f0a5424c75fc5d6ef4c20f56fd115e8605484567fd6"},
-    {file = "spacy-3.5.1-cp38-cp38-win_amd64.whl", hash = "sha256:c43b2597649549e84ceda7b658479e28c6e66995ebd9a61e0193b0c0dceffe50"},
-    {file = "spacy-3.5.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9a389f850ab1a3f17e6beb90fd92533bad21a372979496b01a99ae1a9f3e96e3"},
-    {file = "spacy-3.5.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:af8ca295e8381a0273b6543c1389275af98878a43ab70c781630277e49ce978f"},
-    {file = "spacy-3.5.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a62a458c88c296234471fe540fe5d1ec763701d2f556870512143de8559286c0"},
-    {file = "spacy-3.5.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:04ad29a306d1879cafe23e4e8a613046f62d81ceeb70e6fcab3fddb4b0fedf7f"},
-    {file = "spacy-3.5.1-cp39-cp39-win_amd64.whl", hash = "sha256:c4be3508c9b4109afe3e5c7fdf91b9d7153ec2227f24270625caee96651fa9e2"},
-    {file = "spacy-3.5.1.tar.gz", hash = "sha256:811ae1468c58b97fc9aa31187d6b55317784258f0a47ebf69d81cab639e3fa15"},
+    {file = "spacy-3.5.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f5ac232dda9aae44caef639243695702f2e15d78c2b0e05ed6d3368386b61bd9"},
+    {file = "spacy-3.5.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9b7a1b43b778ee8f61dfac34d47b795ee1cf1d8dc26f66c178f5900fca8dd331"},
+    {file = "spacy-3.5.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e8b76dc9a14dc36863828d982354c025a833ee89a763c22bb83ef6ff51da4656"},
+    {file = "spacy-3.5.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1af8aae58c201ebc038be74109b8a88fbc417375122b92c82af4d7373e1dbe76"},
+    {file = "spacy-3.5.2-cp310-cp310-win_amd64.whl", hash = "sha256:ee629cb45e9cb378bb0bce7d740758d1761f04da1e1463c496bddd93a1738c9b"},
+    {file = "spacy-3.5.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:e3f6a44d697e8e8a304fc2ed46f3e9c564ae7b148c0500ad35c56cda285e1b41"},
+    {file = "spacy-3.5.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:eb0b7ddc37ff28ba2e59fc3b88f411d570ac41b64477f56500b4ffdae582d242"},
+    {file = "spacy-3.5.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c5fb40480dd611d31149b6b122c99a22d46e15d6b367da36e41dda73eaaf3036"},
+    {file = "spacy-3.5.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:572d01288e40bb57adf1a41949776e005bb0d3c19e9e830f5718355ac891ba44"},
+    {file = "spacy-3.5.2-cp311-cp311-win_amd64.whl", hash = "sha256:7ac4cde010cd09775f659e57ad005276f4c52657af039769433beefa161e0288"},
+    {file = "spacy-3.5.2-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:52056e71e8e1c35911494493cc3395e0d1fa4a9c7113ffe210424694dc9b7a09"},
+    {file = "spacy-3.5.2-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9d296e80cb69861eaa4fd3f9f7f4be6ac812f6e711e47ee4b61f4c41df0ab2d0"},
+    {file = "spacy-3.5.2-cp36-cp36m-win_amd64.whl", hash = "sha256:97aa6b954964f5bc5d5bb6c12e3de81c053e66c7f5e214d5e4fde8ef467cb2de"},
+    {file = "spacy-3.5.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:ddc1f35289b848a544bc2429497a5b11b0c60c01220efea38dcbe9e2779894c6"},
+    {file = "spacy-3.5.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6fcdb5005230af1dd269b19b41af25c657b88932b2b371be63321e079c9f04c8"},
+    {file = "spacy-3.5.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a2bf6a44e5a87fa4a8be57cd31494609af2bc9d249a2f477d00ea8f279b59751"},
+    {file = "spacy-3.5.2-cp37-cp37m-win_amd64.whl", hash = "sha256:f4f8c5e070bef0e4cd897d0c2f54e78bd386e83afd1147221ca22ca1c3a1eea1"},
+    {file = "spacy-3.5.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:655a2a19065a129468b47a3d56e96e8404e952f6219d42f3248e6075a0e43eaa"},
+    {file = "spacy-3.5.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:dcd10594641306cd697540fa68ea24aa5400556f113aa229834e803f7d8fb9cf"},
+    {file = "spacy-3.5.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:728d84a2d47d53a54a05934790ff089d8ff09982ba5ada5ab3fd89c70fc1db63"},
+    {file = "spacy-3.5.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a3b06f48231c537fd05db60d050baaecbdf4322a8cc58cb540787ce8817d3817"},
+    {file = "spacy-3.5.2-cp38-cp38-win_amd64.whl", hash = "sha256:4f1c1c1283da6c8206e06adc459a96abf9e3515b3c8e08e4ff722a80c5692d6f"},
+    {file = "spacy-3.5.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:8ecdba339249873d7f70af5da075aaac0acc15dd93db4167c4a0514a5219e2c2"},
+    {file = "spacy-3.5.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:9eb26967fd66e756ba3c90f61d3803de845255b6a0b7a08a5b4e044d9b02029d"},
+    {file = "spacy-3.5.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2b1a4ed3ece6d763415e596ac312e1f6870171e557b6d26daf35a0206cb76f2a"},
+    {file = "spacy-3.5.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a168f76105c21dc4aab9f2dc9c4b1662f86910cb7799b40dd5aac8840888f017"},
+    {file = "spacy-3.5.2-cp39-cp39-win_amd64.whl", hash = "sha256:f0e687e6f1d40f3ed5f250f7242cf0c1058aa396338c341fa595700b57410f43"},
+    {file = "spacy-3.5.2.tar.gz", hash = "sha256:22c1ffaab285b7477003d4b5b038414cc32468a690d479015b9a698c531c813b"},
 ]

 [package.dependencies]
@ -6869,24 +6893,24 @@ wasabi = ">=0.9.1,<1.2.0"

 [package.extras]
 apple = ["thinc-apple-ops (>=0.1.0.dev0,<1.0.0)"]
-cuda = ["cupy (>=5.0.0b4,<12.0.0)"]
-cuda-autodetect = ["cupy-wheel (>=11.0.0,<12.0.0)"]
-cuda100 = ["cupy-cuda100 (>=5.0.0b4,<12.0.0)"]
-cuda101 = ["cupy-cuda101 (>=5.0.0b4,<12.0.0)"]
-cuda102 = ["cupy-cuda102 (>=5.0.0b4,<12.0.0)"]
-cuda110 = ["cupy-cuda110 (>=5.0.0b4,<12.0.0)"]
-cuda111 = ["cupy-cuda111 (>=5.0.0b4,<12.0.0)"]
-cuda112 = ["cupy-cuda112 (>=5.0.0b4,<12.0.0)"]
-cuda113 = ["cupy-cuda113 (>=5.0.0b4,<12.0.0)"]
-cuda114 = ["cupy-cuda114 (>=5.0.0b4,<12.0.0)"]
-cuda115 = ["cupy-cuda115 (>=5.0.0b4,<12.0.0)"]
-cuda116 = ["cupy-cuda116 (>=5.0.0b4,<12.0.0)"]
-cuda117 = ["cupy-cuda117 (>=5.0.0b4,<12.0.0)"]
-cuda11x = ["cupy-cuda11x (>=11.0.0,<12.0.0)"]
-cuda80 = ["cupy-cuda80 (>=5.0.0b4,<12.0.0)"]
-cuda90 = ["cupy-cuda90 (>=5.0.0b4,<12.0.0)"]
-cuda91 = ["cupy-cuda91 (>=5.0.0b4,<12.0.0)"]
-cuda92 = ["cupy-cuda92 (>=5.0.0b4,<12.0.0)"]
+cuda = ["cupy (>=5.0.0b4,<13.0.0)"]
+cuda-autodetect = ["cupy-wheel (>=11.0.0,<13.0.0)"]
+cuda100 = ["cupy-cuda100 (>=5.0.0b4,<13.0.0)"]
+cuda101 = ["cupy-cuda101 (>=5.0.0b4,<13.0.0)"]
+cuda102 = ["cupy-cuda102 (>=5.0.0b4,<13.0.0)"]
+cuda110 = ["cupy-cuda110 (>=5.0.0b4,<13.0.0)"]
+cuda111 = ["cupy-cuda111 (>=5.0.0b4,<13.0.0)"]
+cuda112 = ["cupy-cuda112 (>=5.0.0b4,<13.0.0)"]
+cuda113 = ["cupy-cuda113 (>=5.0.0b4,<13.0.0)"]
+cuda114 = ["cupy-cuda114 (>=5.0.0b4,<13.0.0)"]
+cuda115 = ["cupy-cuda115 (>=5.0.0b4,<13.0.0)"]
+cuda116 = ["cupy-cuda116 (>=5.0.0b4,<13.0.0)"]
+cuda117 = ["cupy-cuda117 (>=5.0.0b4,<13.0.0)"]
+cuda11x = ["cupy-cuda11x (>=11.0.0,<13.0.0)"]
+cuda80 = ["cupy-cuda80 (>=5.0.0b4,<13.0.0)"]
+cuda90 = ["cupy-cuda90 (>=5.0.0b4,<13.0.0)"]
+cuda91 = ["cupy-cuda91 (>=5.0.0b4,<13.0.0)"]
+cuda92 = ["cupy-cuda92 (>=5.0.0b4,<13.0.0)"]
 ja = ["sudachidict-core (>=20211220)", "sudachipy (>=0.5.2,!=0.6.1)"]
 ko = ["natto-py (>=0.9.0)"]
 lookups = ["spacy-lookups-data (>=1.0.3,<1.1.0)"]
@ -7234,7 +7258,7 @@ files = [
 ]

 [package.dependencies]
-greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"}
+greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and platform_machine == \"aarch64\" or python_version >= \"3\" and platform_machine == \"ppc64le\" or python_version >= \"3\" and platform_machine == \"x86_64\" or python_version >= \"3\" and platform_machine == \"amd64\" or python_version >= \"3\" and platform_machine == \"AMD64\" or python_version >= \"3\" and platform_machine == \"win32\" or python_version >= \"3\" and platform_machine == \"WIN32\""}

 [package.extras]
 aiomysql = ["aiomysql", "greenlet (!=0.4.17)"]
@ -8096,14 +8120,14 @@ test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.

 [[package]]
 name = "types-pyopenssl"
-version = "23.1.0.1"
+version = "23.1.0.2"
 description = "Typing stubs for pyOpenSSL"
 category = "dev"
 optional = false
 python-versions = "*"
 files = [
-    {file = "types-pyOpenSSL-23.1.0.1.tar.gz", hash = "sha256:59044283c475eaa5a29b36a903c123d52bdf4a7e012f0a1ca0e41115b99216da"},
-    {file = "types_pyOpenSSL-23.1.0.1-py3-none-any.whl", hash = "sha256:ac7fbc240930c2f9a1cbd2d04f9cb14ad0f15b0ad8d6528732a83747b1b2086e"},
+    {file = "types-pyOpenSSL-23.1.0.2.tar.gz", hash = "sha256:20b80971b86240e8432a1832bd8124cea49c3088c7bfc77dfd23be27ffe4a517"},
+    {file = "types_pyOpenSSL-23.1.0.2-py3-none-any.whl", hash = "sha256:b050641aeff6dfebf231ad719bdac12d53b8ee818d4afb67b886333484629957"},
 ]

 [package.dependencies]
@ -9002,13 +9026,13 @@ cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\
 cffi = ["cffi (>=1.11)"]

 [extras]
-all = ["anthropic", "cohere", "openai", "nlpcloud", "huggingface_hub", "jina", "manifest-ml", "elasticsearch", "opensearch-py", "google-search-results", "faiss-cpu", "sentence-transformers", "transformers", "spacy", "nltk", "wikipedia", "beautifulsoup4", "tiktoken", "torch", "jinja2", "pinecone-client", "pinecone-text", "weaviate-client", "redis", "google-api-python-client", "wolframalpha", "qdrant-client", "tensorflow-text", "pypdf", "networkx", "nomic", "aleph-alpha-client", "deeplake", "pgvector", "psycopg2-binary", "pyowm"]
+all = ["aleph-alpha-client", "anthropic", "beautifulsoup4", "cohere", "deeplake", "elasticsearch", "faiss-cpu", "google-api-python-client", "google-search-results", "huggingface_hub", "jina", "jinja2", "manifest-ml", "networkx", "nlpcloud", "nltk", "nomic", "openai", "opensearch-py", "pgvector", "pinecone-client", "pinecone-text", "psycopg2-binary", "pyowm", "pypdf", "qdrant-client", "redis", "sentence-transformers", "spacy", "tensorflow-text", "tiktoken", "torch", "transformers", "weaviate-client", "wikipedia", "wolframalpha"]
 cohere = ["cohere"]
-llms = ["anthropic", "cohere", "openai", "nlpcloud", "huggingface_hub", "manifest-ml", "torch", "transformers"]
+llms = ["anthropic", "cohere", "huggingface_hub", "manifest-ml", "nlpcloud", "openai", "torch", "transformers"]
 openai = ["openai"]
 qdrant = ["qdrant-client"]

 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8.1,<4.0"
-content-hash = "26b1bbfbc3a228b892b2466af3561b799238a6d379853d325dc3c798776df0d8"
+content-hash = "3c8488864a754852fdec3e56dd5630ed73852ec2120a94cfe22537c075901b24"
--- a/pyproject.toml
+++ b/pyproject.toml
@ -104,6 +104,9 @@ deeplake = "^3.2.21"
 torch = "^1.0.0"
 chromadb = "^0.3.21"
 tiktoken = "^0.3.3"
+python-dotenv = "^1.0.0"
+gptcache = "^0.1.9"
+promptlayer = "^0.1.80"

 [tool.poetry.group.lint.dependencies]
 ruff = "^0.0.249"
--- a/tests/README.md
+++ b/tests/README.md
@ -39,6 +39,11 @@ cd tests/integration_tests/vectorstores/docker-compose
 docker-compose -f elasticsearch.yml up
 ```

+### Prepare environment variables for local testing:
+
+- copy `tests/.env.example` to `tests/.env`
+- set variables in `tests/.env` file, e.g `OPENAI_API_KEY`
+
 Additionally, it's important to note that some integration tests may require certain
 environment variables to be set, such as `OPENAI_API_KEY`. Be sure to set any required
 environment variables before running the tests to ensure they run correctly.
@ -54,7 +59,9 @@ cassettes. You can use the --vcr-record=none command-line option to disable reco
 new cassettes. Here's an example:

 ```bash
+pytest --log-cli-level=10 tests/integration_tests/vectorstores/test_pinecone.py --vcr-record=none
 pytest tests/integration_tests/vectorstores/test_elasticsearch.py --vcr-record=none
+
 ```

 ### Run some tests with coverage:
--- a/tests/integration_tests/.env.example
+++ b/tests/integration_tests/.env.example
@ -0,0 +1,9 @@
+# openai
+# your api key from https://platform.openai.com/account/api-keys
+OPENAI_API_KEY=
+
+# pinecone
+# your api key from left menu "API Keys" in https://app.pinecone.io
+PINECONE_API_KEY=your_pinecone_api_key_here
+# your pinecone environment from left menu "API Keys" in https://app.pinecone.io
+PINECONE_ENVIRONMENT=us-west4-gcp
--- a/tests/integration_tests/conftest.py
+++ b/tests/integration_tests/conftest.py
@ -1,10 +1,31 @@
 import os
+from pathlib import Path

 import pytest

 # Getting the absolute path of the current file's directory
 ABS_PATH = os.path.dirname(os.path.abspath(__file__))

+# Getting the absolute path of the project's root directory
+PROJECT_DIR = os.path.abspath(os.path.join(ABS_PATH, os.pardir, os.pardir))
+
+
+# Loading the .env file if it exists
+def _load_env() -> None:
+    dotenv_path = os.path.join(PROJECT_DIR, "tests", "integration_tests", ".env")
+    if os.path.exists(dotenv_path):
+        from dotenv import load_dotenv
+
+        load_dotenv(dotenv_path)
+
+
+_load_env()
+
+
+@pytest.fixture(scope="module")
+def test_dir() -> Path:
+    return Path(os.path.join(PROJECT_DIR, "tests", "integration_tests"))
+

 # This fixture returns a string containing the path to the cassette directory for the
 # current module
@ -15,18 +36,3 @@ def vcr_cassette_dir(request: pytest.FixtureRequest) -> str:
        "cassettes",
        os.path.basename(request.module.__file__).replace(".py", ""),
    )
-
-
-# This fixture returns a dictionary containing filter_headers options
-# for replacing certain headers with dummy values during cassette playback
-# Specifically, it replaces the authorization header with a dummy value to
-# prevent sensitive data from being recorded in the cassette.
-@pytest.fixture(scope="module")
-def vcr_config() -> dict:
-    return {
-        "filter_headers": [
-            ("authorization", "authorization-DUMMY"),
-            ("X-OpenAI-Client-User-Agent", "X-OpenAI-Client-User-Agent-DUMMY"),
-            ("User-Agent", "User-Agent-DUMMY"),
-        ],
-    }
--- a/tests/integration_tests/vectorstores/cassettes/test_pinecone/TestPinecone.test_from_texts.yaml
+++ b/tests/integration_tests/vectorstores/cassettes/test_pinecone/TestPinecone.test_from_texts.yaml
@ -0,0 +1,489 @@
+interactions:
+- request:
+    body: '{"input": [[831, 677, 31172, 220, 19, 370, 10718, 830, 1484, 762, 3443,
+      22, 6043, 2437, 68, 22874, 346, 22, 65, 21, 68, 1927, 712, 2689], [2059, 7341,
+      527, 264, 1912, 315, 658, 10753, 677, 81, 3581, 7795, 32971, 555, 264, 7558,
+      321, 351, 61798, 30535, 11, 4330, 311, 8254, 342, 484, 1776, 1220, 389, 279,
+      11314, 315, 279, 2010, 11, 323, 281, 1279, 278, 66079, 430, 527, 539, 75754,
+      311, 279, 2010, 13, 18766, 61535, 527, 21771, 2949, 279, 1206, 1037, 24082,
+      613, 318, 269, 4055, 320, 269, 24082, 613, 3893, 8, 323, 527, 279, 13219, 1912,
+      311, 279, 426, 4428, 42877, 320, 66243, 323, 24890, 570, 4427, 8336, 13334,
+      279, 4751, 330, 939, 847, 1, 439, 459, 42887, 5699, 2737, 69918, 3697, 315,
+      921, 2159, 14172, 339, 9891, 320, 11707, 321, 351, 61798, 7795, 8, 449, 264,
+      44892, 12970, 79612, 11, 1778, 439, 6409, 65, 86815, 82, 323, 53265, 582, 276,
+      17323, 13, 61536, 12970, 523, 2159, 14172, 27520, 598, 1778, 439, 2493, 5670,
+      301, 1815, 323, 25227, 3205, 355, 1176, 9922, 304, 279, 60434, 1122, 26572,
+      320, 19391, 12, 19192, 11583, 705, 3582, 1063, 31376, 1534, 523, 2159, 14172,
+      339, 8503, 12970, 29505, 527, 439, 2362, 439, 279, 36931, 31137, 869, 12734,
+      320, 21209, 12, 14870, 11583, 570, 578, 24417, 6617, 61535, 320, 9697, 613,
+      5493, 8, 527, 3967, 505, 279, 23591, 84474, 11, 922, 220, 1049, 11583, 13, 220,
+      71923, 2134, 304, 1404, 505, 279, 2678, 50561, 74265, 939, 847, 320, 36, 14046,
+      2985, 46109, 281, 5515, 72, 705, 264, 5655, 9581, 9606, 430, 374, 1193, 220,
+      1114, 2960, 86366, 417, 320, 21, 13, 22, 304, 8, 304, 3160, 11, 311, 279, 51119,
+      44892, 320, 73262, 2910, 77152, 3666, 355, 705, 279, 7928, 7795, 304, 279, 1917,
+      11, 902, 25501, 13489, 220, 717, 37356, 320, 1272, 10702, 8, 304, 3160, 13,
+      2435, 527, 1766, 304, 682, 52840, 323, 527, 4279, 311, 43957, 709, 311, 220,
+      17, 11, 931, 37356, 320, 21, 11, 5067, 10702, 570, 2435, 8965, 656, 539, 3974,
+      304, 80744, 11, 8051, 1070, 527, 264, 2478, 3967, 20157, 11, 1778, 439, 279,
+      17231, 44892, 323, 279, 15140, 44892, 11, 902, 649, 387, 1766, 304, 2225, 67329,
+      977, 323, 80744, 8032, 18, 60, 71923, 617, 264, 18702, 315, 2761, 14991, 294,
+      4351, 645, 430, 36236, 872, 6930, 505, 5674, 323, 79383, 304, 5369, 311, 18899,
+      872, 15962, 30295, 13, 2435, 617, 12387, 7437, 315, 8454, 481, 18311, 13, 220,
+      26778, 9606, 527, 72627, 56217, 11, 902, 527, 44304, 430, 527, 520, 279, 1948,
+      315, 872, 3691, 8957, 13, 8593, 10507, 2997, 279, 52835, 44892, 11, 6437, 44892,
+      11, 2294, 4251, 44892, 11, 296, 29886, 44892, 11, 270, 86524, 44892, 11, 323,
+      24354, 2025, 44892, 13, 220, 71923, 527, 10791, 555, 12966, 369, 44892, 13339,
+      477, 44892, 1913, 19724, 13, 9176, 44892, 22673, 527, 21699, 555, 3823, 7640,
+      13, 8876, 220, 4468, 15, 11, 44892, 22673, 617, 1027, 11293, 555, 220, 6028,
+      13689, 10213, 505, 927, 69, 11218, 13]], "encoding_format": "base64"}'
+    headers:
+      Accept:
+      - '*/*'
+      Accept-Encoding:
+      - gzip, deflate
+      Connection:
+      - keep-alive
+      Content-Length:
+      - '2798'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - User-Agent-DUMMY
+      X-OpenAI-Client-User-Agent:
+      - X-OpenAI-Client-User-Agent-DUMMY
+      authorization:
+      - authorization-DUMMY
+    method: POST
+    uri: https://api.openai.com/v1/engines/text-embedding-ada-002/embeddings
+  response:
+    body:
+      string: !!binary |
+        H4sIAAAAAAAAA5x6SfOCPLfn/n6Kp94tt0oEJOHdManIkCDg1CtARFBAhiSQW/3du/R/q7u6qle9
+        cQGoIZzzmw7/9R///POvLquLfPrXv//517sap3/95/fYPZ3Sf/37n//xH//8888///X7/L+uLJqs
+        uN+rtvxd/jtZtfdi/te//xH/95H/c9G///nXGq/29CCdT9myjY4I5mtrpr6cN9lihJ9EBeJlpLgU
+        pmHpKmcH9VrYUWz4RT2nOijUhxUesD7Jcj2tA/MFHzG5IPb5hDVzHu0CwHMMMda2B29xM7sB/Uaq
+        sWNcZsD2+c6E6RFSpFZ3H8x77dyBSbsM1KezyMlnnCToq0KD9yHAgO9mVmjXp82p/SCyx3mMerDd
+        4Ab5q37IZuJlI3zJPiWV0PXWZCxLCmuJzQhc9mtAI5ghQLJX/V0fq0egYBPSofHoAWHAeSAbLxiM
+        RwcHj7kB8xi2ZyjNU4ed++XDF3H9IHAaH5ioPX4CdspdEzjXJKVutGjZmx76M9zuHJsGrdLFlLu3
+        BfZ9tCFMq1qLw2A2IQ8SjxoGI9bCSDKCMnnVpLGtLWf5nSmavBIuGJUVHVg/iApEWlsh8ECXbCHv
+        LoHV2zzQfSe+sl6aIYRm44hYf1bYWpI3FYFWNT7249MIZm+1K+GVLjpZU+hYs7GoVzgO7hrvZvOe
+        0WoHS2icoo7uP6EYc2w0Kojvr4hGKzv1SHTpEnVMoxtFpfAYeLaTKijrsk1WilxZ33rx4Uupn0S4
+        7oxh3opVpO4uyohjersOY5h7FRxH60iWtEus5VneEIA1QNSPZwj4lj8lDXKzJ2Ibva05UpwSGs07
+        wsZGftaLHXYJbN3jhtqmZg6iIL4iiECa0ADPLpcOuQbVRtkNGF8FWk/iSRZgtVbfWD/uam/OdsgG
+        UignFL+YPfATjHyYLdc3Tsl5G/MUXkd4O5YzNgXtXPNACF7QOL9TNC8+s2huDCmgsGiJ2N66eqp0
+        RYDh5IpIyD8nj/bOcIUfpzoS5VbgWKbHYgEuWPfUuRU4W4bxnUB/WLt4VzZztlwz/aU57krA/kOB
+        MXfUUQSq6QpkylYUTFI4JsqRPBDWj/JqmErvMYKwsK5I8IOP9dsvAIzIxS45v7NpdStGYMtmR11z
+        0DiddnOp0Vx/4qsRkmwWAt0Gv/U+C1/ypjEIbOBsECHy6XDm9Gq8rjCeGhfrwe5tjY/aMlfMe1k0
+        t1AQs/WyVsByP2eE77rOmmvzI6r7blHwDw+4cm6vkAmfN/XpKuPsclevgGr8Rv2sPnL2rN0Kuunq
+        jBaV0oHFNSpVED+u5PMZy5itp57BYn1/YJNIF+vDkAghm+YDxXOcWPN4GM6gdyqDojzphrnc+Q1M
+        9M8a7xL3HTOU2zpUzbePw0nIvDmUQldDbqnj2+KQ/36+pTXuqXMPd5k8+54Dx8FZY6w9bx6z77IC
+        vbRi2K5hYU2hlrjqLAwnInSB8T2/UtVWjT8YJcHe4iZzGli/iz1R1fMznt0NV+H+ECCy9M+xblv3
+        FIIbP37IKmHdQGv3HP36jXS3g8nnTDu6mrwcGmyv2kPNV7Hlgvf1ecPO7b3w8fzMe6hbpY5R/jlZ
+        tLWOoaZyQPBeK+Rsrr0zgWTMVxhP8dl7e4pZquK0GDQod/PwQVLYgU4pb9jPcpQtu0stqu6my/HB
+        KOqMRXegwJVUL2QppMxj+/joQmEdXLFxZ43FkpecwpejrbA+CZlFpFkUoFq1NjUj6WHxzs2ZGk8v
+        FyPlM1msnRoGwZFcCbRQkPW3ok/g9VkbdNc1OPvVKyRZU2ObWRoYV7Opw0h7pTR8Z5+B4OKdgJWl
+        m/jsN5fsr592svoi8v0CwNh3mQsZ+qy/+H3iM40uPsQwKum2ha63HncHW/18RIDka/PMxupRhpqy
+        HM7UPQ8XzobmuUDkxzo+kPMlXszLKMLXmX3oFjZZtviJY4Nn0sR0r4h6NjkrXAJ1DiNqt7duYCZm
+        KWyuqwtS7uM5/uJbCB6ie8f+A72zSU52NvTgscP6nSkeOd9CBOwt2VGrp0ZN4FgmsNyaG7wLLYOP
+        yR2kEIpzj61VefWmEAwROBb3M91dXSvmzLd6WO74hjqTeos/v3o5CUqCwO7VxMvYAwG+z8sN+2y3
+        GhhfpBT2nbCnptD1HlXirQOhQRzsW72W0etuVYKzsVqhIdaXuMnaM4FHzc2//OADAmdQgE112NGd
+        Zt6yLs8dHZJ8c8LOYkA+x/bFh+bFuKJNdRf4qCNH//HfX33OLhiZyh/1DbvpK8p4atQK1LexTtG1
+        mgciMr+B725vYetxy+vlcJoh+PGNEcX3YRlIgUAPrRlb8k2qabZSc9B+bgHejeAGmLJAFZjvMCSi
+        dVvqodj6HXA+H5tERep587JXcjil5IJNNw5q7vIy0So5uBAVDRswWsdnqOKpjfDhrnpxJ4tNBNYP
+        u6b+Y1Y428c3F5qSM+KHk5XWOPZeCTw/VrB32a85q1+LAn1PjtB3v+s52KgqgDZXkWDv2rrva5bD
+        ZscO9Hq8BJyPbrZAOqoaGcAp4kvbawWEkXtGc78l9RyDPoQx2tj4h5fLqQpeUCQ+xj8+n4Qo9jUX
+        yD1apKdTz7eVWwE8Eom67hlnc7WHAhig8fzTJwSsTyOQZtph5K0MzqLHyICMbYvqUzVY8ypKiWru
+        WpdiR+AD62td1774hC16U+oxr20dhoNo0ofm+0O/YsYLOh8kkfdj7dTjPj460G6Bj216a4alrg4N
+        dB3mYCPaijXfBKoJc0PAFDtyaC3rsT+DG48/RHZEki3Vuxbhs7l42AczA+PSXXvwiMcL2QSjE7Pw
+        rKRqbkCMXtDa8K59bVQ44z0n3RyW2XLKjBcMhc1I3fPZyxb6MW2tWhcXbFnefSCP8kjg1BNMd7mo
+        ZoMub20tPVZPBEFuxzS1cgYozFukWbkZ8+uKFzBazR210s60psrOEMxmeCHQ3OiAm+tshBEyFVR9
+        +Yh3brLA07yv8U6/LhmX42330wdE8JNxYHDqGNzvdR3Nb2Gw6EE2XxC5lY6dZxHELH/GjraVzSt1
+        V7qSzTycEgBjc0EjPdmcPZ6RA9Mq1Yg0m/eYv7dmB6RH+UTrC9lby/vdS6r0gBS76HWOJx1QBrRa
+        FZD4iFqLfrZGDyfvBXDgB8AiweUpwqcctNTYstFi6Kwo4DZXH0Ltz8cb2h0w1c0x7LEFvGngQyCY
+        QHlODjpd1v3AquYVwVrZ1xTnrKk52W1MwFGnEUV7d4B19NHDoC8dpC7nOuPEjSN4KoP9n54jZthJ
+        cPDvK2y7Wjlw5ZiHqqMsJSH+bjvwpxUxQLRLRjZrdZvRCzwSLQgOIt4qbpBxvNIgCFR4RouUvi0e
+        yk4DN9E7J4LyCaynhuZcw+guYF1XdIuzeN8DsDgF3nlQ95h9LJm22gYh3Y6PjFNPUSEQzJeNg3g1
+        g5E1XQirJgFE0LaZNxjzBsKCjw98+OIb2d7uCJpNa5LNly+46js9FIPl8NUDT29JbuEITkjXqV/X
+        mNN6azlawcmDGJqw9SQjfJ5hEHgitbOW14s8fkQIlteI3p07x8tCEgSHjRjTu7jzhjk02wRKj11M
+        91pxiZdn5e5grGOZOutin60f+gzVTGw50dqVx2cYOA3UxDmlXp0LGdPorQfgOF4xXm8Hj8NjFv3q
+        lVqLZFmTeChFWEtJjVb252CJ336D3SHb4m3pxhlLrmUI9x+8o9iprEEmu9mE10UevvyzibnBKxHe
+        ayJjHGwv3mTS0IEvZUWRMnMORu/aMzXWA5kaVXr3+OoYRdoJnxekrIs2mwLF1SGwDBdvx2MCGFD2
+        JkiI6eB9N5VgFg+lBC8PdqX7KwjAWD+PDpAXr6G6JsjeJIajBHa3oKBuhWvAVouqqKM6PrBL7h1f
+        6nrJYdPVBrYWqfY4VmZBDVThjDFjes0LK2NgSMMPNdN0sqbSuxBQyZ83ERRZtKad4uvQOXz8n56w
+        aGN0qeq4moBWdrWt2f68qFCX2grbtWcMsoY/6s//0MCrLcDROkRaZTcWAWTTcHbNDzpY7ssHB15d
+        A77xDy4sKtEi7BOU9fwwexFqXE/RInWjtRQ1gLCWzjV5DST++tldB+ttjrGbOmY8J1rmwDlX7ri4
+        7p4Dz502hadwuOND6ojx/NxrBXxuN1uapS8969f9JoefWzohRTAUPmzVtwROj3NPXeFuc9Y0QwSe
+        50tMFjeeBl4ITgO+9f6tZ8pn+SQJELkQYaOIbzXPhEMD922+I/xM24FYGXqBeq2e6OGo0oxc3kSE
+        6dP2qH2JDt7YNj0D0qN6knkjG/UEo5jA87yi6G1B0ZrtWa+gbB4kUn79zYLLwgfj0FpkHa/HYWT0
+        7ihuv1voIXi/wEL7RYBffYsARiAmirx/QUd9lkg94xaMl5eQwuXOPjR4zDs+IzAw+Kgjg+r34FWT
+        9bwuoHV2XkRwssVa6lrN4Z2PFAd5otZknFcQwBic6d55PAFhYy1B05Zc7Hzrly0078AqOY9I0cET
+        8AO8j6qzV3yqByz3fn4JZsbOQlTz/XpWvdAHz5P5JEowpvFaubSiGnhrE/txzr76aFD/8gxUfmJr
+        +PnRKbgAAh/9KRun5hlCNNIdWh1jwZpMKXd+eo/ut6aczQ99A+HrrW6xvfcOg/zxtz28UqbTnO0e
+        w1evqDARlBf2qXKN+4HtbWi+RBMtZozrxc38BoaQFHgrWh8wwduDwMPGL2hQ90a23gSH5ucHqXMw
+        rZhcK/sFvQPaEcmDusU24nuBhy4xv/3nAIbTqIfD4G3p3hFJPCSC94JsOgMaeKsYLHzWIBxT0iIN
+        ZmfrT6/+8qT9tXnGPLbODPZqNOPD7a2DDw3JGc7380C9ej9zfjcqBabWJP/tB4NTuWi6bDF6aPAJ
+        zBLiuUrvp5gIYcYs4me2Dc2dA2lq4okPq2sRbkDkNnjLjhH/8ncP3U2fIzG7+cPiFG0COenX9Nff
+        0y8v2e1VkR5OYxNze50h8Kunr5+PmZPmHfjtRzknpsdj461APxUIRfP24f3yJlWwLzb91Q+XA7VS
+        vv4cLUU6eIu8LgggmXOiX/8QT1pYnTW3r3VsptuyZu2gqfCHp18/DyZTrEP42aRvoikB9vqx58Iv
+        ryBrq3xZtFophVo7W06tb96ynKrtCypmK6K1b53AtF02VwjrDcKtLrJsedcbCOfVvsYWiGaLHdOf
+        /lh7ZG5ieRjMdUZgoB1ef/U56fTaqU2LMFFu7wjMrXca4eIrAbWtiHpLXRkvePRDh96+eDBn+gIh
+        FoySerEeZWRprwgGIH1h/ev3WJybFXw3y5G847K0GKX3Dp6R6qPPoXhmjAxAhRovOvrjsyUrnhJU
+        K0fCB8FowDKOowhjenL/+veHL+D5ajwkBwcFEG19QvAyaw8csCQZlqxMyS+/o+Yvz2rrTQGLmLT0
+        EIxd1rFpDGHvlAa2Lt5lWKb2SOBJDzDikTRZozp7lUpGEHzx2rfEeVBVaJ5Ig50g7LM52TAFRkhX
+        qHGsnh4D0tmBQSoU1FrZnUe/eSUYwDtGGtwd6gUqcgF54bf0lLiXmD5WcwEON7/BzvweOXOuwwK4
+        gB4UJZ+Lx17NsPzh+0//r5UoH+FZ/wTYOR1egAoJrDYjfDxI7xoVn17BvoFcvwlIpKXrMXEO9N/6
+        iCrdd5z76ysBX/7BWEtPA3fVVwKQYDDs7YYPWG5Ffwa9O2F6uKlTPOfmIKkKtxZiknRv9cI6J7+8
+        le79yeGkfVcJWASfYqvqdGuxotsIvv9Pt1lr1Mw7b1TYXLUL9iz0yPgPH2KGW/K6eO+B7e+CCs6G
+        tkIzSW/WnNl3BGRaHb589QK9kXg79YwUH7vRPQR/fr5pmIH1Oams5fJuJHgi+Y5uPbhYs4AUAXpp
+        ybCxZb7F5GFO4YZbFdkILzUbX8+wgwqGmG79IwS89wMXDhspplsLJtZXH0ZQeUYq1Z/Cw/qrd/3s
+        5dQVXk4m+s9Lp7JcnegWk4MnzZ9D88tXsS/XH/76DFoKBzV6UvuLL5vLytM3d/sQoM23vrmu0gQK
+        L+7SoF0NfNbQXICvv6cB2wUDq583BxqJlGLnYNYZ92FOfnqYmk38HmY1yhG4WccNmoBixpJ/i30o
+        0hXG3rCngLWvWYVNsxhIvofXmMfqR4RHZDho9E6Ec5hoJsxF74TtukQePyqbAq7EZcG23Ho1l445
+        A75aXgmbE9MaB1r0QE/SHK3ZceFzZcc+tC6PM/Zl5Rzzw/pIYMqPN+qcLsPXTx8d7csnRFImwmek
+        5T18KduYSGVzzGZw0gT11foyGeO9xeWvvtR+eOfj+sSX8v06q663Von4WKfDsrvlBDpqXZI60tgw
+        I+nagXm1rb96cQJTudLLn3+m4Td/mcz5oMOf/jiSdGPxz/bQw7uZBmTK+jqecjsncPZNA28f667+
+        5u2qpuqij30+R1xUet2E8+o5Yy/aED7KYvOdO0gRAt/6pT99dj1ql69e7K1F+jg7eOfhk6jNuc0W
+        /6RAaKxHgk0zjb0Rp1EHt84pIqvbllvLLd/kwFN3KbVMGgzz6nYe4bF4nLFLXn42mbOhw8tzb2FP
+        1p1YLF9cBQhIFTWkbV9/n1cOv/WC86Gfs08boBf45jlo5X9aj7+3bgd++aiHFi9e6+KwwOMY6vQM
+        m0/89dMNdJQkIvA735H2uVDA6qROROqOJpdWzGggC+bjr3+8n36GzebrB77Pd/m00Qjdm3+mhb1r
+        h7lcORWMi4Jg/5sXT1dQMhiiDcTGSfaGpa3nHOamyMnpQlpv+uHlMWhUwlHXeMy91hH006qkPu5v
+        8bzdaFdYK9saB+384iQpcwKazXrAJuoUbznkawEap7CjVtTZHitfQIU+nL55Kjx7azU42HB3KQqK
+        8sz3OJIPO5gU6khUdTlmo3F8LlCIzQi7wiYBi5evC3jwbpCiJGi95ccPPjxeiWxPLpe+9adqUZNg
+        LAr7Wp6CdfXTw1S/fZJ6vu5lAWxCKafb8arEzE/jHsjGMcLO6S2CMb8rym+9+PTtn2FxOgU8t4X8
+        xXsf/Pkv1doIhJ2C3bDciuoMvdSu6GMUPjUTu6sLq/1nTZ1vns926cmFhehOSNlcDD5boGFwOKQB
+        PiBHifu+Vgr128/URcONf+h+zv/yZKuQPt6iI6X44S/6/l+9RDnPN6rpCNgImOstcS0IUFzZA7Ut
+        8vBEMD1D7TsPRPIIWsA3uFfVcJBM6sl7j3Ml3rpQqHX3Lx+eM10VoOdWCjbTNPA4dZ4KKE/6TM1K
+        E4aptqNRY2hYk84ISbwM5OxvmoMMUOCtOP/TKxzvPdRHRsl7XJ79Xz/Qn56di5VhasQd91TfBm7N
+        ktcqhcuqfqKhWbYxm4dFhUYipjQ2pdkj3/nQX77m0VyNZ2uzVuHPD97l1Z7PcuDuIHhGJqKBn9Z/
+        88VvfkEkEch8lqMTgr/8YKdPAme8NyrQe29OjZtAvVGicQ9DzRnxfipANmUrU4fn0pdpdI4P9XoO
+        35L6WIM7tkwtqZcN82yQG6WB7r/5YLsDOvjTR5MAPL6blQLu1W2FIOiDmOaCYcPsWR5QeAqaejlm
+        ZqPtZSXBwaXfZrISBw503aeDf/57fu285qefieqeacy6Lu5gtVXW6OvHBvIqQx+upO0LW9GzHMR6
+        EJTf/AjNJ9ZZdA8LBL5++KtXPvVinjiE9t5UsL9ayeCVNU0ItThn1Ke1B5awloUfX9HDnbeA/PBk
+        0k4DPWzfO8CFBJbgq7eQtl+twTj1nvnzu9hv8z6mDu9EYDQHm3rS5gUWK0MNpH4u46QtR2vq9jyH
+        CeYhPpC7Cn75jpII+Zl+118vKPMauODVCrHbJxnGrrcroK8jRsShpQNPFKWA1jvU6WU+IE5zp73C
+        EI4F3rGrHU/f/EV7bsEWI8aWmggkHOHqjR2k3PmNf/OuTtbWQYeDehWARfhOOvRE6rHfnhowK1Ey
+        /uWJ28S9ZBz6jqPqidiTIR0s/qLzroJE4x/01Ts19dY3pLrO4nzzqCOfEi124TePo76nV/Gin8QC
+        HvFJ/dM/TBTbCLZtHyD5mw8Pv/nifW09sXseZPDNV0x4KvH+m3eU9XdepahZdJ2wuzNsLv3w7Ksn
+        ySUIYTybUu6q60c10wBmkkWSW0jgv35vBfzP//z/eKNg/f9+o8B7X9dEYruOT9mLRQDvLy11JvLI
+        Zv6ZO/BCF4FuSxRmY6QdETQudKS2vyDO7LZ/wbOYHQk/98J3mp8j8NiRFm8lqYnnw7MVoDFJKd6W
+        NfXm+zN3IXmOJ7yNjSleLGg7UNSXM3mKgZWx1yMVYZq5UqBuxSJbruNugdfi7uC9sLI5c/xrAYfr
+        vFDX19thSR5chIt58hGbhdcwP6fWBsknXxEJCiMfjduzAVcDGqhF7W5Y1N18Bu88wdQ1gFR3R+VQ
+        QTJHIjUfxyZe7OCZaGYNn9js4X2YqpWN4Ak7PrWWqQVMTSZX8Q9JQ/27Y8ZyKAEVTua6x3advjhp
+        Tk6v3tq+od46PsRsJ996wDT4JMv39+fwE+40XU1cbK3Uvl6Af9Ch4Qs6AVYp1zM4VQx2h0KiBpRL
+        zk7hR4DqsfUIKIzTMId3t1N3LUbUIteDxfh471TQs45MytJnY0/3KTDUU4Xt6kM9drLzEtaP/onE
+        NOtqvlmYu8ncWCQQkWhYNp/dVzFfb6Q5Gwb/aL4gwCtSPvQo70lN5S5kwH2qb3ow6iobt4WwwGvQ
+        ECSdDQNMzbtzoHTeiNhc39/D93478GaRgYNQm+Mlc6yzluzDHh+lQR4Wcx4ZFJT5Q+Rt18fM4esK
+        ZsWww6aQG5zT9VMFYnz1aSrfPtnop7ccxDFLKQ6VT0bPjeECx99wBDT/aC3Mzq5KykQbZ751txZZ
+        UcKN+OwZ0sBby3jhVw14g0eApEQ8eWtvlZbw+CEV9s6vF5jHD46gZlVv9H44WU028KZAH+xTvGuR
+        PXDuLB0UV/cFm2nJBtpfZvFvf3ZaaoHGn3wB2IKyYDRdscU7cVWqt6u9p8lpHix+/VQMqMv9jU1h
+        LodXQw8KlJwhxN4tfIBp1ywuXLaijZZz64BpueYlQOI048PsumBOH90LbCPxRbGpsprZoxpC8iQn
+        7Oyr3qKuL6Vg7+w7bESSMHAoDiMcpoONWL63s/kzDlcguemI0ercDvO7DAuwqB2m6WMo6iWMSwXS
+        s2CQi0GrYRCReV4dU8eiD6VxreXJ0gWGcZPj3e3dc945LgOnsHCo2/hNPXt2H8KjvNpR42TuARcO
+        fQlssM6o96gNT5oPww5uijLDhyFVhvH9WXxoe2lFZL1aA45aXwKbpxtRvR4Ciwt2JAFVDq9Eq5rB
+        4tOoNFD4YBcjTYQWi3VVhQMyd9jsDn1dINa8IDq9OH74q+fAOhn4CmjpEevobdYMRLINB6KWSH47
+        r2EW+k8FVDm6UqMZnvV4SbwGVP11jcODOIIpO042TGB1xsa7EAEdkxOBN/1T0ENRJUNHW72A7SV8
+        0svjusSLsSojrZzoHi0aXluLljEbhrrQ4OBN7hZxX1n/V6/aPpHjJS8UFxqTmOLgFDFrfAqoAe6h
+        fWJT0HvO9dcnhbUXY6pPSetxyiIfvg/khn3sHup5/4BXcAsDjQb2NoinubnqIK7PGwKvvB6mUooU
+        6E/RhfrThljj4C86PB0XC8EdtLxZvVxFaDhegB3/2QxzsWwi+DGSGw2S59dxP1JJVdcVpPvDNvOI
+        Bh8pJNwM8R7Bd7aMs9vB85Fn2N0bg0WuI1rU3fu+UAezcGAeJCJ8aCGi9+PNiQey6BEMddhQrz2x
+        msH7uQB75J/pgWsap/Vln8PLJsjxvhuDYe1LZIRNVJzR5tW+60VqMxcu8bDHPn50Mf0EUQGD9LOh
+        +HpSLRprsgvr0ftg9x64GZeOAwRavLURE54fzm612sEejh7ShkMYLxLvXvDQaAPpAGfW9NCuncpP
+        N0DtofMyseQUbeoqvFJ821HA6uba/K0/uMFg+PEZSD7Filo7NGdMuV8hlBukU50uIB7laG60XBkF
+        arbWifNvP4FHHND/xkMvoxL0FH0gEhlOGdPWmzNMTtsJfc4fn/NqvqbQnZ4RvY22FE+yZibQu7hH
+        FNb4bC0avFzBD+90VSu/+FA20DtaNZLkfh6m0ixTVdMfiBpw51kzezqJSrfdjurraqrLcKoc7dy4
+        E7Y+xBuWBS1MMx9vhLfbI4g5qHcN3N/ZmlrLMQRs9CwB8qz64J8eGPt9n4DQJCb2r2bA2Uw3C7Bv
+        +E0aeRVmH6cudBjU14J6ziOxGHkqC9y43gHvZJTWa1nyXzCo04K6Sb/12GqTClAu5jN2+maKebQb
+        dHjcVwHeAm9r8eqqlfC739hC83ngaEzKH15iZzVeAIv3rNN+eB7I47qeTYAq2O/cF92djSdYDpFQ
+        gk/lc7ozNbHm0rYo1SPQ7zgh7B7T0DqkPzxB8kM8ZGS7ei8b1+8V7BRuGX/5b4EJLM/4FACF0996
+        qtE5Iu1svfl4Ps09mEtXxrZiXwd2DbbSH18c1MPeGg/blEBqNhQ7OLnVXDSgCp9tssNGda44+/V/
+        efR16tyjKB6PLynRwqesk3KTnbL5QOsCEj/vqHmjKphS/54CNIQ6qnNKM0o/efHDe3z74tP0QvwM
+        0+v2ge1bHwG6GdQrJGk8UDdbJLDwKElhwxOGb8dayUbOsxRekfqhNvNCPud4ZQKZXNbYVazW4uJJ
+        t+GtWn9nsxnIBvMZRKDbAEpA8Hbq2ekzBlD0zAlTNR2IxWcvgTlsrkQcie4x6q9K8O7kC/afhmvN
+        6PY0ofa6rrDZFYd4/BzC9Pf8qZ+PXiblu3sIz3EpU1xJT7C0cdSApdNvSLhGr7p3mgMBtcAf5Hky
+        Wz7GYHDhNCoHesttPZNvWRtqo9ju8GEsg2wJmr0PC9l18NY1Z+/1w+9v/WG7pXW9HB6eAOSCn9E3
+        1LOIqg4i/K13f3guFnsEzIcNFh9Uj/jH48uyXVQsJJQGXvCw2K1XUjhtgYH1xxnFEjyXKbR2zQX7
+        ZrSt56IZRDDcmzeSA4kBvt1/EEAd+iDFVMZ6PCz7HKBqCxCUaq8mT9ghKL7Inn71m8VzdO2gbEaY
+        aE7qW4yvShGSYKmpt71U3vLGDIKHiuTv/U7xe3+Vut9+oNFrynredh2CXcpmRFtPr9lxtpi68ZQ3
+        /avX9LRygSxaFhK1hweGAxpzKMFDiVpJ74blMkEJPB8gJ8srrDh5tJ8cNmvbx+5+0YEMatTA3RX2
+        WB8V5n3Cu9nDPc8tmn9eOJ73V6lXT8+kwnuhnjjZfNAIxWfHcCFxM+ZGZ+kQ7RP8x69iEjgJAOpp
+        T73inGSNL7oESkxIkHhAW87qJnxpyjYRkGTdvGH+8fUn6hPqPquPxXebqYPHLZuR+qwO3vISsgWu
+        5dMJo40rDEx09QhsnGwi6j1w42WfvBrIYN8QdaEDX/xNmsLxVDh45x8pnz9tTKB3NGocVOAAJvvi
+        2eqXrwgYk8matdJ0fvdP+scg1KTbPmx4WrVbtMltPZaSq2BDq15t6EHg9sCLK/viWxnQO9tUw/Kp
+        Dx344WPQX9WayOU9/eEttYTrw+OHU+VrqRvldN82Ciebde5CfV1fyLPBfT0O+vgCp+e5wr/9m27p
+        VVXvT92kUdCNwxwkxzP0962LPXm+1/1mnbiaGmCFKMBU48mMPznQZHNNuspyPDqEcAelT91Tq3sK
+        nAXHdwevy1XF+0BinPAouapp+xFwwF41YEfFKNVXkk/USWjgjRUelr9+MNTXKia59xLU1gQYCUGu
+        8WW8tgzexwDhLENmvBwLJ1J/fKsL2wXwWwsJ6Hv7hHehexk+1nV2gOt3Ct1/jDHjY1sq2k0OttS5
+        rY2ab/dPpMGq97BzKk3O98I6US+9oFDz6J/qMUwLAZ5f0kLEKKg8Ztw+DdznhUp++L0UZz+BWWze
+        kDC2m2zJd/dIHTFTqX2v1YFgEEB4Cq4MsW99T8ekEJWyZA8aoZuZrcGTIa3vdyfqvL3UYr20dWFv
+        7QPsGWadLSwsJW0C7oT3H8OP2W6wfS0/Vx/q8LDn8y4dR/Wr9+kXb71Ff2pEvjhLjdHY3jImOakP
+        v3obac0j4suo6ClMNTZSO6hf9dhUsIArPtb0TPPBYqAxI7hrA0SYbqeA3bzLAuxZcKmV+K7FTfGa
+        g1Opt/j3/U9zi4gWjfxI9fnz5l//e9a+/I/jr9/tpOCpqD99vwVlzWldBAj+1qtnyzueH681g19/
+        SxNljTKeMaJD/Fnd0bzqOaeMvFyY5ZuevHiq8mW7mhY4XPmCZnlPBhqsnQTWrITUnT6XjMm70QEH
+        V7WJVL1ab/a8Tlerz07FjoLbeLILR4SH/wUAAP//VJxb76o6Hobv96fYWbdkRUGkZd9xEhCQgihi
+        MpmAB+SkCLTQJvPdJ/BfmWSuTZQU+b3v87ThdOGJcT6vXQpYY8KHyway8E9XJHIBQ0M9E80uEpdp
+        qZVLM8/7G+doAWqGDoTAriKSvc9BN/M1hD0LXcztV4M+r3+/jaNi47/7+pzxic2o3Je4R2otdYD2
+        ncSJDvNzYs38Mn0nYMKI54i/bswnoy5QHrKpR3dMq/pVUnbwMDh9XAPZrG7Lynu2DnxbvYau6YFn
+        tQbMQvomYzr7llXGVsIzgPqH9kR/8SXoq+iQgvl6yIE8iDumo2IuPILc7osy2ot2CkgkfskzF1fZ
+        dKGmtOQ5pl1y6ib56qVglLkXFl4XKRqLE7iJt2ZnE92xrvponJ4puDvKlrjnS+JOTZ07MspNb5kP
+        Ge4n7SNvs6eBrPga64M1hQVcHRwwr4cLeH03QNA8Ew5pXrZi9Bh4I3xK3mb2D0gfX3GbQ7fpRyzP
+        PEAlqRPA3O+Is+GVrKfS1YZDL+2JTXqVjT5aNZBxztMvnqEZ8ap/pVDW85r4fuuUOFMPDdypebs8
+        72CkLy6ArGUH5LxM6g5nSerhcH7mxLSTjzsGQ+HAIhViokH2cNlBChRYi1eB7Of1H07tuYJF74RE
+        BVPv9g1RJXHpA3N/0Td77alJcL9t0P447vTNB9kFUF2/It6mzV227aQUvhteIYu/WGesxdLsr/74
+        nPadYRhejB4diCa69P3MlaVv4s1O3rsTDWO65BVKMOjdyRn4BIwJ5vFUP05sTG9QAkeg85hTz6ib
+        vo+3CIL1Q/Bp6oaMXUJLBPrVPxADj3I28c25ABt+fJLMuq4ydscbDs4+DL3LYXLZTdN9MPsg5GZ+
+        EXXi8LmBZoyuCGE5cPuyCZoffvXc8MWY3vUf0AftmTj3wzeartahh6nbXMji8/o6fMbg7JyvaHke
+        fnisv9cyctqRdOxzCjyYP0UDXYdQ1+kn7AsYXswei5s97YbpeTwCvs2PyM/kuhtYAUQ491vcVu9d
+        x3DnFNAixugLKL8y7NzvEpgyVmG2ueyir/ggJ0BL1CA1X18yXErUht9o9UZIe1y7aTAnCdoTWWH5
+        kOcdw0fyhbJkemj/gUY2Onr1gRPOUn+18B7pAxtU/MVCyzzsRN8SoDo+QrzeOoNO1dz6wtXYeegg
+        xixjRa1BuT+m0/I8uTNvFEAlzhnp6HDo6PJ/zWglkmhzqbNPvK88WBbHhCBDqaPWP5YBEA4PHVnY
+        ytnk7ScOSnwOfTb3e9YF0IBtmWN02JaKu87Yq5ePwdHBdPYfY0TuWLwkZ4049/aVjbbiasBBGOFq
+        7vOCv9/nMF+pGrL6+hyxbfL24dxHyaG8KIApYexBcRdzyFttmo6Z3iiCleJFeFOxHeC3x70Nva4A
+        vqSCuKOzDwCFsJXJjr6sEltFbsoFN1ooPApc2bf7JIFmwn2JZolp9H75DxvsjSkmmjLa3RRtQgPM
+        fRRZgmKXTP242pIX5KB4u5I3yiCHV73nSTznf38ynQaeg5tN5v5Wtl/OLmBfa29kf0O/pA4/UrDM
+        Q/tquIB5ZenD7Y2uMHc0QTZEdJ9AvZS3/qbfP7Jh8av4ftYw9bIn+PEFYero8/qpEZ/ovQn8DbOJ
+        vrtnJT1/Mx+mbnUh+6lRwcZUyptE4/5BIum5yX7ud24/M7RbGT0YpZw2oBgeHkGdYWeil4Y3mGTZ
+        NPPP16VJ748wT1QJHWziMF6FsAKzD1z6EWgMNRNhRsocrz2KwbT6sIcMdrsM6Vyycqfdq7jBTUZW
+        yLDvgT5Fm6spifJHRZdW9TJWS/semvvUxZPtlGw0mKiA+8EIkHcZMOsz1vZQ6CITS3NfbcMijaFd
+        ShDz6G5kVLZ7CRLBWKF9WIrRoGwqUWp40yO+mRm6wB3WDfxwuED2qOZs+hSeBi99f0LR4MKMDbUk
+        wIcq3QhiR59N4ekhwH5dm8gTSrcbubUeQPAeQqIcNRaNd25vwFraH5ERimWGdd5PoFk/KVl8IUkb
+        /wvI0xLwxndJN/p3YADtEUVYCs5mthHTcwBojB9zXuqADTVdQ7PXVGLtX0d9JG/7Bl1gaAi59kWn
+        xqGNoVTDO/7M8wevkoiDB9+eEFpdZZ0isOPg7OPI4rvmvKnA7A/x+KjFbgL7eyz5wn3pd3pE149W
+        gCnJbRL04qhPyK1zmK7MN1KmA2Ytd3nE0EYrB0/XS1PSdTnlix8gVgGzCK+eYb/0LSwLYMXINSPB
+        wmtoPzUvJggnxIGX+tkiM+x1fckH6IFditSkGcHYbfEI6zFQibJzSDaZjWSDjVIwst/dHH1DxtQD
+        UR4WSLNEKZr2qv0B1u0mkZtgrbt1Fe0SuB3xhNcK2pdCZrsxvLap5k9aOnVDEMietL2NK6I75ahP
+        2V3KJXpOy9lv8WByzCSGey45oVNstqCfLrEEp/V8Imj1JoA1venBiG6Tn/lOBzkw5cVXBoeEB0u/
+        BZ+7YBPzgT4R5Q7rCko7U0d68rLB1LKXs+Q1PuNIdQdG1BjwiX8hdpD6GT1wXwO0deCgoDbzbkSv
+        Ww9uIubQT54neajJu9CyyeLbJ1q1HEw49T3zVlrSanetlr7pZ7PfmL6cUsjGBB1/5E2hZHAYOGl9
+        NEM/83RZp6UkOdBt8Oh/aogYBQwbcBwMyyfkaulslKYGDqIV+6CpJDDWVZEDbwgu6DLP0/XasQPA
+        ceJl5t8iI6A0K/jpWpd42tuIhOjVSvB0lXLklxGnf1OkmvKRigoxFUftaKqBL9A3akCMuMgZLdq7
+        AhOVU5f9pG7q9CSAKrHPJFwf9Ii59TWAc1/1V1TYMKINxx7O+YmUmQ/oM+96qZbcI/JnPmOl8DFh
+        mKRvshvMU8Z7QtND+X2LkYM6uxsv2f4ESzdEyD0z4g5WvxfgaJxLZM88SQjfSpBshGzpD6A/VKMA
+        3LMQE6Pz1tn4lCq45BuWZn8893FuO/c7v5/9Nn2nQQxZcj8i724XEb5d8xucfQVuFOdV/lzfBvkb
+        nwdurTfHW+ov/tfvHf7LpphBCFAr34nGKQ6bStF8ALsUITH4sI4YQ2IKqnzFE9M6RhFdeHvYbVW/
+        HjaOS13MFHhY4ysWQ7dyOyCEFAI5faD9WyAlfUdps/iDn/nw40cWP3hRo64jhxdvwyXv0HooovHi
+        AxFuO730t0bMd/R4O/pQo2g35+GnG+vweQIzryK1GlbulJz3Ply51ycxm7vPWMKLHnBQj5CtWQIb
+        tt72AetbjPBkGcQdYw3fpLXTvZGtt0XE5G4jwdmPIEN/RCX/Gt7msl/l0/Ey6dM1DSTZCoQDfq8Z
+        AJQdjB5Wpr/HNIXvsrkaLwzJ0fWR6+l3l21ubizVst/6Ek4HfeK3HwyHiw/R7FcZnn00TGgqEWve
+        Xxm3Rf6B/OZyJvvqXXe9crpKyzxF3v7Duf3ii/lqeC7+gDHZtEX4/cRboqXw3Y343MWQudBBu+om
+        gKEMXolMm0BG1ry+lD8LCuyFU4F26G5E66msTuDNW5XPn24Km2b/Lb8MHPz0dcJs+oUzzyy8DX7y
+        IHkVObIqVoNp+f6zc7liuu08d+Y5A35BGsz5D0oqqe1n4UXkptuyY0XC5+AwRAQdCufkTreb8QC3
+        a6MQtYg1NrzW1Rq+eHc/+8GVO8z5DD24FvC4a5rsm/TmCG0PMITWid7Vy7yJG3sgaqfkEeGTFkP7
+        +FZ9ytMqm+SrkcCiNST/nT8sd72WKYUPPunRsn89qm5jSMt+A2rSL/vuErv/uT/O9aSVbIN4CX5G
+        7YGFNFbK/iZOyY8PNxTUdpMjaWvw50TBX3///a/lnQXN5/6o54MBw2Mafv/vqMDv9J7+Xq+F30T4
+        ebcB7tP88eufP4cQfrXdp2mHfw+f6vHuf/3ztyj/OW/wa/gMaf1/H/w1/95//vovAAAA//8DAJhN
+        TqA3QQAA
+    headers:
+      CF-Cache-Status:
+      - DYNAMIC
+      CF-RAY:
+      - 7b6d341b6aff7597-DME
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json
+      Date:
+      - Wed, 12 Apr 2023 17:31:33 GMT
+      Server:
+      - cloudflare
+      Transfer-Encoding:
+      - chunked
+      access-control-allow-origin:
+      - '*'
+      alt-svc:
+      - h3=":443"; ma=86400, h3-29=":443"; ma=86400
+      openai-organization:
+      - own-45h3iv
+      openai-processing-ms:
+      - '35'
+      openai-version:
+      - '2020-10-01'
+      strict-transport-security:
+      - max-age=15724800; includeSubDomains
+      x-ratelimit-limit-requests:
+      - '3000'
+      x-ratelimit-remaining-requests:
+      - '2999'
+      x-ratelimit-reset-requests:
+      - 20ms
+      x-request-id:
+      - bc8dbbbf8fc5a0f091c40599c9dcf214
+    status:
+      code: 200
+      message: OK
+- request:
+    body: '{"input": [[19, 370, 10718, 830, 1484, 762, 3443, 22, 6043, 2437, 68, 22874,
+      346, 22, 65, 21, 68, 1927]], "encoding_format": "base64"}'
+    headers:
+      Accept:
+      - '*/*'
+      Accept-Encoding:
+      - gzip, deflate
+      Connection:
+      - keep-alive
+      Content-Length:
+      - '134'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - User-Agent-DUMMY
+      X-OpenAI-Client-User-Agent:
+      - X-OpenAI-Client-User-Agent-DUMMY
+      authorization:
+      - authorization-DUMMY
+    method: POST
+    uri: https://api.openai.com/v1/engines/text-embedding-ada-002/embeddings
+  response:
+    body:
+      string: !!binary |
+        H4sIAAAAAAAAA1SaWw+ySrel779fsbJu6S8iIjVZd5xETlYhCGqn0xEPCIocq4Da2f+9o+/O7u4b
+        E4GgYs0xnzFm/ce//vrr7zor79fh73/++vtd9MPf/+N77HYZLn//89f//Ndff/3113/8Xv+/K+9V
+        dr/dik/+u/x3svjc7tPf//wl/veR/3vRP3/9Pe1sk3n+9eR/gpt1R6OnYZYc2K4Tp4cTQKoIBdMW
+        aYJ4ZOQRZMp4p2LrEnOMpJMk3zX8JNpnr5WcCVmteFrskiATpXJ+z9cLxJ9TQYKjbaPp9f4c0MYe
+        D4RAW2RjV9p3OB6kPduBvPU7fe2KShQ3G+Y6m2s5TXyRwrWpLIL38Rj3stcKwHwlZBajGlqJxjFH
+        F6hz5s+C5a/qXQZA9HtCoeBaPMVqrgB1PI6nh9h3VMSCArvVeSQb43zP5gHyCpQUVXTtaUU8or4X
+        UbEPVmTHKtSNQRrZcNCjPRUFpY/H0Q9nNQi3PZ1yOSxp+XIFpCZPhhfj9YKG1Z60kMTtnW3N0c9m
+        Gp5s8E/Cja6dDZSTSo8yclQF0f7RXMvlaViGEDUQ0DKJ7Xh62hmA0dEZz4o1ZH2eNNJ65pqM17Yk
+        dMOYb2WY6VbD79HNu7mvJ0e9XtUlCRR52bW34R2gIn8Ssj08HTS3iduDaxYZ0XRWmTMpzB6abCcR
+        rN7zbpDusvN7HmyjXA1zqXqRDMZYt+y0Jm+/T6LljLpCd5nn6p7P9002g6p9ZLbrgHT0stdS9HwO
+        DSPJKUO0MpMLXA/tjhD72GaF7b5tOLT3I55psOZ/zlfO8c6804l142NhSurSWGbEH1gVzytvF8Jm
+        Ec1Mk+rKZIl8fiFDu4nMTJwgE/2FaINtlgZdl0szliCmNjK0h4iXRCrLSbrLHgS9EdFZTz/ZrH6S
+        HI43d82MjcYzesF7ce2ruCduVJ5M6gGTUe1XLkYofXDuYLuGPve3eFU0YczrKr+gyzMrsHI8+N08
+        9QBoF/tPChsx6/hOCmU19zcBbY4q4xOrswu8noPBtNQj8bDIYgmdk8OV+CHKuvFXTyBqGrmB/DFn
+        3VBmtDhmHpWPwTWjGF8juBwcg3hHd19OcxWGYIqXLcPpUJujdq81VETVFi+Tjd7N7/lwgXNqWGzj
+        Ggdz/Iz+C1pvsMgpll/ZZG1nA3zkisT6JIus99XdC6LbUcXsGD9LvlWOznoeshNG4q7w6d0y8WJt
+        Pc+M7LTcHGPPSdHvfkYCbckvunKFffgJybaeZH8iDbZhcZovzBL3KZ9n270itLWuTCM974b3SYuA
+        S3NC5+vFzubHca7BSt93ogfRLmOR6gcAzHZoJaRxObXGolYmtjCYxhZhPLoJpYoOKMBKtNmh4f66
+        GMCW9pGQoO3N6VXfRJR8dhuSHJRtx2cICxXlgk+C4tbH4wlbDpgwMLLxPhvE0xle0D+LIzGytMgm
+        PehqhJG0JLuwAERndSmjDdnCV3+gZOlo24iJJ0Y2+OrzGe+NETmHfom7EGUlj4w6gut1saQg13o5
+        2mgM0XVVBnjC8jKbHG2vQPWKNswXd4bJNfdxB5GFnOz8+4lPyqEplO0xelA5cuSOnudUhKuMRTy3
+        8pOzSh8N9IheFC8PbOimaCfkCtqwgGxO+NENpIMKKfqC0QUrQz4Pa8VCvXhOieO+CzQOVZ3C4f4c
+        icsDB9GjtwDQN3ZKc69mqN3zoFWWrugR8712S5HMkoDCej4TLWNPk0uzq8BnGRvMPo6J322mpgdG
+        J8K8TsFcMtIigPODAvPRakBN2QUHuO0viOHKGrrOfQoW+umZihrX54UbOvC88onpVy9H06nDI5Ja
+        /0FMWUH+OGnpCMi+iHh9Lp6I3i+NBwPdWxjdTzl6JeE2hF3rhcy8BKHPLTEMlF30WGMl6FKTZXA7
+        QXRIBzrRpWBOjXNoYZ8qxz963h6b5gSVSynbnAU/G+/d4QJw8fbMn85zRndKPyvLqdPZRn5es+kh
+        u1dlNJIV09ZwN3lIxxmczelGiK1L2WfYH0cgiyrCY2fbHTOC6aBotnBif+qXiJoNxV55EINNXck2
+        lGO1cntK3MZ6ZoN01WuwuRGyHRzP5liuSgpbxb8z55Lm/hwndgWCWmb4ldA3H9WDOaNzkl6Jb7of
+        NBsx79FAYwur9mXpN+mjECHclRcSLO83NAZx+UJpmAWEXGZeDviCWtTnEiPbZhv40yV6U1hfpJw5
+        t1Y2e3paiXB/FDIxiFjwqXcdDRg3H1RePc7+UI5NiiK14MQFAcrJ6lYajD15k2AS94gnj40D90cu
+        syT/6P4Uv653gGnhEH0kqTk+rFoB88NlZr+eczewQb7AruYaXTtVW/KPpApI2PTvP/2JJ8ixlWAE
+        j/iRpGfzI0pq5KvygXknI+vG2/EFkL8ERJy15X/1dB4R7fSZ3q6XMR6qqIyQ1Stv4uzVezmWq46i
+        03uFsWI5WswXW8WGpeFzYlsvl4/W4XxC+wf6EN++PfjEOldGbk+flMtKZk7mafuC8HN2id6Plj9P
+        rLyCNRcb5l67B5/X4qUFa/KWlI9BF//5vQc93BPbTHzOC/fkgMCqmDjx0H75pJYhSrSE+Nc68ecZ
+        kROonYvpafSf2ZjNYg5qe6uofNd6f6iIOEL9cEZmbqqef57nNwWtWR6JH3XbbKzO7xq05ONQ8R1u
+        4mnbF6d1bHox26pHlM2zqsqwSc4W5oHllLw/dxFshI/HnNJinDVZdfnpGSHX46Yb5PZqwepcDyRY
+        nc2Ofs4oBWsSb8SNSW5Od+doQxBuekYkPej6hjy01V65C1hMSh+N7+vVU/J3XZLH9fjuGvRu7/DJ
+        zjHTpFtg8vxhUGhZi4gRyhWnjX6J5MmeAYvhgfrTW0AzquTiwAx3rfp0vdId1Y6WFzy3xY4P4uqM
+        gSdoxRxz+/H76VwGahg9IuJ6mhHzWeI5JMvVEouLUIsnRzsr4Fc7FcvHoxTTo7cSgN7GiKIJn7KB
+        DeMJxn69w3zU9/EsIAvWp49skwylDzTdRFahtcoeOA33ZsYVYR+AzvGB4G1qlMNhmZwA5eDjhR7b
+        5SS/FhbUw5QTosdVN5ufzls/drVECLiHeO7zoUZlqN3oivqM/3gXfZ8PMdz1zZzE1T4Aoz9dmC4U
+        x3LqUmahhXGLmdtYejwWpRjB52lwLPSFG/NNcw+QfZZcttnWYHK7YhTppnmncPI8NOan0wE8mX+w
+        tL41aHKXRxFEi93Yt19mY60HFfoshZYFN0y7+stn6CFJ6q9/+eMyoDbkjyRjnrE2sqk7JxVMUugx
+        Y/LNjs/izgClW92IWy7L+MdTaGVRCcOXd8d90VygCOBDNq/94A+nrTvD/Do5xKRznPXPiB8gWS6X
+        zHd2Ph+foSXBdvIws0j2Mns3oT3gapcyPZ4eZv/jqV3sPukjskrU3tGiRsvjtsUQ3Ka4/n7fP3w4
+        n6u0G9PeC2C3sLZMa1Ff1le715Dz+Yi4Yp5jMvHpCDBbu4h50wq6dzcXBngJ0fAo3QKfB5cbIJo3
+        ES5eKpj8Ug8Aex1yvD4ft2j5tGMBVdfPwPCbrsvxhfUe1sxmxOuYyHvYTId1ts7wl9dEn0ssO6Ht
+        eK2YneRPczYHx4NEzQNmfHlpFYcK/f1f9P0wmDm9rJOI1urwYN5sSB0/U09Q4HxvqNQgLxtFNNjo
+        gQ93dk1RwOco117AQtFhvmNMnG+aFEOGrvaX57yOL7MO5PYdZcyNStkf98XzAmVo3BgBV4ynETwR
+        Tv7i8dW7lz87fL5CVShLrJxo2bF0xBb6fj5WVnMR849I7pBgQyDm4XOPOZJ2PSjpusJnc9DKQdlz
+        A+X+LOJZT7fZfLFxCtQRM7Ybl+tumvgqhc/u6rOvHqPh7u8q1J9XC2aL58ofQ7wGWF88mWiLvuFz
+        Y2kjtHOJyHbjldkf/XbUXUxleb33+0PmRmtTPR+ZdpcX/mCzUIGt4t7x+l5tuqm9WhZERbykkogD
+        v86GYwG9mKXE26qVP405UX78zsyYihmXz7kEu4W9ZbawepZDWD0q9O33xEi3r5L7WNHgy2NE25j3
+        7+8UFLjtpJi5sWWb01nvR/C0vfvV74DzPoURsrez+N5P75ZEdCwYZSf4w+OzgAKAXeuEJHEN0ezX
+        m50AaUpjsmuPN84eWJ+BFkbBNpsdNXs9XOQoqV8JISh7ZXNZyfcfrzJLd4qSPsjHQysRW3gxfg5o
+        Ss2PDLESP9k23oZ8/Lgn+8frePYuvjkMGhToebudidcLEWpqkFtUoHnHLFeaY5pYk6Zqjc9YkI4R
+        +vEv3BWLMF17x9/3cvTz15jv73k8Gp/kDldHF5idJFt/fDbnEG2NQ0308RKaleJ4DvKEs81+PM5P
+        l6xA1baR8Ljfv8v5tVqfUB6aFhVZWaHut954u6Rsc3E3Ma90WUOb1OqZvZKPaJKubou2Rlqz7SJ6
+        mrOgtRp89Yg48npvDsqhySGERGO4u7/j6bpKbXh7yKFH+b7vpnK/kJUVfb3w8zWk3az1hxGMm23Q
+        yhX0TvKAKX+etyUoQcybjJ5QKJlrKpnexKf9Sc7h2Vw0rPp3Gc028WzopSsmyXJnxfQ6Zj0qfftN
+        tjdL6GpVWYWQ5Eig66dy60YB0xF25LX+479XK+16AtHvA/Jg5YiGsyDg//KbX7/cH1fUU5yDviMb
+        yuqyIzooSsF8Af/u9+2XAVLHmRL/s287JkiTrX77D4u+ejOZolGoysgT9vVHcX/Vt9qv37PN4cXL
+        Vr6JFHyrx8ybd2E3O5MpQFVWtz/8MKj0IUMMhzPTrrXvj2zVhHDcrZ44nRfYHHetnv94gsXLrDGn
+        bnkqIAuJg+VXo6Mx9rRUTT7KQGUsauXqExpXkISM0mbdvsqZn0dFdaJGpcpN1bNZ66+zcgseJhVd
+        ac4Gz90e4MvX7PZcFH7/9D6SMomKgucvfzdffoV6Tbc/Hux48/RPyk+vdUXuOvZMVwGcoujDNnFO
+        Sr5MsYAw8nfMvElXf/iuf+X5ZA1GdYK7urg/QpTka4Ftljsr49uzU6PDembMlcMeTWcrjqDJfYpX
+        Ozn2581SrZAxti0V1HteDt0yLBA6HAEv5SfE4/4WXODr33C+OUfm6PVBi/ThJTLH8jufTr0oQITZ
+        Di8Pr7ird6FqIXRIgNlRessYIlEA9WsM8ZidB3OezQtAun5HpLty4vN970VIejqEXEp943f0vQ3Q
+        WtVXxN0Gc0fN9twC754p8evc6aa9stWUjboumPP1p/2wy2TlyztMfyyqjpMFThHzg5qFaFUivvDq
+        F0zPNMaoHa8llcszhTCWCuIfWfdbDxFMme5jUdKLsjdVfoHxGFPmA9qjIQieGAKlM8im8VI0Ho0a
+        wyN/SmR7vsxlGxjjQc3fbUml+8tC0zcPQ/IozFgqb7Sb5dOxR3wrMLLT0ymbNsbNgLO3vVEtTZrs
+        Dy8tBqPBE0t7c/7qDdhcC//kWXx3ZHfZi5cj22VpH1NpHUTIV5UDXX/1Wzw/eQWBIQZED26fbLpE
+        Qw8zN+QfT3Ts53fjk+0xHZnvsjdaXwB3TnXMlUfPp7k6RbATLg9Glt2p/Pr/HHmLOSX2a1WV8zY3
+        NfRaHZ7MVR9tydzXq/rVG+6/+ak0zmeA7mXrZNMkI5rrw/2wdg3Xp6pqPs2Kn2UFvryPc4nn5vjl
+        caQJHOMxMD6IVo5y+uUdX3+to/Fb36qOSsDTo5m7SbrqLXzzDyqKe4nP8VH909+pXKwTzsX75Ypm
+        TnMWFDzPaCg/25//oc3HzWK+r94hCOc4YM4xgLj3mtT71T8xN1OFeHAL7uuf37Uste7YJ5IFiCuq
+        UEVVWn9sjkW+9lrxwR7QGnETNesrFHlJsOC8tW405fvlT37aWJNVrkohteHnz7+8FPPxsK7R7OVn
+        ZvDsWPJ53WpovZGbbz0GiHvIKxDeL7b/VZ+TNEggp+eMbfn47CYjj22wTnXKtoeU8m++Zf30mOld
+        r/kr371p6Os3qHI6kU7c1I4EVIIzibXCNbnTyzYo01Vl5iPbIeXm5hgJws4kW+eOMhrpDwcY5YTm
+        iyfhc6VVMjIFa8Hs4QJZv78kMkRxt8GKQZ1s+bjiAg5a1WDpOCbmK20yir7rkxiT1pR8sTFf4B7n
+        lhjSRc8k1TzlsO8kzPwJn2J+uhkazK+Lw7y5tH7984LOr1YkuFWP2c+vImUIBhJrQWK2g5jYa9sK
+        Whrqr96f41tkKb/1Flwudz4V10lWXUPkxBUrDU30GF2hK+jETDeU+dyRvods/zqxnZ7u45/e/Hjo
+        W68v9OW9A7osu4mKX54fl+7iBfXLqr/+eYHaDd9a0Fw/Nh2/ejIBFxXYpq8Vxdu06Ob0VF9h8Pob
+        Mw9qlA1LQw3Qq7i0zBn9ZzxFzfoOPz33Un4rRybOswIbfCF6oql+LQwnDCszqYj7zWvHj91UIJxB
+        JI6Vvk2J3dsCEvAAAzZK/+cP0U8Pd+1RRY3+Hi3oPBz9WR+jYw0zkm8nj04+bjJ+sWoALZe2xH71
+        QTmUgyLCc5U4xOvrO5/wrXXQTOeaTlXkZFxH8gFMO3RJ8jCY3/tGUaP9+7mlH5q6fBWpPkbffIRt
+        1YHE3Mr8EVQ9zomzarlJ2XNvKIbj+H/82gzpoYJjY+dUsljJp3ZTeVAV8vJXX+b4zX/RcGrejHz9
+        klidhxZANLQvbxrmyuC9BDefZyQw8rKjh67PkTvVZ6YzTTbnItY18C2KmdYnr24I+IFCjkKDHK6B
+        3o3B2amQkB0stmNT0vFIufbwq0diH71sHLz3CTDkN+bc/cofmrD2fvrMzMX6Vc40DC31GsP7T37x
+        kc+5CN//l2xNtMlWt6qQkH26rxnR1Kjjxiil8E2oiVvTXbZM9qcTElWC6LQUt/zpfcZZPXub2+95
+        IPrlYSD3QSReKqxKpl4ED8TLAZh3PHRl72Ym/eVVVDyfph8PW0jagkO0/DaZk2zmFWTeu2a2Ww9l
+        b8r3k+JpMDFdu5w5u6+6Gf34RNSdohtd8eSsFzrv8Op8iTr2nVf99JHsrm8vm796sP7mh4x850eT
+        skcGOFB2bIvxx5wOy+SCrFObMiOUbTRuKZmV73yLmOXmzCeRbegfPzPt+7c5K57cgtasjmzT5C3v
+        Uf8S4avvJIj3GpIqrVLgPbMF5m544uxov2xo+drH4out4hbHU6R+81z666cimIaofvPXn350U7Ob
+        6l/9/nifz2I7Sb9515/52SwsmfDjRbzetTTmYdKnaJjLA5Z220VJD3zUVFEMOmJcL1U8ct3zFON4
+        LSkUdZUNN/HzAnk7dwTLpECf3zzvp2e7If2U87ZYFxDhYcfsuVFMGlmbFvpcZGRDFaNc4S6VZYzc
+        HTvzoObteb6LMD/uIbHu16Sc5i2VgA3ZgjmnTMnoV/+U1Und0NWhLzjtvC398QDNZMMxp1UseEiS
+        bBuzZ1XG09K5BKhcKz7btcURzQc+GnAtPgldPk6m3zvWe4TbTozZzW9mzhOkWShfKzPxVlcad6Vw
+        t1BmhNq3n+Vl880/f/xG34cX76br4lkBNtMjVmSpihne7mXI/H1IcHF5llPWKR5syAaIr+7fiHny
+        VYPyJRyI/+OtRbATQMxriwr9UMZT397zP3n97mNu+Hd+OQLfxlusGsj0V+sPCkG+XTwKC1hnbeeR
+        HjXPQsAIrXacH16tg6p7+ybW/cPK2Tu1Mjiby4356n7DmV19qPJm/pGiuivKPhsexZ/53c8P1GT5
+        viu//OOnN8PZyiLYj7NN7LspIZYGug1Pl3h4FmbVp8ELS/CdH5GbPTYmjXLnBV+eIjsDlf70zedU
+        93SNMEwLnw894wUMHr0RfxZeJg3lplV+eYxyU5/Z6J4SDGonSezrr8rBR3Xwh4cJPOpsesMmVL/8
+        QvAjW/HGnA4auPNBx4v9uuHj0cgxlK4+ED2Xx5K9u4sBb3FLiLs7XLJhZyU9HHHpMt/mMeILI7Hh
+        efd1OnpRxvnp5hnA7c+DKts5MMcm2uQQGN6LWAndIPZMFxjNPtbZ5lav4jlNJgEJAjGZJV5DJNGp
+        ekGTu5ToS/GDeguLF1i6kvfrx+g7LxYU+zPtCfEnw1zx3b6A7/z856f48puf/vIEds/bhI/Ch2MY
+        nVZggVP72ZyXaQV//3YF/Oe//vrrf/12GFT17f7+bgwY7tPw7//eKvDvy+3yb1GU/s2kPzsRaH/J
+        73//81+bEP5uurpqhv891K/7p//7n7+W8Ge7wd9DPVze/+/xf30/7T//9X8AAAD//wMA/dfjMeMg
+        AAA=
+    headers:
+      CF-Cache-Status:
+      - DYNAMIC
+      CF-RAY:
+      - 7b6d3423ed247597-DME
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json
+      Date:
+      - Wed, 12 Apr 2023 17:31:34 GMT
+      Server:
+      - cloudflare
+      Transfer-Encoding:
+      - chunked
+      access-control-allow-origin:
+      - '*'
+      alt-svc:
+      - h3=":443"; ma=86400, h3-29=":443"; ma=86400
+      openai-organization:
+      - own-45h3iv
+      openai-processing-ms:
+      - '24'
+      openai-version:
+      - '2020-10-01'
+      strict-transport-security:
+      - max-age=15724800; includeSubDomains
+      x-ratelimit-limit-requests:
+      - '3000'
+      x-ratelimit-remaining-requests:
+      - '2999'
+      x-ratelimit-reset-requests:
+      - 20ms
+      x-request-id:
+      - 2edcb14cac190a015b9514ed617d1cf1
+    status:
+      code: 200
+      message: OK
+version: 1
--- a/tests/integration_tests/vectorstores/cassettes/test_pinecone/TestPinecone.test_from_texts_with_metadatas.yaml
+++ b/tests/integration_tests/vectorstores/cassettes/test_pinecone/TestPinecone.test_from_texts_with_metadatas.yaml
@ -0,0 +1,489 @@
+interactions:
+- request:
+    body: '{"input": [[831, 677, 31172, 272, 762, 14087, 68, 17, 64, 25350, 1774,
+      1897, 51542, 9081, 19272, 1135, 65, 1774, 67, 6069, 712, 2689], [2059, 7341,
+      527, 264, 1912, 315, 658, 10753, 677, 81, 3581, 7795, 32971, 555, 264, 7558,
+      321, 351, 61798, 30535, 11, 4330, 311, 8254, 342, 484, 1776, 1220, 389, 279,
+      11314, 315, 279, 2010, 11, 323, 281, 1279, 278, 66079, 430, 527, 539, 75754,
+      311, 279, 2010, 13, 18766, 61535, 527, 21771, 2949, 279, 1206, 1037, 24082,
+      613, 318, 269, 4055, 320, 269, 24082, 613, 3893, 8, 323, 527, 279, 13219, 1912,
+      311, 279, 426, 4428, 42877, 320, 66243, 323, 24890, 570, 4427, 8336, 13334,
+      279, 4751, 330, 939, 847, 1, 439, 459, 42887, 5699, 2737, 69918, 3697, 315,
+      921, 2159, 14172, 339, 9891, 320, 11707, 321, 351, 61798, 7795, 8, 449, 264,
+      44892, 12970, 79612, 11, 1778, 439, 6409, 65, 86815, 82, 323, 53265, 582, 276,
+      17323, 13, 61536, 12970, 523, 2159, 14172, 27520, 598, 1778, 439, 2493, 5670,
+      301, 1815, 323, 25227, 3205, 355, 1176, 9922, 304, 279, 60434, 1122, 26572,
+      320, 19391, 12, 19192, 11583, 705, 3582, 1063, 31376, 1534, 523, 2159, 14172,
+      339, 8503, 12970, 29505, 527, 439, 2362, 439, 279, 36931, 31137, 869, 12734,
+      320, 21209, 12, 14870, 11583, 570, 578, 24417, 6617, 61535, 320, 9697, 613,
+      5493, 8, 527, 3967, 505, 279, 23591, 84474, 11, 922, 220, 1049, 11583, 13, 220,
+      71923, 2134, 304, 1404, 505, 279, 2678, 50561, 74265, 939, 847, 320, 36, 14046,
+      2985, 46109, 281, 5515, 72, 705, 264, 5655, 9581, 9606, 430, 374, 1193, 220,
+      1114, 2960, 86366, 417, 320, 21, 13, 22, 304, 8, 304, 3160, 11, 311, 279, 51119,
+      44892, 320, 73262, 2910, 77152, 3666, 355, 705, 279, 7928, 7795, 304, 279, 1917,
+      11, 902, 25501, 13489, 220, 717, 37356, 320, 1272, 10702, 8, 304, 3160, 13,
+      2435, 527, 1766, 304, 682, 52840, 323, 527, 4279, 311, 43957, 709, 311, 220,
+      17, 11, 931, 37356, 320, 21, 11, 5067, 10702, 570, 2435, 8965, 656, 539, 3974,
+      304, 80744, 11, 8051, 1070, 527, 264, 2478, 3967, 20157, 11, 1778, 439, 279,
+      17231, 44892, 323, 279, 15140, 44892, 11, 902, 649, 387, 1766, 304, 2225, 67329,
+      977, 323, 80744, 8032, 18, 60, 71923, 617, 264, 18702, 315, 2761, 14991, 294,
+      4351, 645, 430, 36236, 872, 6930, 505, 5674, 323, 79383, 304, 5369, 311, 18899,
+      872, 15962, 30295, 13, 2435, 617, 12387, 7437, 315, 8454, 481, 18311, 13, 220,
+      26778, 9606, 527, 72627, 56217, 11, 902, 527, 44304, 430, 527, 520, 279, 1948,
+      315, 872, 3691, 8957, 13, 8593, 10507, 2997, 279, 52835, 44892, 11, 6437, 44892,
+      11, 2294, 4251, 44892, 11, 296, 29886, 44892, 11, 270, 86524, 44892, 11, 323,
+      24354, 2025, 44892, 13, 220, 71923, 527, 10791, 555, 12966, 369, 44892, 13339,
+      477, 44892, 1913, 19724, 13, 9176, 44892, 22673, 527, 21699, 555, 3823, 7640,
+      13, 8876, 220, 4468, 15, 11, 44892, 22673, 617, 1027, 11293, 555, 220, 6028,
+      13689, 10213, 505, 927, 69, 11218, 13]], "encoding_format": "base64"}'
+    headers:
+      Accept:
+      - '*/*'
+      Accept-Encoding:
+      - gzip, deflate
+      Connection:
+      - keep-alive
+      Content-Length:
+      - '2795'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - User-Agent-DUMMY
+      X-OpenAI-Client-User-Agent:
+      - X-OpenAI-Client-User-Agent-DUMMY
+      authorization:
+      - authorization-DUMMY
+    method: POST
+    uri: https://api.openai.com/v1/engines/text-embedding-ada-002/embeddings
+  response:
+    body:
+      string: !!binary |
+        H4sIAAAAAAAAA1SZSdOCSrel5/dXnDhTK0JEITffjF7aTBQbrBEoKtjQZgJ5//wNfCuqoiZGiIkQ
+        sPfaz1r53//1zz//VlmZX/t///PPv++i6//9X/OxW9qn//7nn//9X//8888///37/P9W5p8sv92K
+        7+O3/Pdj8b3l47//+Uf4v0f+36L//PPvkkoLFhBjh6bHdqEiVfh8WHiw0nY4y6cHvD12ZrgLv+1o
+        qbcPLA9LlZmW9TEm1Wo38u1jnglBiW/wTXM0kc16DbN3FXBuHlcCajV+xEvhMqFms3MTid6KlqgJ
+        WvujmJk6VJ8rJWohfRH33fMVreX9goX4Wvl12YYNdM8DIgZpHm3f9eNH0dK7zXz7rKCJXI8YIulB
+        CN55bTZwfb2BWEkLOmz9Tdnp71xE2UG3saS+DZ+P7nIhX7tsh0V0H42e6rUNlyHVmfd8WMbae51M
+        yA6qTYwHC/whOTsYlKGKiUNXr3LS36qtTHenoEMhbRHnOUtRVaQRhfTe8O55v+whvnwVKnRvnfcx
+        SxcwoCLHaF8fjMF5yA2wN8EUHtXH4NUCIhQVxxUWJ801eu+rbZRJLxLivbylP7nZIYL1s9+TcPPJ
+        0ajbrwGiMw1ZOClBRqsbTWCVL87E1gwznkrQKhT2w4aQc4iyodQqE3pLdCkP/Hs5lILTgb1RziRo
+        dknW3VPUQebYLxZ+WtHg6S3HqPBQwTRFlPzezO0JLUX7wrTELX2+1x0K6RA+mXqXWczXDj5IZXNz
+        6DiEHzQ6uvNCEWxMcr8+pLg+2ooOsf964GVUauUYP1GD5vtltnbZoOHQP/cKFe2EyvmzK7krfAG6
+        y21NtHudGkPo7V5ocRQ9RqZo3Y4x2y9AzTuLGYetFovkTga0n04+8ZpFOK+/fADtmwex0ouJhrtX
+        CyhYNDpzAh758/UrhOtSImH0LuM+ekcRuId4gakmXcshDAMHLvd9hYVMpWVtZgcMPA1kYqUvZnTP
+        6UjhNd50jCTHjZm+yAYYKZvo6quRUnhfPBup95Qy/fVIWj5KHxXUnFpEe409Gqf8USm2NRjkHkmi
+        MeEaCnm3fXZ4Ur1Fy+o8ekB3ua+JZrOLT5XpY8KpYi4WNsHHGI5vZsvr4JmS7bkUUPP8phh9zRCY
+        +4RXyV0oHGVdZIj4zpGioVlpFdJltSOhv7cyqtyfFQjPQGBm7o1xt+ObK8zPh7j7dsUfmlLIy94S
+        XJaKg1x2eRWraKuVJh3HSzLXj9rBV/c0ot/1IeNmFHXoNEYiC9PLnXPzs+1Q02Kf4S7Z8d7udzY4
+        JPqS+TuayGmw0Y1nPm7hJsa0cGsVdraTEq24VXF9dL8vkJP9SB+n6zce1S5yNkK8UZm1s7/+oIYg
+        Qm8/JmLVx6MxKcU1QNNYY5Kct8dsUo/KBOfS3hBd9fJybPAtQYV0ZEy9wKIdfTfpoC5CRqyFXPuD
+        Ni0clJ5rgWy96GxMyJswqMPDYZZ2NxB9yKdKPo17kfzqbZJcgkHkCmXhblwZ/OnvKahXVcIfdLD5
+        YF+PJuI4TsI1whni2NdzYG9p/adHr91n5ynhkQQ4VV2jHCRUm6iMCo+4BnuXXVYqOWxVMaOv5jvy
+        7oMiQZFaIpLAetdoaqajCO2tE4m52yC/62A3oW8++SxwXkX2PiejDNfoPuCpPdjtSDYHCtIN6Vhc
+        CLk/nrHlwP4mAJufnz8k1/cJClARcbzV3eB20+9RQl1C8FvSjTF3Z4U6nBKG64sUU4t5E7qlzgpf
+        4lPF+TIzHVj7jkP09mCXLOCPRDHTPWLY1yJ/VEdljz4ivhNHgbs/rqNzhNQxGNkJ3XdGLya7K+LB
+        xibpV/Cy0TGRA3stmIi9eSSIP/2UwsJ77zDa5zUfo0oXYOHvZBZwrLViez5j2Gz0AjfiILe99MYd
+        LJh9Z77oRjxHya4ALEwT8Y2+5GNAU/VX78zPdjni6Xk0od5+tlRoJjBow9oIbfaezgyjFFoe5raM
+        7lTeE+sjWvG4lqsAsj7KSFCjErEVPwlIvSeUOK+ubjuupBRlzhgyf8dP6HOG6QBaqXNi3eiOj1B3
+        e9C3hfZX7121n2QkyDeXbTUulv32aOkQnO8VM/ZuFA+/eriYxoA33uERT+39ksJRxDnxkhKhaWmW
+        OmzyKWBh2d3aia/cAUb3iYivGpu2as/JFX76XGnntc/MKKLwBNkiRHl+MrZATEYRyCazeGwhTuXI
+        hNvy1JGtuQVjNCQrgUsmc7z2bSHu36wMoLnva4J3x2PJv0HWyHZvrMhWeBV+J66NB+zWcGUJ9caW
+        9vXVht1+ehPDCB/GEJw3GyReTjZzg3PUDveUU/Qc25AEjnzi3H6rDgrOt4oYgb8s2e2uYRjORoTF
+        qnz6nf+OAligrvnVd9l5FqiwMlTx7/kOxfluQveiA4XP+PTHo62oCJqzPs/PBacfYycg97Bb0ME7
+        ovhvHqenqCDZamGXU3J3HWkoYCLXVfE1xsYZImC4MWmbjdtytSxvtmy0jkWIgJ2WD7vJAcX4JkyX
+        5CIeP/fLCczBvVL5XgjG0DRXGe724UPcX7/oGk6gvVQJsfA+4cPY3oS/+9dG42V0V2chgCmEMlEL
+        fOCj70YUXJQntLkXB386puUH3P2mw5OxPPjjTy8Fp92SmYc4u4ttgIzWs+hAxXs53ckmkJEU1syu
+        pFU7rkS9UrJCK4m2F99GJ3+2L8B6tGWRuuYZE/fchMU5vOL16Wz4dXTeALQ3NST3RdGjeT56QNJ6
+        T8zv/sW57EoneMLGYnoRcGNMkNMgNuRbuiKO6E/i0rzCQ0sXZFsIZdvX9UEHy08OjIQv1xivjdmh
+        hffd4UGBl9FMe6SDu5c7WmbfJBsmbzIhC1Yt822tzrh0jirlKzQdcdV3+bv/D7xeDmYmTkpUzbyq
+        HOLYwLAPhbJ/szZA0bkLqWTIDPWZZaS/58m0i9eUdXq87eFcmhtGvPST0ce6MyHZfmxav+1vPI6w
+        EyGReUrCjaX6wqF/RrCqgp4Fi5WJ1ucTNuGlnwIsu1ctHtw4OwBfUOdPb7iOnoFSeIHE1MJo2ik2
+        tBc67vQvpmbxKNmPD/xBvjO8Uq8lF8tggbY66fGUbcJyVJlHUf0QbyQsT64x/XjA3izPuBoPQkxR
+        cilAvBzsub9Ug3+DuEL5ZdcyVVb8cuV9XVnuAtegAk4MxH1jOkEVStqsrxs0nbwdhXVxQZTzx4gG
+        objakC/uBdOD64EPm8v+BJ/jyLBw0MRs2C5aEbC+39I+Qms0frXKA9o4IgvSg9ryZNXsQfuOMtGH
+        r9mOr/Caoy7hGHPindHU11cTZQfK6Ggzyei+/Vgob2wFBGt0nw2LmyWAZ6oWCZekKMcff878R0W2
+        CVFXRepBOTD8ItZ0c0pecPsDm/t1RezzUojbz1lNFElbPilfTpXB4u7roMJ9RMTrt1Xchu0ngIPX
+        nzDsdS8eqvfyAGemXjBvkkVM7d3lA5fRbJlPDltjILuawuk6fpmBl307928q7eshZ8ZycoxGf6um
+        4pD9l7bN2cjWRCltKFg6/Hi15PZ36qA+BHtmOsThAnO3NjzaMzALDXY2vOoY4LOd9swD2pbDeBML
+        sLfrBVPHu9EKngU6unuZSZfvW1EyRH/+IcTsx1/jOT/rSN8+NOJ3bTXzhpfDpuM18/JTkdEXbQ5I
+        +lwZXmkNNsRZj6U6OGOCF3GaDTvp9kHFaWUyQ8p1tLL7iw0Pc+IzT+jxWolBRZeafIlGuiKrDf6I
+        AFfe9/d//ng0vavkZ/Q7+zXH+PCVNimG3ayx7Hxefqf1FxWc92ok9ie10PQStjnYvbYiwdK/ZJP+
+        nRpIB/KkY6CvDXrZPUVke6XHwptuoMnUt3tUSGdGpWODs8li+gCJs2dki+irHEKQA1icCk4M62m1
+        Y4HOD/TINQeLm0fC/67vus2JedQhfHSFZyB/pM8BIylXeI+jSoAivhEWOCwo38M5KdBn1++I6+FV
+        Ro9nSQdTY2T2C0YmHm+5B1lhlCw4nAiaVCfP4XycTCzH0Y3zVT9StHDlivjf8NHyp4JOcCoXOpWf
+        LYv5XboN0O/zA90wlfLhvG7hdz5dX9uq5RkRN1CVvMAbVziXQ6k9TGWuH3LbRE02bSUrh+06e83+
+        LotHlekUdsLry+KZT7tiNwLctK9LxautttTvdx7MfpXpxVmJ+2l82xAgEJnjHdRMXJy/OQIzL9g2
+        TCXOe6/RIUTbDvNGrzmvaJOCcPjUuNuHQlsXm24hJ46SsODgW+34OOUBlL1zYE6sTG2nvFUd0WZ9
+        pzP/8qfRfmzI/T2mx4e+jodn4YvSWmk4HrbtM5uY32zQcRJq5qD92++lvbdHU719sl8eMImdo0Ma
+        divMe62I++6RRrKjtjJtZ75huRbpykj7aT7fMrj3bB+/PIBZh8jlw8zHwMb1Ba+w4vMxGIMXtFNg
+        UXn2N/3XXQqIKZPMLISin/8qoHup25/fb4fr6eTIl+muYNDHrB2qyDlsJgM1Pz/ddj+/KakvQpej
+        XBr0UOkbtDgKHrMO2cFYdY99BHEStMS8Lbe+0I+9DnN/EBufCqM76ckAu2h7oZN7g6zXXjdAk3BI
+        8ftMdGP4zWe/Ok3McMSpHbXd5QFB0T0x9JbdrnJwP7/3xTCqH9lA7poO/m0r4UVaxfHr+P6aAOL+
+        RRe746qkP38kGWCSo9ZQow4/dxEqTXmwMDP3SMjfVQ7fzl7SZbzBGc+1RIVNZ6lsq90Ko575B245
+        AvwcjZfPywKo/ONx4xjHxtjxvIPseZKZhRUfjdMrHGBrvQvczXnH7MdSOJrplZHJ6mPeonMFKztt
+        SXDLjXhakTyF55u1zOTMioXbSj7AkpIjXv7WXyergeMVHBatuYN+8wE+ouQwff9mvOvIKZJbzexY
+        +lpNPtXT+CQ7GXZJWD55zFDn2PBdHY/Ez2CHJufjqn/5h+5uv7yf8qr68S2b86ayA6sVUYisjnlJ
+        mfHxdnYiGNfxnQqZn6Dh6ogCLI91/Vdv1f32idBVgAXzxNT2pyu2AsRBB7w+07s/bovXCWol/zKv
+        ddcxneevMkb0RAwj8eLprN8LQJunyoLe+sx6dn8gpbI/lKFylXVnQUohLTY92yKJcjbzpLx43Ka5
+        //bt8GSlA69vYRBDqnuffje9Co+mjkk1+2Pebt4m4NU9I8bjpfG1WAaAnsPiRekiluNy5g/wxGIg
+        zkz91JM3V7Q1g4h5Rh5lkxpFFeTJV6cAmoiG3efioI+8/DBne/wivvkWj5/eM7vM+phuYrSAvqU1
+        MZbKlA2GiWzgxfAlmvzsjGHXLiKo1A+mQIwRTZKoU5i+lDCPoAGNwaKU0bvcmXjYqvSnf1eoZXP6
+        452Zfz9gXj57+qqzhz/XUwP8tLaI0Rq7bMirTIfeLiY2z/+seWwXf/3HnDt+xg0oqQBSG4pEUzOO
+        mLLTcugl40Zp5JaowyyV0czDxHmtY76+TmED5LKoSXhmbzTE2DLhVILOvH6/b6dJfzqgSyeD2TyU
+        +St7ejK6ZIFHsB/IMdM1OwW9T54sm/0pvdgrE83+mgSz35i2/HFCZn6+MBy5BuqdbU9Bap4hM8+i
+        j9abb/MAHsg2ldR36bPdPv1ITNXORBeRy3u1SzxwqRDiTeQofueUffDjNRY6js6HuX5kgvuBWHhL
+        20nVpQOSuC3/5QnT+NifIAp9ZebFkg+nfdP8+IBYGzszql3tU3gjZ8vu7bhFlSgkgGZeIH46PIyZ
+        /yLZXn8s5qgnVlKnQh+w9ykmYX1/ZcP1lDsgYi7ifpoKfxpQAujXr5pLd+WUtWKCyt47MJ3DLmbG
+        ADn60GNG8IKX/p9fnHmf4IUTGdPVqWzQ6dab5w3ik0jlDzTby4cY87wYbxdZRI860vD4nFYZezqV
+        A/f2cWP2ouZoHJdBCj/9t9NY4tRTbw06bK4y2wosiEfdPR+QHizHmf/CdnUfDyIc82PKvPwZtMKr
+        swuAm46J7Z/dttOURobfPMXbdZhtOpJHaC29jkQN3brlpN8FCq6cL5v9UDn85qUQyypz98dnxt0u
+        if78ku33C3+8ClIOB/dg0kW0fPp/ehcrSUF0YykY09JsVTiNyzvR7jlDU+x8KLotKoNs2Tcp+SHw
+        E9h/rf3s7998+PmlYHlqZ39/9Se+htOf/9V7fvrpawUsgw1Wpkk3aK2zQV5VuMfDnMcN5O6qP/0j
+        9kWxYk4Vr5Kf19uRmZm/4dOdDIEyNu2BDnf2Ngbl7ehwvC4cXA7+2x9M4enAKUuPtLC5Hq9ldzwo
+        1+rAmQbNN+ZePizkY35Oaf2+Zmi8XfsUEAoC5mhBh3j3rip0bbuKufmkoan2akCXIdFZcrHsbJrz
+        Onh7/ZkO8Y3yAXfVCdL0rNLPxjPjOsxVTwl3DiVuT/cGt78yhdPHUDDwi89XZ6fS4b1EGEtIY6jP
+        g/gBy/7RzXm0bLx/+U+bGQ1FTX/mI/s26V9e5YtL6vMEbRMwhCQjftOvEa0SN4Lb8tAxI/tu4mn2
+        l7Kj1vL/4f+T5R8gCASVXFcb1DKX6YJ83PUR0feDbAyliCI0zwfmyNcvn1DYDdCshRO5lSfXn5R7
+        XaHX5Lb452/5gkcBVKUpEW9vBsZKKq4ezO+PGcOJxYMmb06wzX2MsxQ12fqJ1Ekhl0hl1sQVY/Lv
+        kijv1YdLjOfbzcbvTlahic8O+9XTxPDxClro7FnstFU29SJP0W8/R3+eVqjNQE6QOH2uxBeFEg3V
+        8X0FSdtv8DCuEn/mjwFFMnpSJOU39JcXpAU2md7kdTy8d2QD+eHxIu6WAKfvSPJQUF48Yh66OuNN
+        3E6wi6wL8/W13fLdMfSgoHRLLJ5H/uoyZBv47VdYphChoSqDCZHPR6DCYKVzfpRgUKvaJL7kuNlY
+        VpkNQeoJzExXr2xIx+sE4RGtsPQEsxSxUO/R52jZc/7q8tWKJzZ0Kin+8p1p/Yz3aJ6nzJn9+NQL
+        qghaKCASLNvCZ2srHmCBVI0k6vOCJjU2AoiD2CWq4N5aPmpVBF5URczafAw0pAI5ofn9sRgv+3J8
+        GpcJVu2nYOR9K9pJSH0PoK4uTG/quJxQZpow6yfBZu/xOg+yh1yFOGGGtU4NRibxAN2ipsS69k3G
+        9ybaw1d3tL/8bNR2uwd8+mYillnb7Zw/iX/5O4g0QeJ3NV0VZTLeeDPz/bhYZJ0852csXFzecYXZ
+        XobZ79A1270Mbq9S/bdfQUhEW0TDbT+gX15u3lwXTVWiRcr123jYea05n3rBEWTpPdiY20XvV2dh
+        TGD2q+THP32C1ArG/vRgM6/xv/03otIDXV4fUvad80uwGdPoclH0vHvvtjK6Gh6wX14z87CqzPxG
+        tme6NIZjIRQwOk7NrunhUXbDRvGgvekhfZfrjvM7Hxrl5zcRbJ98kt8bEUnGwsSboLK4QHZPCk3+
+        UpnppPG8n8QbYLgy5/2mF6JXHGKZL5ORnVKHlOuFqA9IwUJE9v3tyccWRRvYa1KGRU3SyoE+Yweq
+        0paIbYZbX5wiNYcTuXJKSzQavZk8K8D3j0yfP16a+V65TV1B3FmfhofOKtjc8xXRXrDxKXM2J5jz
+        aNok4TceLkF8hTo4Ylo+B972P3/8l5ee36d2HdfC6+ensSymH4OJj30KECUmCXyJGLNfv4JM1Ixo
+        Q5llPL2dsPStL5xCs9tk/fSMMViJemcGb8F4v7uhUar0GbBQW25bvj0/BOh7C8352DPr7EtToMi3
+        dULSIOa0SpGASvNTMUKHRzb+9PkjBneSHjHmnWFyE447FhHvKUrtpPf3AanGLaTKbjwaU5W4e4hk
+        6Tnn2XY2JI3ZgHtSvF89oOnMMh2cTJ6YdSu/ZbdcXl/o9fIwPc/5AW26TacEYVGT7VVdtRWerCuS
+        bsGFzHkiH3NwX2jeT/jljX7f4GP6p9f+63VFA+hShFaCR5g273/ymS+QvU8wcdCNxHQVtAJqVmuO
+        x1/eL5dHXT77oUC26kR81kQShs32O9HRvrzKX3+jF16c2P8AAAD//5ycW4+DMLal3/tXtPqVaQUI
+        wea8cQsQLjYJCSHSaAS5AiGEiw22dP77iFRrpJHmaR5LqUoZ1/ba31rbFbR/rgBT+5MAjvCVocmR
+        bIsP72cHyf7tYzc9V8EI1kEDzxE6Y3v1OnBerGoB6HYgo3ld8mrmKbnD3RM/yUrK1YShr1hCYh9S
+        Aj6RXi3z/VL91+9WwH//j/+PGwXS//tGgZDUMlmpUsvpYROn4OwkH+qb+0fB9+mrBoIWCHSnGXE/
+        euoLwVn+DNTzO8TnsfdrOI+PPVFWkVBQqb764CEePtgs+yZh7XUtQKI5OfbtEw0mcoM+fIX6ERtI
+        HBMu1UcPfmeWEhqNVjF9PF+E6eNajzAx7sGkRA6DWiB5GDsXm89um+Wwm0dOUYY/PQenSoTIvQRI
+        2vC6ZxU628BvLwYBLzZa9IINAiwwOahkV6fnWmHkYJJbTMNKlK3u9NqVMCt9kUbbvEnmbv86arat
+        vLA9nG6AGp8jguP3GlK3lj9gWm8CUzG+zzf15ouZiPcBqDDppQ5HQ/xO6J14pXqXUEPdW7lLGBAv
+        HVhv65IIq22TsHp8Opqr6D4Oq7GrWAs9CO2dqZO1tSSQ4boc4NHrZLo9eU8+68eLAL/HlU/miJ36
+        6ZCrTxXQKvp7fx5LY6u6XOnJ63btCgLX6xxY8Fti47ynwfx6wytcb5sSKR+1rfgt2LNNN1NO+GF7
+        6Jf9nSA39YCUK3eVNMVJEOAK2V96O+4IH3gUQzDY9zeNVKUMBiVCDG6zkiIZEDMY9yfFgzd2E7F1
+        Obx7rnw3A9hmjoG3pTQn0xhUqVbO1w4/4HYNePgJJxhudx3RNnKXzGf/3UAQUQcbaDT4JD5eDIh7
+        O6QX9/oNSG9driDYTTn1b+8WDE318sFjestIkb97i9ePLFTSpLbx+fq5WSy1lONGX5kzWsOd1nOo
+        HBowHIIICVN9CuSy9Z9QGA4l9ixcA3aq6QHejukdtSTJ+VBuvgqMczfH+nC0AS8vrIVVYTAcNGAq
+        htwwRLiVpi/dJRsffI6PQQXvV8axZQTYYgThVg0OV5ee36veYuTKBhC9bm9s3soqaJJhp8CvS2Ns
+        rtxHQa/pwYdTaZtIjUSvH+rpmoFCPLGlPvyexYe2BRtrqKmRaFM1gcqPYcvICZvr95fTKGjuYFTP
+        LUYtEsC0V4IBovq7RVPI7II1cp8Bs0gHbAbNp+eb8Fn+1X+uKPeKqaUuQqrcOlJ0XlV0056lKzcN
+        Lbrf9b7FY64yuNqVVxzye8d/5xO0xHcpPshNNZ+MLob9dHao/hpcwBXoP4GVSwUNgWgE4i3vHZjQ
+        Z4FNRVLAeDLKGDqWWRGoHyTAOwPK4I7kPbXZJUo485kKzFq/kKmRemsytlkHi7T3sXOroDVXWifD
+        4HB3sTlkZ+tuDWkNQZpxfGn1V8+yELSKsnX3GN1zs+LG17VhpspPtLlkdT+p8eYOzjsho84xfPHx
+        mfQdSHa1hM/sOoBx70Y27Cb5jE37IgIaS+8ObjPtRnfF8Qi+b0u/Q9l5vmix2rFkcuXnQbPLzw6B
+        eCVZ8/40eXA5/zjA2s0i111AwFbfz0i5XNYJa7+KDwX/WmBbx5NF+V1ogLjCL+xveMdZ1H5z+FF6
+        TCNx/ATzb798n1yw+RF31Xz7Dhl4Hi4atY5xxImRtjrYqI5CmGZXPXlyU4Fe2JxpeNqOnBiOaUME
+        VQtpR9MqmNkqIlSfj+inzwWzp90Biqf2Qp29oxbD5V6Y6utLIDW7qABjsH3cITLzGFu717uYNsRv
+        oRgVOUbfXW9RN78zVdE1Rm1exv1UdoIIt9cW0cIuXN6l1pTCn17avJwqvk2cFLjRM6XIG4SEKuP5
+        CjUW3bBlP6JezNl9gHmdn5AGjXc1Kx3w4bAqHOwdd201vll5h9yPVBrc36pFemeNIFzTLzZ2vR/M
+        og4geGejg8Tb48v/1pvZ1xApbhonM1srNRzuxki+Yzwlw05TBrXxNUB3vAiK9SHH6aa+hGfqxhYF
+        c3LzGrjTw4aGxjHqeda1JvC6w4rqu/dccJAof/q9IBmoRnO3bzSd1yuK1+2Jc386HMC53RLshnRO
+        mLGjMowv7UDYB5wC9nF3Ofyc9zJqvDKymJIrOUSb6EDP+UlOyIkfjpBcd4uT69KEnepPDJbzicPW
+        egVTUU0N3Kq8RtPXncForHWiji+MqBnSwOKHTXZUL/HkUkMebOujzqanSaE54t/z8u5wmDQfagjv
+        IgkkzBrSBraklqi1a2MwlV9LgC+Wf3EA4KOgaOiOQHjmJl72o5pT+SuD6PV4L/sZF998L+iwBvqd
+        7gQ/4fOWZwy2J7DDtqrl1VrphxoaLrnTHVS3AQdWYcLwJqXYFMmYzL3sQ+hLKMKB/N5aLHTHJ1QL
+        dYWDXZ/287u0n3Dwahv7rDkD7gVTq4VdV+JQP0h8dmShhJ2U19QmhxeYBOGegWGnM6r7RKymc49i
+        FTnwhu/VfOVjzHcptABzEDDcXUHdPGWb23hXsHcKnkt9TARWuZfitA021lCcoids6jpB0kF7V2N7
+        fRGwOiwTAu+b9cxJT/Jfv7DMyOHj2VMJfL19iv2Vdak4EUIZEmdwcOA3JZ8RvXeAVFCn0dc6JOPx
+        2Ry1Xeg6pL41p4J1jN9h2+kttYyD2hMbRzn4Cm6NMr8jYHy94R0qq7eNL0F17AnMeArV8/zEqHWT
+        gojIz2D3WLIKXspgck51Dss6nPDhlCgFfVCQw3K+d9QPWcxnDSAViE0lYRsoDWdCqNv/4S0dw759
+        m+MB3OJ+JNzvvGpuw2ACQzPmZMJfHcjP+iyDXdBlBBb3FRhS7/EE68/6vPSrHWct1AVYy8oK2xHZ
+        VQSe9Tu017uUbuE2KNaI3EI4H49rGvXuC0zj5nD/6QUSNFhZbWpvGPigoCDP1/Dhw2rufaio9Y4W
+        yqQX6xaeQ42fLWepp6iYL9QNYaIgD5vbYujfP/0+jd0NR+u6qqaF34CluCckAymqhnzqRfhbr5N6
+        zOKCNnlwjKcn1f3PN2Crl9ypufak1EHgYfFUanO41y0DB2hEiRiwKYWpr56xP0RbzvktGMBeEj5I
+        /kYTmMXVzgRKc++Q8JaGitrTMgE9XDQkPz5BRYbGQ5BumUstI6DW9Hh6LTx2JibK1wqtv37tmssN
+        0IXHeJAY9l/9uZVIeT0dmxYu+oVaZXzymQ8KgjG4cvR6M72azMvxqP70GG/vWT9dN9QHYVNZiMtf
+        H7QLf0BM3w3qIrHtmWxDFchFdSWqKpUV/SibKwTrKcT68veW6j1p4PUidng730jxTcKygyt6Nend
+        veKEy41rqu06LnFYy8QiQS0McCqfE47tk1mxtq902GEdU4skx15e+A3AcHYpTvdxX2tdTqCWdUek
+        Lvu56F2tHburhtiwD/opizQbWlN6pG40fy1O49sAN1k8I1jEHmBvo5fhQxxP2ICW0HOk6QcQGwUh
+        7FeP7sZu4CcXPkSUxp7zyerusHRKDy/6z/nJTAgMqlOFdzLdAXqcfFHt2ndGNDwMnJtr5sFvnGlk
+        PGxXFqnQw4arD7YRUCY9kaUS2XAOXYX+8aSzphBAWYzo6fYu+2mqLgMId8kOG/1O5UOyJKgr5Hyp
+        +XjfARfGQ6h9j+WVLvzEf/4KagzfSK0ZXULT4/AEyWHh2do4FgM2Lgc1FCaDFmY89BO5Goc/ftql
+        h5vVbWfR15b1kKneLv1z4euWNBJpP6rXD6EDHUiVR0fdty1wdtS3LRxUcYND5zbxcfASUc03koCt
+        UKrA1D3mUN1nw0gdr4wC8toWDFoGNXA0f1bVMIJtqkouQIixTqtY1q8H+Os3D7Eyk7kXM0fdCOGZ
+        hmXPwKRdIAN5nZ2wd7mci/4lxRAYsbih2xMeihn1k6Kp6LulnukY1WwLe1+7D06AdzEw+SzcpEHF
+        1FeoJdhHTjYTEWC/E2aivNoy4Pv028CLJQCiDtGSsB+GI1S1Q4Z4dt4UXJYHQR03ikpxBNRi/PUz
+        bZ4oEmQ6BUPbzfVGfeoPuifYLOSh0ZG28Ard1WpucZ9tfeiRdYgN91IV/KQ/Ze3xMUds0VOY8Idp
+        x9pWYl+qJ3bH2ceDsXq8fWdq7YVPMG2NligLH2P/8boE3FyrHvxQx0HrbXHg80+/Fn6gqFnXCd1n
+        1zt0LL2iNwv3Flv4HZ5i6UC0Ncv7aX92ZaDvU5/aY+xbzL4pV2C2dYO3+b622gcuiVY9gj11vfbN
+        WeXPqSZDRcL5EL1B30vGUzXehUOtZ1Nb4zq/Ifi6bibqlfM7maL+NEB6V170Tg6o4N8H0uGxOd/R
+        RvA5H5uz7cONpF3Ia6nvuQUjg+jtcrRWN6QfAqYcofxoAXUqcv7lAx547NItWbHsEzC4XmfqTm5U
+        jOz7J6G8yEQYcyzRAEgczDZtHDjcrfHHk0W7oVoJ/cd4pBa9ngFz1fVVnUZYos395QK+dhe++MCE
+        ppdr3PNO30G4rvb+X17A74/bdVM55hpR/XQq1hehItobNz22pbEHvAxwo+xt/0mjjSaBCUiFA6ey
+        nNBcCw/OSuV510i9vpKVEb8qDj+wW3JzG/t9MPLa9TY+LJPJxBnmzGouqCnV0BMLamyvq2KqGY7h
+        /SwM1NWDOhjxIbqDZT305+e5vI2d//Dyc8Q9n45eDhxR7Ghu7lfFrAFHhbVe9mQdKceecW3IwVdO
+        KyLvHTWZl3pWLtnLo/itX6xp6Gj+d748BZzBdLk+fe3R++Hv+wvSPctWO4WJjXexnla0l4zyd36w
+        dzkEYL0ybhBMa1vDDrmtqsl+DhOM9voaR+seW+z02j1hVcUzWQWlZ7HVM2DgYpXRkm/ogKTpzoPH
+        9WFHvf3a4POc0Qb6Q/lEZdk7yVr5bgi8ru2a/viBelpUwuh6/WJflcyeeTcSQ9PFEY62rxmQo5AP
+        MK0fTxocwzbgz0OJYJX7KfUe/Q0wFU86tCpNXvhc4sOWSTWsm/ueOjTrwaAez0ihppuilVfrlsiK
+        laNeifTGXqJvrfUmbEugd/eaOo/nM5hfcp7Dt6Tpf+uXz+1FUKmDJCI4+bpioAIEpnM8YLdkSvDH
+        U4PX2ISTcBdweE4JdNN2xnczGQKWz6cYWBCJRPoIx2ouxIEBGq1kIrhXXLCf3wsOqoRWB+1gzVH4
+        UcChVyNqh1wrmBJuUxBv7QfN7GZVMBUrS8Jfr3B3reaApdsKgctGfeHow6uk15PsCU6sv2DcmTEY
+        2Xpq4GiVDV74mbN3AlvQDKcjNW7X7i9vgqhGZ4ojkYDxQjECt+/pgm3Nk8CfH6N01nB4K2n/x08Y
+        QBsfz5FlzSt9KKFaNwNR3zoDxIoOJXi/nwds8Ozdj2kTKHDJM8g1dbf9/CVqCb+BSBEz0aUaF/0A
+        i98h8FbYVn/I8RH0EDfYdl5pP2ShGUJMPw3eGdml5+7XkGEAHxqRtudnP2kF7eBSf3h3yeyeK31d
+        w7du5WgKNxTw+hGHIC65ixFm76ozdh8Zbq55TDatO1rTQ193sIJFgCMz4sXcyybUNtlhplZ2vhTT
+        syI5cND9hCNhFfXTT4/0/aTQ61t5g77YiiG8vZqMRou/7ecTjwF7IhujvfbL+/YCLNtJQzyGtJhC
+        B9rwEw0jNsxYD+TV9Bo0Zgo+gQnsEnZVRqIkaGdSly0T6cVPgaw5JKTmZVxJsnN5wo+4NXEwvU7V
+        tNQ3fF/lN0V7TQc8gbINZ9kXsL89N4C76ayDHtkxWXvtFqwxvnjQGXwNicv+Mldd3YHknSANEXet
+        Mbo8HS2noovvLRL4n553rd9RHI1V8g5bFIJPfzlRW6y9noNkgmC1Uibs3O9eMi15A9xmqxvdWuE2
+        kfBzekLqhBLNzGPWE3fXNTDcPz2KS0nj/ZKvQul7+ODlf32qqT9OMqiq8YH9gxaAKRArBG86WhHg
+        PkExMn93hb+8UMLre0AXvwv76eSQRa8XfxtAoAuNRdH8MBKx/AYCkN6BR209LarZGgGCqa+caTBf
+        DSAveZ56Ox7vNLtc1sXPbwIgugV2l/yIBVvW/embqW68QlHj+QqPt37GOFl9wSyZRITuFKl4e618
+        Lur1dQDJgcZIQbNa1EpQKJDN7pOwOSeAhZl114C4LbB9ileL3hwyOI9ghUPNjq2pe2zQj/dwpohh
+        8eNJOH7vIRFVWlVLXqED7yLucWRnpKK34DJBXFGHCEv+8l1nXQoffaMS5tzsYt4eruqfPwuHvWKN
+        r7d4VXeyH1JvI9uW9L0fGziNQokxWD+rGW6uJkyi4YjzcAOLqbdzFSa0LKjznLA12TGSIYhGB3u7
+        V9DPpVfFsN9KB+rWGk8m19t4v69xkJ+rYFj8OlT0FVv60yYYBx+RP/3jz5H2zI+BDrCSJGTd+k4h
+        p9I2BL88wQolC7BMLSe45M80eHz2nEtxdoXfIDPwwhfWxLJLCh+H65M0Usd6+uaJ+utP2Ew8zZrA
+        eivA3Qm/fnxTjOOgXQGgzoNMK1/pWVtEjgroK8I4Gq2EYbqRYRTXO3raqNOSV7yff/UZCDq1Wnkr
+        pFApzwHZSE1T8YWnoIsujOL5lnOqfOdB045PiazoYVUNzvkRw2tYT9jbr19cXHcPAfDDdYM9v7IS
+        ZuNtBjN9LvCSp/Vz+hEmKPutTvGY0oLt134MDMFhf7wnRTvfA2P2emEj+KgJ/zRtC/ZjrNLYJ2Iv
+        zutTBpGWzoTF1q4Sx6BP4elYWn950rB6RaH662/B2Z+saTfmk6rYXUUdmUtgvvltCuVZP+E833cF
+        mRVH/uvngXuhgHm3JoaOtM8WP/wGEwe6o50/vU7S5ee5OvseWPwW3QlWm/A8Fmu4oncTO4LuAY7x
+        ciM2yRRy2B6NYMz61x0s/pqG4gcVXBZVG5zko4+zGj573myHCazEu4B99hiK4dYbpgZD7lL/xR+A
+        49dXgGZ8av/yqFk1vzXoq5eKzkcfFDMBz1Jb8gQEdr1c8U2MDmq5iXp0aiDkc1+pPux8dULDmGDO
+        EyjY8PsuFHRd9HB2tq8OTkZwRqv5pgI+WeUVeGF9Xnh6C+SD28bg9qoznPbaC4z1vqlhBS8BNZ2b
+        nYgw26k//sFG9hKs1gpfjgbLWKe7Vjd6Tp+gA2vHiKnPsiefI1/TYZLmxm+e1HNfV2LooOuJ/vXb
+        5nSJIST+E6mJvU5ok5oDLN2ixtHiDxYem1S9A4dl3qVxVo+tA5e8ghrP9bEQc5YOcMlfMDJ8Dyzn
+        5wibzRthozdpQX71L2unCi9+KSGzsxFg7voF/uU3JAt0BqK3n1JHcMXFX9UQVh9RINriV+aoyIWN
+        tRWf6NsIu4qJ92cKN/bugL1XW1o0n6crXPseJWR+vJKJA8+BqcMUNB2dkjefS45gu+cdeg/H3mJF
+        c1XA6/2+/eWf7L6SfZBbOqR+2L8TjjTvAHZhJdLIjJKEi8aYw+Y8u+h1u/rFPLFEh805vZDfPPE7
+        nwwZppDcMTpHtGJLPwKGbY3UqD7vYt7gqwx++eA+9Xow8vvWg213SykWqzLhqz1QfvuNVrEj9X88
+        emWrLTXiVdsv/J2B5XlwkOWrgOWHC4JImx8LXyE+uXIbg5Wox9jRQ5kvfv0O3ZzFRFRlGjBruNfq
+        Mq/Fun0qq+mCPwJc8mcctHbCRVasHbh5P3ukNMrEJ7rXVY2uG0SIKoN+yk1xgN8ReWTz3dW8nqo9
+        gWeII7xt4BXM8BMgdcbsi8R7O1osCzwGkz6H2L6/XtUwdJ8M3odyQ3fLfIXFh2cLHyI9UefrvAva
+        WBsV7gPwwt6j18CvXsBqOj2wn6yqajqxVoHeutzQLQ0+PbMffQr1/dHHv7xyyDbzUYusScPB1+l7
+        HtipDhc/hwP3YCdr9VmH4OQFbySvTL2aX86Ua9Unj7EOt1uLLP0YNiYL6TK/AnNQt1e46Pl/9Eg+
+        vjLNkZKMrIYoDLhv9h68YRbTUAtAxel8qeEjUg7Yy49VP1XRuwXkGlBsrvQETHJ6PABSCTr1dWRV
+        lAi2CJ8r7NFfvyaz+HWgn4gikZbn+6YfeYIqdjm2b48dqCUzbjSPweFv3ktepw2Bsb7SEZ/OdcGo
+        ccygdxoYemWJG0gP4yDDN657HFmpXM35XtbV7nHVqDFGXdX3pTJAqpgQGwSbyXSqJBlOAF2JyjKd
+        U6l8xYDTgVEztr79tH8zBfznRsE//vnP//n7zIKmvd3fy8WA8T6P//4/VwX+nd/yf4ui/G8q/322
+        ARny5/1f//WfSwj/+vZt8x3/19jW98/wr//6pwK1v/sG/xrbMX//Xy/8Y/l9//2P/w0AAP//AwDm
+        daMVN0EAAA==
+    headers:
+      CF-Cache-Status:
+      - DYNAMIC
+      CF-RAY:
+      - 7b6d34be9caf16f4-DME
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json
+      Date:
+      - Wed, 12 Apr 2023 17:32:00 GMT
+      Server:
+      - cloudflare
+      Transfer-Encoding:
+      - chunked
+      access-control-allow-origin:
+      - '*'
+      alt-svc:
+      - h3=":443"; ma=86400, h3-29=":443"; ma=86400
+      openai-organization:
+      - own-45h3iv
+      openai-processing-ms:
+      - '1177'
+      openai-version:
+      - '2020-10-01'
+      strict-transport-security:
+      - max-age=15724800; includeSubDomains
+      x-ratelimit-limit-requests:
+      - '3000'
+      x-ratelimit-remaining-requests:
+      - '2999'
+      x-ratelimit-reset-requests:
+      - 20ms
+      x-request-id:
+      - 3301ccd4f99ce79864700677997b0a0a
+    status:
+      code: 200
+      message: OK
+- request:
+    body: '{"input": [[831, 677, 31172, 272, 762, 14087, 68, 17, 64, 25350, 1774,
+      1897, 51542, 9081, 19272, 1135, 65, 1774, 67, 6069, 712, 2689]], "encoding_format":
+      "base64"}'
+    headers:
+      Accept:
+      - '*/*'
+      Accept-Encoding:
+      - gzip, deflate
+      Connection:
+      - keep-alive
+      Content-Length:
+      - '164'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - User-Agent-DUMMY
+      X-OpenAI-Client-User-Agent:
+      - X-OpenAI-Client-User-Agent-DUMMY
+      authorization:
+      - authorization-DUMMY
+    method: POST
+    uri: https://api.openai.com/v1/engines/text-embedding-ada-002/embeddings
+  response:
+    body:
+      string: !!binary |
+        H4sIAAAAAAAAA1R6Ww+6Orvn/fspVtat80YEpWXdISBnWgREnEwmgIiCiBxaoDv7u0/wv7Nn5sYE
+        JGLbp7/T0//4119//d1mVZGPf//z19/v1zD+/T/We/d0TP/+56//+a+//vrrr//4ff5/TxZNVtzv
+        r0/5e/z35etzL+a///mL++87//ehf/76G0JJouZzOIPpNUsDEMa4ocb2k/ZTfI9LmCZCQq0i/WQz
+        2kov6JoPmaKj2qiz7Q6m+IncK0YZc9TZnE8yKLqLgZqEuGz5zDsO0HN/QcsYcqAvdmlysMeix6qC
+        eDCzJ6dD/cURbD6mD2Bf9qmBr+obiu7PT9+X89jBvqkh1ufsmQ3G+GwkewQ6PeXGxlms/QVBfip9
+        fDpZfbZcLWOAvtJVZHe67tlw7jcL0HtdR9tvrgCWHbedKD0/AYKnflaH/fugQNZtjhQ7vsY4HzUy
+        VFGrY708u9mkiokNo9oMsL3162q+1JMucVutJhOIDDAFFm6A4TdnAjbHjo09uCHIalUk07lQGY2D
+        dAM1p7ijPf8JGWt3XQerfe+RwxG+2ZSfYA5MNO7Rrr9YKr01z700bsQEm+/7Bkxnl4vgC57P2Fji
+        Akz2qx6gUBCPqmHigHF3IAlUbs0V44BpIfuejxNIzOiAXcEB2fLBiQzxhXcJdxEfKhveyQBjeEuw
+        d7neMvp+ZgNUSrGmxj3i1VmtEQI71lcUucUho49Yb8ARpDeKv/kLzKxICJwM60Hx8UvD2a2L/GDQ
+        r0bEu9aA2T3uW1C8zBOOgblX+3s2KpD1SY44Vz9WC3CdBew1lFAUHfeAWcUcSC4RYzK9yqGaBc6A
+        sNl8eXy87VJ16s9nDnTf2Ka4QEK/jJKygf170Kn5+B7VHXzTAeRC42D97Hjh7DS3F2wF8YHVlNP6
+        +WCnMngNi0K16eI77Er7AWiv8IBNaLzYgJjvw/Ua1fL2/qee4S1rGsSPX8K+l1MdQDuuRWwFG1KN
+        u/zSwcK1LDSVvVUN7saZYH99LGSJK1zxJOl0AO8Foe6XJYB9DroMF9KcsCHTEUxbX26lw65Vcdx4
+        vDp7r2ERTTa36JDXG0AvzM/hZXrssRy2mTPkRmPCrXi1kGTBRl3gsBXFz3C7YWNId87X39kKOF+/
+        kOqCX4czgoEpJXIFsfkQSD85j2MEhqztsV7bp360xmcLT6bPURuLczUisc3h99IpWOFZVT07SRG3
+        WxVa9CzxQB2oVvngHDOdABEn4fRk0wQn9Dpi/SpP2VyxiQObR8RRGwyPagmvHwgmTnGpe+rP6jhy
+        Rx1uTLnFsuSfwbwRZQUobe+gj9ILFeXfLYSjPGTY7vJv2C3Dp4XmPf2QpyJ8QuZcn+bhyziZ6tbz
+        40y1l/PwjqMFy84mYpP4cn0Azk+EfTm79GzoxgW+7t0eK+JSqNN1L9VgCHeEugd500+xuG9hNMwU
+        axP6ZrPYIxOE/o3DVi1fq3X+bLjLOYOeLEXraV2dEvFbEx67/fcYLppJEWT5OFKvaXfqtP+8CAwy
+        boc+gOpskfR3BD6Xk0fUZJM7bF8qL4iE955sN0Vf1fx4tCX+menoqsdqyBLrZgL32tjYtHdvNjhb
+        qYBiFOSk065LOJq+v5eaTc9jxYi/YMVTHqKzu8dqqwGHvJMz/2e+T46bgbfBzQvkv86IoBPo/TJu
+        uA7maaiiRe0Lh3nzyYR6BiG1wtMlY87+EsCUrwGWD8UjXOLOQ2B2PYSddquok3ZtN/C2FAlF00MM
+        h7tmL+DgPzcoiPOWLbsnZ8Iacjo2QnJiQzr4ibQDIqAGMvxsSV6SDt5Z8cD2tS/6KbCMGqRHbab5
+        fjmrNPafPvjhbZrFdjbVTm/CnZ7M2FmGBDAvsAlMhWOMFiP+sqmVFA6y+ihSM9KPgB/vgg1PD/uN
+        yPMGsjGuyQDX91ErpVn1ANy5gOCsM2xnuKrmIelkmBiFSnXZfDgT9p/ab38SoEmgor3TR+AMlyNV
+        65QD8/dtIKAvaYjNIDmFzGWmC7Vvm2GrNCtA6nuzB8/WJNj1jC+gx5vdgDL3PHrU3iqoKxJE8PYS
+        2a/+GUPuEMBk1x2xetHbcEidQAT+/m1SN8/4kPbeRYEY9h9q7i9+OP3qwTYeE+K9tAznzD+k8HVH
+        d+xADfQzz6sKRJ8OUbuZ7z1D43eCUX2C2LCR4PTV28yhZX9v5CX2QjZIV3+BXrjR8fEsNdkgv7fr
+        Nuc1itXxlE0DLk14oGjA+i4FjK31D82acIirNE4dXgHzYaC9vti23Uu45IKriHtX2GElvrycEWis
+        hhOCOb238dxTMR10OAfdGyvHtFRZN7QcKNSNQT354vdL2VYLODXAw3bTxWzFt714+lzale82jCbW
+        2YbmxcFoZ3jPbIRH34XRMvWIkx4ndbwJDoScLe+wFbEzmzzxIcNqjxYyL9HTWbwvhKChHwWr42Gj
+        kmvz5IB0uBzI5nkD4QzLtIPpB77w/VDq1aTTzD98onbBxVv7qHM4yO4f/uyPJ4PxzuzpIlVMHcts
+        NjNWNYsJQ7pNqDYZr2rmuVsMq+eck13qcOpE9XwDV72Aj49Ly5YH2iRw3OwTLM/cTWWH/D5BMRqE
+        la/qinrL5k99Y/tMI8aGt08gsgqfPO02ymZNYg00zvKAdqkTORMoriUsuquBHXvZVEN8AyZg7qIS
+        4eE/2CLifSlevlZPsRXu+pmSVysN7vOJjez8Dml2FFpYqNCgcZkwh+x5VYM7ZCVoV/UKaLVrC6FQ
+        DB6+E20E83WT65Dl5wDrdKzZMoJbAKOcO1HPG5k6J+KegCEUNSISj8+m4yvK4Z3jJewEcdWPP73n
+        f8uIGpfKUufGi/YgY1mAlpV/ulGyN3DVh6Rzj0nP3o+XDAN37CnS91+H6ebUSr/6RMvlxQbtem2g
+        FkSYqq9r7fSPWK+loHIUBLh0F9JH0LvgWGse2bszBYPGVymcnTihpg2Hque8MYCPR8JT6y01YLhs
+        cvnHh2RQ6UddLG7mIUe3KbZzSXZ2SnP0oY39kRovTgM7WG1kaALbRod4OqrzovUR/ADdxI7OanXy
+        rrMrLVJ7oKiKu34yxmcNNqbSom8RltUwLCcIabk8qL0T8oqJAuRBlYIOCQLvVT/8A99Yv2N02Foq
+        23W8DC+Tekf9VuKqYVIODSQVNPHxIMgVO7mRDAzhNlC8KZxq91Butijt7yrZPg9qxshjCeAcnmTs
+        ftkeTEHzJHAUnjzZnfzF+bO+77B/0SPvRow9iRLA7PKlaGN/eWcpKBChFOgq6a61ANgXJzo09ZKn
+        9iWV+9lVuxjy013EXvnW+jl0YQrumHmIB2bisHyTu6BwCCGgtw4hDR7Hl2ReLIz1HgTZzy9Aw/I1
+        7DzzV7XEPS+CUC5sciieyKEMl5GE6+KNsXcyVbbqU1ilMofdl7VUHTTLRLo+QUWWlZ8GTdQnMGSu
+        j81nUYddJccmFE9WgAC62yED8TaCvhPFaFtcNuEQPW4NfJhaR7VHaKjMb24djN/PD7Uabex/+kWk
+        5fRY19Ou+vxealJz5TPy0WM1E0YtRBCDZabGqm/+8JXkuGeqgdmshLoWdLjqM2ryNz1bhLSWIa/E
+        AT22Y1+xweAbePCrDXVPd7Xn3i0QQcSwvq5fFY6hYxOIoedSrV2mnnkLzwPz1MrYu0ZtPyewS+FY
+        4o6u89ePb5Im4KVHA1rnT929Uqc4dOoVYxfbabaMuVcAxz1pVE8XBXDY/+qQaxGjplspIWedMgjS
+        4/aDFU7KnO8PD6tSbJAgUw9M6PrhDhNXfCh6a4b6XPWHlNXLAe0spe4pNxw0uBvm+acPwFyzTwH3
+        7m73x3/MsAw6uHxwRfii46uhP595YD0r5w9/Lpr5QcCrwET48YvAMpPXAAkgFLtjUVeMPEQfBqLC
+        sGU9TtkPD8Edzx7aRfcrG/XrV4ap38VUWfU5S6yzKYa7TYQE+yIxkor7CZ7MEVNjCFH4zoekAJd2
+        9LFyChgYes5SoDN/MLb6XnWE1Ch0aMtOTU13xmBOY1RARxUVJDbzvZpO3ExAQ+0Pti9p2U9l6qRQ
+        fR8kMjdbqi7ZXhrgW7NDAoaJqtP0hDKUN41Ctvtv20+PezPBiPVPxOblGq71Jks//3mJcJetfJxC
+        1QhrjJ63LJzFz2uBWPc/9GJ4x3A82IEMU0otMgHv6JCXckawfmgVPWadpBJnPunwYmsC1b1UzoSS
+        XWNQS8GTmmg8VOz96JQ/+hHE8pf9qSc1Tgnqj+Eu+15OQyDer6eUnkZ1ddA1cv/gubpVmUPze6kD
+        Te1LInSFo9bdIdZhsnv35C7nQji1G/g6rOuFWLR99ksUpHuw+gMqj/CdkZ9/SmTjSbF3ap2pjFsF
+        Kra8IOGSv0KyK+1cXP0aee+LPSDhlW7gU7EYxTx3CheL70to5tClnoYsxj7JWYTQUBM0P21XZdtv
+        Xv/wkuzSQGSjwGEInttCpB7eYzCwq/yCV0czfn6/X4r5XYvrfkTbpMyyxfYTuG8+146I8vsBxkU5
+        dPCtmSEBK96PbxIkoPtGNj2lTqTudsniQ2Tte+yNkuHs4pekwKR5CdjazC+Vqr45wfsuTMjyFKBD
+        d91GBiufoWeFFHUqRaGEp6ZYqHfzl54B7pbDd5Y/kHQo9V744dO6XlStT2W/mNenDh9WBhC7Wglr
+        HoNhwpMUV+THh8Nrlgi034OGAyxPaptbDx467vNBsaAEYLfWPzwy50iW0UXOn/zAhEeZ4jSu2Jd6
+        ow29xdQQ3B1rZ+qEIRUn4y1Su03CcJ5NNECPKeKffGJBhjfBRD49Ubv6m0nWpRSyPs2pfnbGcCZM
+        GCDd6z3Gz4MaMrNGMVz571dfFTeXdgSv6SdGklKOIQu2uw5at8ik10tlOXNcNwRCeDKoG82TOqRD
+        kojv1zRQX7dmMBp8VYjzC9nYLneMDf5g2jAaLhFW+uLcTz1nyfAeo/qXN1WkeyctbORNR5X9s1Tp
+        lfYEoPI8UEeTsmrK36YPs6EqyW5fJIDxps7BsfQ66rHFVvtNr/ugZNqWehbUnYm7nHIQeQQgsLBH
+        v8xTlMKV/6l6uPCMfM5HIq34hA2pttXFM7cF5I4XhcoF32RrXtUCXuBz0nPpLht/+v9A3eFP/kI+
+        s8SJ/fW+0NPEBf1ktqoJs0pU1zxkzIbRGzX47p4hrs3sAiawvciwerIc4/3ryHZ1NMqgXLqalGxu
+        w2q/dTdQ17oJe/pZDMlZbEtwPO0xdWLD75eclS0smb4lkrPl+xlfDz4oRaGhsuy1zlztXiVUi/dE
+        5TAdK6K62QZqwdJheR6XjOkfoMN8Lzf4+LQHlV0umwh2ju2SpS/m/o+fFt0NplZ/mPr5+6x4sM4H
+        4kKBZEuwf+fQmU0O41yTw3V/vCCwYod0uVQ6i3W9Erj6a3wE4tlZHk6m/PzAH333hdVGgWJEBOq0
+        25fa0Z3IwSA67rEhSFw2WM25gBwvuKS/HSrnl9+Bk3/MsZPBsBJ+eSRq9S/G9PwG86xfVr3YKlRn
+        xRn88ZMRUFSqWh2tPox0CyCnycbyi4gqGeQmhSrWnjSZFp/R7LUzAfdZEuyY7SecEPMDUFZVSm1h
+        PDnjLr930H3MLtX0hwO4U2CXsL0FOpE0o3Kowmfx4Zq+Y4y6g60OxX1vQ87PXbSjHgQk7jwXwgsx
+        qMWQUs23xHqJXnWY8MnekIzVys0HumiLK78Dhw0fJYVRbUDCb1jF5lVvAGGcjxip3j3s1/3ww0ea
+        +Y4O2rOVQPDjX/nqluoySjYU35miUXvRaUU/qdPA6cIjfOSsOpuONTJhOxkvVGvVy5n40TIBBO1A
+        MT6e2ZzGeg48T48oqu7ncFj5AszhM8M6xlU27cJwAYGmIawXFWbL7mgqEJwrRHabELCl2XXNT69h
+        D3evkP3m/0FKGW2PE++Qd9yaMGm0nBrajXOWecpTuI6fYnE4qJRU9w5cO3N18h+3msjwKcFuYDM1
+        BN7rOfPL8XDN36i5Ud2eb7HeQSdDCGtyZ4Kxk2wR7u7Bi6qU97J9ijY+sMr2guWy//aLXsyu1H2n
+        N139UDWfmR+Dyt7I1Ghfz4y97/sIbitFWvOrjfNbL9gKuUYgc8sf3vDwziUvfLRbLpyPHxHC8y57
+        4BX/nDlg+gZEQFYxxmZSMUHrc3ixnwE1QvJma77e/PwVVp5C7rBWyOM/v4c5IVYnA10myDJOQNtp
+        q4REvuJcvI+vCU3O9Annn55y3OrxJw9Z/XMrvt3LhTrLsGeTKvqmJKlZRA6weYcTMRMFFofijMab
+        8nbm/Xh0f/kMaV4XJeTBePSlLthz9Ff/y4qHotZVZ9JWbdbPfe6lcLpwiGKaDCv+tC3Ib1z706fZ
+        YkALAkfdKzRf8655NvUBduk3I/AjEMZsMYlha9uQPJfMYN21nmxpaaIRa5fhXC2xYy/QLhhEgACH
+        8W6/V6ClXj20UbYUUFmqcthu3R7Ldc5X9Q//DSEbyDbuE/WPPlr1CfaaJ8nm5X3NoRj5OVYbLIC1
+        H+BCe8z7X97NmHFy9uJluu+psm918Mcv5op2xMGP/w01cEUnvJ2xurUPbNWPCajfmwvV51f7y4sn
+        SO5ajMODYWVTnFg5EE/vEcHf+g/xFEEjifYYbTlX5Z5CbsOzaY/UcjKqzmeWxH/4NFjELuPboVyk
+        5prIVAlmSWWCcljE3ijNNa8wAbuOogyXhpnU6IakmoXLqYS9JAf0hqM2m7K26sCQdT22BbD0XzOw
+        a3C5dTl2V32wAG+Xwwmnwk+PgLE6eHtgHMGLCPblDubibca/vICquvwNGWNb7k9eYtwyyEjkfxFw
+        JcnGCjp8M/bDn9PGu1H9rOn9suYx8OroBrZY7ju8v3H2sOGV2y9/dpZ7lPOgm/WFcJWTgjEcTARF
+        b3fCx+tiZUuvZTZ0ZpujOGB1tuDXwEMkfPZI3PpaxS3gmwLaPnWszrXFeGYmNiw69iKzRLlwXvUF
+        2LtZShWO50Lm+WcFekwW8bFCL2f8PisOCkZyxDcIbj2LbpX2y/OxRbt7v2yOif/HH54SU+2Zhrcp
+        kBR4oMXbGdkUNF8CXR5VdMWzbIpvwIZdkN+o4u/CcLbd2oTJw+2wNZZ62Hmt44v4bidUW843RsQl
+        juCaf6/80DnL1+kDeMwnGXGrv52d5lzCOC4YXv2bQ9u44H/XZCmVm8O3JMilxVLfaH6eF/DT6yJ1
+        vA2VJaUOuygIROgc+A9ZqF+rzIK28md8aMsNDlGQ1wI6nQlVNncLsFo5+5LnlRT99Bg7XpO9SMtI
+        W/OOse++1lzDxTQp9g5l05Pu7bcw8oKSKhUI1Nlgsi5dgzQi+/i6BU1pPdZ87bUlYB+Sagz86wKu
+        nQ2oE2myM+vXpyyt+RE+Tu9tOD9O3As6Tvulj+hZMrLd3m14KV+I9NluYKu+6aTrAVOyj/Tn7/+J
+        oH8THYmDfWL8ik9wQuWRarwdOsvrGXa//Gv1n+9slLZ3XQwTd6bnR44rYft57cHrtD/j+9V7sjlW
+        5D000fn+X/2w862SYdSLB2zIreHsirccwzLKG/IS66ka6/OxhdlgnEhJ1EFdtsVTkZ5b+YHRik8/
+        fQjRNt1hR8T7bPzt73iM6j/9k8WhYfKrd/IJIcuGH59pncZj9XCJAccEroXzdzOjw059M5Lvghj+
+        +ncy22N1ycRPAoVGTn9+M5uHQ2wffnkRWN9HH0GFfn6E6iGSWG1aMpHm7ubS42FjZH/G6/TWHgkr
+        v5EUdgV4yLGKjzcShqMQZhyoFNJSA7SlM/mDbEutsH9gH2SoGrZU1eDt5PjY6a3D2t/FA+ieT48c
+        0jZibPs+IBix7xMbpqP3bBbqBmbD6US2eTCCmeed1T8qC1Xz74dRuoEDWPuxpMiGOqRrP1T66VPX
+        ughZH+3fJZhGM8VojQvW/TcAWebLP3g28N4uhpUNZWz6rxz80b9aEGNqr/3Pxe33MtgYtYeNu4dD
+        cgizPVj7g0gqhFYdUsQHohJ4O+zykgcG73pAMIYCI+Kvv8xJmQ3C6xJTjPE2m3zUKICevxck7ESV
+        zSkrG+gNloldT66c4ZtmHdxI+hVbkAsYG3VNBGsej5ZTwNjcGpsCPj5OQaRVz8/7qW7gQW4isu9d
+        uWLupdHFv3+nAv7zX3/99b9+Jwya9l6814MBYzGP//7vowL/Tu/pvzmO/zfl/5xEIENaFn//81+H
+        EP7+9m3zHf/32NbFZ/j7n794/s9xg7/Hdkzf/+/9f61v+89//R8AAAD//wMA+SttleMgAAA=
+    headers:
+      CF-Cache-Status:
+      - DYNAMIC
+      CF-RAY:
+      - 7b6d34cd99e416f4-DME
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json
+      Date:
+      - Wed, 12 Apr 2023 17:32:01 GMT
+      Server:
+      - cloudflare
+      Transfer-Encoding:
+      - chunked
+      access-control-allow-origin:
+      - '*'
+      alt-svc:
+      - h3=":443"; ma=86400, h3-29=":443"; ma=86400
+      openai-organization:
+      - own-45h3iv
+      openai-processing-ms:
+      - '22'
+      openai-version:
+      - '2020-10-01'
+      strict-transport-security:
+      - max-age=15724800; includeSubDomains
+      x-ratelimit-limit-requests:
+      - '3000'
+      x-ratelimit-remaining-requests:
+      - '2999'
+      x-ratelimit-reset-requests:
+      - 20ms
+      x-request-id:
+      - 3dd93c4866672c1fff861e8379706c22
+    status:
+      code: 200
+      message: OK
+version: 1
--- a/tests/integration_tests/vectorstores/cassettes/test_pinecone/TestPinecone.test_from_texts_with_scores.yaml
+++ b/tests/integration_tests/vectorstores/cassettes/test_pinecone/TestPinecone.test_from_texts_with_scores.yaml
@ -0,0 +1,557 @@
+interactions:
+- request:
+    body: '{"input": [[8134], [2308], [43673]], "encoding_format": "base64"}'
+    headers:
+      Accept:
+      - '*/*'
+      Accept-Encoding:
+      - gzip, deflate
+      Connection:
+      - keep-alive
+      Content-Length:
+      - '65'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - User-Agent-DUMMY
+      X-OpenAI-Client-User-Agent:
+      - X-OpenAI-Client-User-Agent-DUMMY
+      authorization:
+      - authorization-DUMMY
+    method: POST
+    uri: https://api.openai.com/v1/engines/text-embedding-ada-002/embeddings
+  response:
+    body:
+      string: !!binary |
+        H4sIAAAAAAAAA1R5SdOCSrPm/v6KE2dLR4iIVPLtUOapCgUHesWgCI4MVUDdP9+h743u6I0LIBQz
+        s54p//u//vnn33feXIrh3//88++j7od//9f3WpkN2b//+ed//9c///zzz3//Pv+/Jy/P/FKW9av6
+        Pf67Wb/Ky/Tvf/4R/++V//fQf/75t4tnhEe13HSruD0Kyljs78xfRm80UrkpAEf2xCybid2YYlNE
+        1ZKazOptNR7rNHCQ7jYSXfmsRLx99RjcKy6xrFOrWcZ7M1FGQeqJnvctmq9H4qFOLkSysSy9m4/Z
+        oYY2sGpmmocq7qSVICH59Vgy7Ypyv39vrUCxg+2N/H5/urwKD06OkFB06atuvgnrLRzUYiS24uzQ
+        tLod3yhIhJp57LjmQ0RPdxiL6E62cb/ppquc7WFQxi1z39knfr1iPUCXVbBl5UvTEV2VvYyarWoS
+        kl9Rzr71AM2iBFerw5i37F3JaAuXmODReHCGaOKhfhJfLDhkD86zScmQJh0UohfYzmcf2FPJNNEj
+        hHiezpdm5iC+LzWGRb9rZrlf3+G8upxoJyS3nCl928MSr3Z0QU9JPpWXpQXHWDSwNBij3t/nW4Ks
+        U/JmdmU9/akppwJQcPWJX7KQ08Ul6+HzMXRy2JHcnxP7AZBdHxYxBXfB3+d4q6HUVijBdWTmq1vr
+        OiChsPnr52Q7VQLe+x6xQ+gcct5v3AIlcftinl2F3Vx4IUbTAWtUQsFGl2jliutIf29JfOVRN8v9
+        9IQ4B0wiOXV1/nnMs/p4vs7Mmp593CZlFcFDOTf4eU/eca+n1xbEsg6INT2DeCwnVMEWipgZxyzS
+        p26zOCqNNUdM33XXrr9dnAStQ9Vh/uTquoQ22RuCBGpyia97fZp3awnKz30gYbuDbgpeqYgEg5+Z
+        3Z2EbtaPYwKv9VElBqYamvvVSYF5UVS4OelvPukhFiGSxz2xU0Hkj9+8wDE+0OddunezcdNEqGvr
+        RAe54k1/O2UUyQvsE585q2bWoy2F2Lp+qJq0djwenamCkwMJcV+T7Y/o4wBsptwmnrNt9Vl0fRku
+        +9qlSv2c/UEPLRECo/aJPapxN0XBWoOoXh6Jqe1szqVwHcAm1zmuj/nFn2PpNa5pujiyrVm2nK1I
+        +4ZGtg943bS3fKbVRoTurZXEuWea3/vTOkC6QBiVg0cS88SRz+C9nxGxnnBBbM9ib2HSPGBmpeF4
+        Vj5PCc6vrUa8NOecR90Ywc24bmnzQTc0X5KSonMTLOkzuEIzwQkBivhu+M2HP5lXIQPK5D2+F7aH
+        +K0YFNDM7fLb7z5vP7UkQ9o/X3gdzO/uI10fAdiL64muXPuVt8YOPHhAneDl9RTo90TaKOo7Czvi
+        SnbDp9SpW0iVdUj27j1qvvUVYFXyjvhPJdCn1uKVGnrGzHSTOB1/mQzAsPYl7YLyg4aQyTJaid6C
+        YE+K9Lk4vQsIF2TLSHJ4N/QjrzHKnbrGi7Ky+BSfFUCv7S1mblce47GQPx6syqkjupHmzXyIzC2a
+        wtcH8+E1+XOC8yeY/TDTw2E6xXOr1K36estPLEeeitq7hzS0WeI9lmbn3fROGWE1tUhCJWVqm+nm
+        b2Q1N9iJBGrndPOlqTOw0N0jpKyenA1uVYFy+NyYmUdWTLmdFbDriUOdbE/RPJzaGWXxeU/MYXij
+        yUvqCPqgP5Lks3f9KTJSAebP7c6CrRY1M8vNFhLxdiAEJ6XeimSqVbETZ6YPr53PD95NBOlMDCok
+        jcdHkTkj9HY44dXFVJqxu3sFHJjjsdN3fudqmBX0fV+6LkeE6Hfe0YKcQ3a6hx2neJDvcJmGErPz
+        6o6mo+jeoa3mgm3p/NQHnp0V1Ckepm1wt2J+UHGN7s6tZ9o2rHxePwwBbgAWM+byldPiVBVqex4o
+        I9btrY8fb9gjU0xc4rzue/6iqvSG/LW7siA6Dvk8FisD2Xzf4CXKmpwHWA7QSopG5q53EuLdqO8V
+        8kEKVVKpjSf/Ms9QLgQNq71fx53g1hJC+AnEH18WEvPz8QgJyQ2GsbpEzw21zmjse0Q2z0hrxDbv
+        MohpfSSb0qzjDypkD4qwnTFaRm8+Hbq6BnN+M1bYxkef1JfTwp17NW0Fe9D5ZtpGsCZtjUWlm9F0
+        M4oIre9JQcJVkfHPuPACEIzDhjYXqUTTNqst5Tefxns1N1Q/jkeIz6+M2JVl+VJIrgHaRHWK19pW
+        Q6OYrWSkDBQTV8FuM+1PboXSwokYORc4npttDHDduuKPj5uRyILwqx9xD5roD7/5slJty3Zkd+N9
+        yXsB/PmckTJpX/GcHDYYLRlbMGdXv/z+6Kxr+J0/y+FhzD/HpwEL+rjhue2qfELJzoJoZcjELccc
+        jeXEK3TokgWxw4/e8PPrI//0AlXVxbaRHvnk/PCOLrNsnXeSrd+BV9OTGJpSNfxUphlCEaX0/tm7
+        +rRolgpK20Ii++v12A1698aIvZyEfPUAX16kSoLvfQx9anRvbGUR2B1Z0oOtSqi7prqG1sGOUs6t
+        ym/JGzLAsnfBSrI+NeNqeF1g2dx8ugejjadF21XwkJn71495TRsN3pX3xlLuuoj71s6B8rWOsRQe
+        3G56ztkFytQ5Mnu7OPqv6b3fqtM8KBi4EPLvfEdINh5HQlb13LWX3E8Utnp2dHlytWbe2l2LLEvZ
+        MTe6rNAYD60I+9f+gPmVjx0toln8Tm3ODqFQ54N1YyI64woR662tmvZ1LTSQhPuJYLRSOrY6b3pA
+        d4jIj3/nzyY6Iqm/PJm1E/xu3ovCEUrlmrPA+uy7qY4rAYqZ69/6a00XHZYC2lTCyIJDrPlzH2YR
+        8pLJJG76kfTxi++QuncHryW7QTSxHwKS3l1O+X1T5FxE7h3elfPGNY0+aAo//h5tKhiZbw8bPrbJ
+        clQ1/ZQT410U+vBhpIfUlinxb7nq08yqj+Di2WJbntQ5e2hxC7tBrokzeC80puW+QrHj63/6cZbq
+        mwXdQemxQB9SN375E7yWbphl9HbHd0/Rgi9fEt8aiT5mj+mpJBJmdCraDvU93YPqegLCcpjfcu7R
+        xxG9ouUaq7dbwke8MiuYs/HFjNOp5tN7uOyRNFIXL374ZazbQkHL7EV8X3w1M7jrfp1pksdwfJ31
+        2YvkGkZfCtn3/OmT46UjLOalwTZF63/5Wo5gexozZuyXVjesRQsry9gQif1Ods2f/jZ7NuM6P0do
+        bLLlE8gFHHa4wKGZzVrZoy+f0sZIUTc2tw7DMYlyqgh1003jx5bRT4983tkn56yIjJ8epdPmbscj
+        5I8eFjvhiNW2j/2RTqoIzzLdfvVXxft9t87gvjgcsThvRzTJm1sN0jk0SCDTJfriGYZ11ezofH0W
+        cTac2hEYMZ/EuktGM8aXo/eH/0F687u/86OpEGHeKFLOROQ+0Xl7tPEIppzPi4eWALFQTj87aaNz
+        jZ1FEHrRJKZjFJxToz+iL58xEvdWLC2e6xk1n+P521+mf/WIgz6rpUY0jr1m0nDlqELbJySQ40XO
+        pXDCsOfoxnR61/kyD8IK7FoMmCfUejM7qzyCOsxK5vvp5DPDbBLQDmXA8NZ6x1N7dPDqasKCOUak
+        +0trVXtwufQqC09ipnPrnCmwqjeYuU7U57Oo9SIa7ksL841TIw7qWwLEypbt5WvF3459UBAcdwcM
+        y+2z4U7dZbA12w8xBuT7f3gq9JLJcJc33UjwdAReoxOV6mWq8wHCAMVqHJMv/uj9BYwt+uIfrj/x
+        Sv+kyE5gN3sms756j3rRWKulvX0QW2mcWEqH0IAvXtGq1YOcBYvmAtQPUlKWGfFnRUY12sHnyrzQ
+        2najsa4vgLToxLT46aJZiosziMqLUWCb3B8mBWtK7IolCXN05bMq2BKaZqYQN5idbg6PhogkkFWq
+        yhXv+s0BZrRctsDC8/HYfOr4DagQFREvZIPpA0pSA0XaDjPteak5HZu+RxqSrmSL3x+//8TBEdRd
+        UtOFZ03d9Op6CRL/sWbGw2/y0X1VVO15taHTeeMifmviGrhOdTwN76vfp3fHg9R9OsTvNjs+as1Z
+        AxwrQCeDKvFUuVGh5v1sUKWPe8SDRVOgbz0xrN0gZ/54HKHM9zbZbo4PnUbtQwLk8QnPpryJeXRQ
+        BXhAlbAscBkfbexXIA7QfP3dI5+SRi9gkvGVheRJm3FtBxTVc0WZ9u3H/Hy6LVomI2bu1TF1aVX2
+        Crye85JsdSFvRu+Teb//wwjPe9R2BsdgnM+Y2Pptzuevn1MV+4iwElrbZm62OaDuvS2p4O+sTtpI
+        wwX1pTMQQ3KlZnquHQuwXjwYJucgZ3gfGxD6c4CF2xKjyVq1HmoX5obpZ/vWTZRre/CLjYVlpfD5
+        n98nHn3SGvzI50YQCbC4GzbDz/nWDC3J7mCsIyAb2AfdYL0PhULL+UbCL95yIYqKHx9964Gbqdq2
+        4l8esD8fGj5H7SDBWzx7VHn6qOOtNCpA2PnK3IP6RBPPzrLinGqT6XC+591XT4BOtjmd5sf0xY97
+        AoYVlcwJ9LM+V1IK6Mv/bMM1Jxf19NTCrix8En7zhmntOU9Udv2Fih/RzH/4jXh0IFQ6tBnnh1iT
+        QaKOxiJm39Gcwm5Gz9kCYrmj5q8CLGNweaH9+DsebktSK9fncsDzvO7Q5+a7CjzszKCS5nUxLU7v
+        C8ifHSHaoskR7QyEgVf8ietcGfx5t921AEKyZdvKOfM3UwoZFdITY9Qctt1P36JUQSExhpQijnWc
+        wbf/FOT4Gk+1Zfawv00j8dRe6uheFBJokFx9/de7mTeGM0OZekfmTpcbH7v+U8FyXdjE0AzeDZHa
+        7+E+lQ7DnjTqs10KBpI+5kwN6R7qU5LdM3j3p4K5oyV3c9i8DQC3dckmPttN/5SCAKKVJTO3kwM+
+        LDEzfn6MqmzsujGvlhnwW6gy07nG+bzbpm+IEivFS2URIL5pkzesg5gy3RBnnbudd0GPlc5YCK80
+        nv39B+Bc7mSmlbHRcWHjj4o+nm7M76ubPzfoGf3yL6ZrQ5DP7F0pPz4irqrIaNb6RECYdClttP0S
+        TS3ZP2FN3jXJ7b2fj69Q3sJ+d0oZToRNPO2jXEFsud4xDRWSP8YPf1TU5hLTMdpU3VDHFfzxgTPt
+        hm6Wl1ELdeFnWDg9V6gtNtQBR156hJ3Oh+6nr9HDPhvklFU7nT8chSL86m1yvFAev395Bg0Tj8pr
+        hXVvSzUTcKf5SYdkCnXWjXoE+cGndJGmG1/6+fPa0z/MyYZHzpXyqMEXT+jaj9Oc6+LDA7UpYpJm
+        Rt/0P3+uX4uZbfaaEPOHFr8hLs4PZkf82PFD7CiQ5ROiSqlGPpe0A6D7dHUolO8pZ4Hj3eFqtyld
+        cE2K27G5U1iR0qTjfC678Rx7WzRs9wJxpt745SPzL9+g0rV76ty0k1mVi7dO7EXQxpPeuM7/1Oub
+        xzHVXp8he9Q67WN07OjWVPD6i8/k56+Xo9R5iDVTRZymHPwRVTcFDoOW/vm9PqnI/ZdXMuyu1byX
+        xNKCagwr4oVW3fBr1AjAHheFWdlraPjq7Pbg6fKJbLDUxVPr9AJqp4Az1+lqNPmPKoNvXsp+530Z
+        fvwIlKHHxKrCuuHCRp8h5FvM8C3ed9xbZgIYhtezH/5NTbkuYB0rJlXNi9pw5e63f3pme+J2vvzl
+        qd/zQrxsV/ERxVYL1e3S4NWbOf7QHLIzjILYM2dnR90LLTcz+taTmaA/Gma5FgZ91hC5EF6j8SFm
+        I9LnLcJJUd9iXq4wVR5K1hAnPYDPPHDuIApnhRGWvHx+UK0ahM7rmC1tAn2wbi8JffGAnZVVnQ/j
+        YotRIO1exO6lkE+Ve778/AgWIF3pw6QhquSfNGLaeXLib/5wgcY0JOJbB7mpz/enBmh6FF+/NCB6
+        5koPdDy2zH1NL/+r/yQIB3tH52Kl6TytYA+/fGFrbsV4PNiaBdmtl5kXLwU06qu1pgjbz4vetavn
+        rzaTt0faY92Qb36a3+vregZnuVmwgAshkjeXXFq/nuOS+K/Cyeeb7J/BTQeZdvWZ8TFcJga64Oj5
+        9RspnzNDlgFNrwKrVh7lYsKSPWLbIsc/PvoIU+rB51NlROPjkw/GkL5BOz1Vgm/044/90rmvv/nY
+        d77ChiY4voNZGS9iLZaNzufmIMIunyfM2oh2o5bJAgyaGxKnRiP/5W1IfdwNqnvxTZ/i6/uJzLES
+        2Ga4reNfHqlkYXkgRVLGfu8QAJRUMceTZenNfFbeCXzzBILlweZTuttQOMmPBYVffvUe9x4qlTKn
+        42rVN4zPbf3L07943fNR5bsLipJ6/Pu+8Vs/KC5NRSd50L/vX0roGQgdM0yn97/66YJiQRiYPeyM
+        uJ8PzR3qO3a+eL2OeeWzGb58SIK1G8SdP15moEzZE7crpbwXmTPDLw9dfvX/KpmFLVjGWLFtfh75
+        R02HM5zvCsH54VbHtNXdGV2Gq8LMLFvHg17kNRqSjH3z6MaffW+rKHHLfLItVpU+VYreQ1i0Cn4u
+        h73+tgVhhP2q78lmsVqiuYPCgBfSTiS1g7jr9dWkgVlZL2KPtar/6eFv/sTCqLk1NDahgqRO73iS
+        /SdnUjgF8M7XJvHGbN+Np935Dkut7rGAVkozfvP1X57DvGynccbXZw+metfgleOJ3XKJ2d9+4e/8
+        re6TpQB+UZv4v31EvO7e4Ob5npFtVse8tPIL6g5yz9Kv3uaGsGyVrz+gd7Opm0mz5wqgrVfMv+Wl
+        P6dUqP70QMhGv+lRjFvUnZ4WwxzL3fTInr1i+iuDeXdzE4urgRVQL/w1Xl0Xld5nx14BU1g1xFEO
+        li8h5Q5w+HweWE4Phc9bmkpIeJ0qomtDn49too5oGVsi/div1u+cXJ3/5lFX1kuf50p6AcVS7sT8
+        PHV9nlVXgfNF3bPYSPNu1MKSgpQdl8xwWyeWkNILCBQV00V+RfGUkvMeXS5UJcR0L5zueKCgy75y
+        mU/QEH/zZQH9/JphPBkaXyv1jX71dPR49D/feiMsTi3RzFPsT61myvB5nT90nX6O+qyGxRNO5qNi
+        prIIOK8v1+NPD1FhTe4+TytxD7JaT8xaxE/OYy1NoC2qNTE+4iOeTsLegNuZ3lkoo1YfgqoPYMwe
+        HjGc4dCNEtpS8Bqzw7R8NXkNcMxgHIULveVPrg+T/TmisFUrZmr87v/2O3Ce1JmOVblqOvP4KdB6
+        SheEDKDyIUurGRXSHTNiLnz+zasV+OoTPJnRsfvNG/r6JxY4zg2NyVMN4HiZlsQwN8/4D4+W+7bE
+        QAZf54kzntV6XCaYe/HNH6+qekGfI+y/+6ky7/YrJUDPxcJjG7ML9flw3VH1kClvOpluxMfq8Ilg
+        Xlyqv7yfpZ84QRMZMtp9/fv4yyMvNVRsH/e3hltXp/7zZ3Z3ujRjdbjt0WnER6ad9mt9qvjFQMeo
+        jMjWu+nxdz9wQXMh/88+qU/LrAZ45xbB5NzHDKcahbLVDaa1j3czMWoYwHFYMn3j1Lw/5zcLchXn
+        dNGFm3xOIR2Ry94icYPT7M+Pg16rv30LSdObPu1tUUS+Pd2JE+a3eLzPnyPkVjbh/ssvfIxoBGvp
+        EpKwvtjNLUXkCN/9Lfk/AAAA//+cWknSqzCTvEtv3RHMqFgygwEjDB7wznjAgG1GCVBE373D3/uX
+        veoLaKHKysrKShuCylrjxyCD9lqVeNURGaYQf1y4nx+A//YRkUukG3TKZonn371uxuc8//MvsbFd
+        U7S+iyWAR/SNsOmYh2xmF/em/upH9SzMMtYsrozaXfOkOhlJRjwmXyG8k5Lav/m4+Nbog7Q7HnDc
+        PxJGvYDr//wvbEnUDOe+uujw889J/9N7f/4HfJF5xtGf//0oSQmL5WJsrmc8zNQIGvAFi4vR5ykM
+        05hqj//sL+uZDlTYNA9FbLsiVgXFGET75YswWKeG6kEx1N1u6Q/g8Kct3grv7zBXbc5rPz4j8+dR
+        obkv6hy22+wVy9fp/Xf/4sGZuSPhdbUcVmRce3he1gD7vvIOZynSZcR774S6bZWheSMEKlyu5pMa
+        khdbc1CNFTrsSzFG3vRia6bdcxUOb/QPb6PqiwFopfOkIU/Gek1RDbCeL4xUP//751fniNqfKL4l
+        S40YCfcbEO2Lgn/6cfh37wwOB0JUt1ZRe1KaGRbjKtDtT2//7sc24rdpT81+0LMFTkEJqis31Fmx
+        YzEemAn/9ZcK+J///n8kCoT/O1GQ1oeWCB1UxdyUdYy6sUxolm3fYZPP2gHZYvCm5jp6oWhPsotg
+        I9jUCqQinNR1n2u3fn5g92AW4eqc3R4aexMRLXaFbH0QvwEiXHQcvgcVsYutmHAhBo6j3NJq8uaj
+        Flb0sKhHfLloHVtuETv/EgvmIR0W/RioqnTOdLxt5CRkg50EGik+e7pr3C+ac7Wq4F3wUyyYhYXW
+        ZHdtoeW0MxHmaM9Gv3qc0C7YGjQ+DW49kpuhImPiHGymuAsXWUU+mrgDpvsD+4QEVWWiWWRbUOtl
+        d4g9z8oBGbpXxWisnhbVtIsNPbuuOHq+Ttm89pSgw9svqbNNW4uds1lGurtM2GaOkpG72J+gvD0F
+        GgqGU5AaPjlwWArJKGdcNrlDmmjd9S3FcpmP9YBNPvr3H5FAnLC7cdoJljXAZA3Dtia+G/pQvG49
+        vdy/WdZ+4lsCnZ5ivH0YA+tNpZWBXDYU25S/1d0h8lPobviC3b6rrHlOLjY6ON0V6+h4HVapEz8K
+        O48ODc+1wuYSZTLEjrylD2XaINpFigzqpiXUddRruL55u4XlqO6ow7hjxlB00QHSt4UjwUsKthX3
+        G/Ca6Imf17NiMYznhxZg6xBzr/ierctJTGC9vHqKX8Ia0vCbuoD7NsZ43JTZaAXWAb739k02zDqx
+        1eruDSrKVqFY/V7ZJO7MAOkOB7FGm7Ie3k1WgueeEN4dG5JN/hFSxFhwwla4Z8Ma9jGooVfnRLEN
+        ZViCwLrBfrcu2OXqSzHX3+0JhLNaEN4gjbU6Gdeg82T5eCvtpnBWBTcFdrJranSqMiyEu93g/Dgy
+        ava8MIxB4uWwe39TImuBkM0i5kzoiktLlFOdItZZNkHy5pbjLIUWzS7xfGCp9MTBwzuxyflwK3pt
+        dUL9b1MUjBRngl7vdMZGnewHdu/9BGbx4sXi4k5sZeHuBoVW8IR7dFY43s+JDTWTGmp671dIhCiR
+        tYdcv/BOuUr1xAXjQ7Ujk4vnbndBc5MRQNbmllL/2Ils+cg2gJCTCFt7VAzjdah6zv12H2y4wztc
+        UPEFWIVlxLEybdiUv+wYJR4xYil4DsWqDIGOHOfAUzNYZmuMzRTA3YlSrEpZHi4zG3r0Ol8ivNWF
+        YFjpql6Rdhtb7MqNi2a/hRtIubvg+CIda/bNqxFtTuadDNwjQf1ef1xhFMWIeqSa0XRN7RPQg+xi
+        D/qFLbdI6VGm5wXO1bAaCKeiFMIqlHH4SXE97/zF1uSHlhLldBKH6XJ+6vD6qCmNbpWFVt1veRSY
+        6QX7g/guiLFwJ1Sk7Eh1fy7Y2n7yGI5xeCfn7563Zv59N1FlVCvdNgNj603TH1p9flfUs4w065wP
+        Nyun90nEuB3Foo9I94CnF4k05Hd8QXl5F8MeXzMavN+UtcEFPuo1Prjx9yP9EgnV4wOX51El1T4u
+        2Fpz2g3OthliS71/i/ljUxcR/otjwZfxML6UJIVkjxXq1uE2bLNCyeGz2T6pU8kGEpbJKSGtKgl7
+        peNka1sbPtTtGODnAwc1Vfb1CCUKg7hphd5aNdjI6jUiDXYi+1GvnDTG4O4sl8zOxsmW27ZvkGPR
+        NObGjV6QwukTUKR1R+PhfWdLk6y2tq2/9g+PRjjfz4kLQYzreLqbXtE+HcOHPc4zes81pZ7ghnJk
+        IL7D3nd/CNcueo7o1sFEg+pSspmkBwJ1fslwxC25Rai4faCjpds4pndarN+XMKq/epMRwgTN1zZr
+        IKHKjnpPVlhsUHsZ2VdywH5699DUHLb+v35ia6gVyzpsVej5uMbBm/OLOX3ZLnivJaLx5vLLjTBT
+        VhNTKqiefZ+MNIYP6hg0AXZ34Ymt71lo0Pu6C3F8uWvh0t8PKVha/6LOb56uWyUWkaoZEd7G8r1e
+        Rb10tc1La/HOu+2y+ennMdK6ZxNDbt2HxV3mK2x9aGgyjaU1f/LtAzQZehp+lKZooZJO6N2Ne7w1
+        zA8j+AhXJCJzE7+T7ZhRbmmTPz77zcs5ZKR4EnRU3gQ71X6yVuW7ghoTxcVu7vloFfXWBjPYeUQu
+        OSObq4qI6Nb5gMOnsSLy5u0eHPtlYWPivsVnud+uaBT5CO+FpLFYISg2XPuPj93enAoSaN0B3rsH
+        pp77vbBZrPdX7Y9fAvQ2LTEv/ATofDrT3Sm0wrUwsxj0s3qMFd/1MqkQFBcsLrWwW4edxW5P3COV
+        ezzjaT8CowiXNuyjEGNDvrFwLmpdVfv1bdBf/TLJKs0GWXTVqB9evIIcBHmjJLWf0lg9sHr+7IcT
+        4h5lSfWMB2vqKgKg8K8t9m+TlE3RJv1AaQa7WPj9JxtnjaD7pkBYj4RuWO3vBeDO4ZEagf0jCM/x
+        4enrX2qlvoTetmTZSPLfA/ZTSc9WbRckCk1vDOvdd80YfaoRiPsowakW6/XMhPIA863J8U57vgtq
+        DCxH3Z1HRJSXOpyrVQ3AqfIvYWpv1d9BUzbqou1b7N10qWbHI1Toox0Jdl4SP6zRMldIVPGOgLd1
+        rcnuXVGdZfFKPnXYhfOe+L9EnS3GQmRvampQ86YoRRnSQxVW4fTjeyUPbBS3zDPD1Y9eCagar2Ej
+        /3SoLTcVaKYAGO/iKbAW5yOtsH3HH+oFKQ7pYBi2GqDPjobPYijW1HiJYJUNxdFBioeFr9oAcXdC
+        qe5snEKIW/4DA/Lsf/iYHppCgC+OFQ0Su0a9F95F9OtX6hjXU02iRS7/6R3dDV/DnPPRFWwRTjQS
+        DtGwWpSN2vNtX3G0++zRKn1oCUHX8XSXa5e6F2BXQfiJJurW+TtjW8p4NfTP27haUzIwNT608Bib
+        Ew0Kv/nx/VFHpV4NcYfTU8ikem21gRx8WkisGFhQcQ0KP/FEGp/TGZ++bBt+/0Mx577CFmt6pF0c
+        0cLGU3ILnuQrD3y8pzg8a2mxiFtkwyq+79gxi5r99OYJtY25I4IZezVvW1ME9QXb5CGSyJrHh1P9
+        6VsaRspqrahqE7AMp8NO9dhm6+A5OmjdvcF21rX1MnmbBLrrVyLN1T1kxD2GJggLDTB+4OCvHj7a
+        da1HbQOVGVvO+QP0tRSofpVv9TIe1go2JzEmnTq4oXS/RybkTOnprx9qumd8CstyeFD7tXmj+ZBG
+        MfSZh3DgVH22HkdrRW2j7/CFVhIa8/4ZofwkSTF/zZJ6vLbFBwrXvMQbRUXhcpAnEcHRPOGgu7+y
+        FV/CB5jiqlMnmQ1rSc+Kq1xDldHQaYWMCqtawe9/Y+m3P0xd59gQbjcDQdMpCZdoOZ1AuoxZPHzG
+        NlyjRa7++I/G0lFngr5nIkAZzvFKlDpj2IQYDO0RUl/ZfDJmvI8putdJhWON89mSfGRAhu5UhG6e
+        YzGlAfCwcV9n6il7d5Awlh9QUMGjhslYvbwtjYfISksaHfeeNWmX8YTmoOPi2WkiRMMSbZA/OPrf
+        vMjYN7U/EJuDQ7fjNkLS9+mLUEcPn3wOWMpmvXBFCEbP++vvUHAfDx0xzivJBn/d8G+ewN97xVhx
+        IXEyqVF/eCDqXz2Wsn6g8VQfsVemxjAek99+tm6B4t88FzV3DOC5CCe6tds4m4+J3mhVQg0ccPkb
+        jeH+KqqXhPvps/2hnsXMdUHUvZZGX6YXS+DCFTS1iXBhdmYt6Pke4ONssphIflPPm+u9kVk2JPiH
+        t2KdyFmF/WehVE8Mue5Oc2Sjw5ZgGo7V8z/60zHRK5ZL7lXQe68nmnC2+58+0NFiz80GkHg2sI3O
+        VtaNRdJqxnissXlxdwXb63IDYc2udPsaX2E3HtTqbz5gW63XjJWGJ8N9th5EPGCpmPvPN4XDnKk4
+        MvsnGrNiuaJJI1MMwL3QDEq7AjnXN+o4O7WYS9kWISbeMV7776WYZtVYwfwmKnZGkjP2DDQX/fQA
+        dsy2DJePHAHw8uVI47duMXGvn3JgDDyyBkFR/OMfHIISS8dtVvzhDcJtoOKYWSKbZLu9wgROGA9T
+        HWUrZ5eVxqP2Qu/a08kkb4NG6OeQxKtVZsWiUvMAv/2H7sTCZqK+YR8UTKSjbnDRs8EzAxFGIe6p
+        kf8SHG6euhp/02zsBc8hm9LCD6A0DjdaCLExrNJ8I/DDT8xfy5FN/i3NtUi7OkT+9ctyGgUdjGl7
+        wNGHo8U/fKxFGJE1aNj/AgAA//+kfcuygsCy5fx8xYkzJU6ICFRyZzwUkEcViiJGdHSADxR88KoC
+        KuL++w3c93b0oGc93W7BKjNXrrUyC/ngsP1b+0h1yUwNF+13rRFT1ZQhJ3v5ebOanz543nY9Mz/L
+        J5p2nlVBcxIeVFuKgzWAtKOaYylf5ncM5XS7XExIvGcnKro+QeNK+XQg30eLbKLEbaUiH7/K5qBv
+        2fY7PMrp+44CcCbboss87Mo+UcZIC1jxYKlki3zcY19F4yToZKvKZr58afcvqqLNm/lBd0QMma2I
+        krf7oQtBWaPJJXICRzIt6OLxXfJxag0ZWujezClvQ96nnyb54TOV8oKjqad3FcJyuyAzv50nqHYH
+        0G4Hj4TQijnXJFWQo8dzwLL+tOIJP+Uv/PwXlztPn/XLFKNq7ebEty/vfBR23htauR2ZKT8Fi225
+        p4K8D07EtHrSju7ZP4CEJEaw9GCcW+fuAnO9Iv4tE/wxfQQYtDB84jEEg48L55r99Ctz8SvJZ/1+
+        gSdsd1RC2g5N33LrwZavPRIcmn0+nZLXANXi3bKQeV+r9zXigu19OOXF9WiNaaOkKPGfDl2lny7m
+        d7z2tFVWrFl6plXZ0yAd0OwX4eWom0jiu/YNBnwzdj2eJos7vqyDEWVngtnK4aL4Opo//UTrdb73
+        h2Y4XNCQCRLZDMEODULzlX94zn58m2bueNDIFyOsfTri03yZyAhl8sCs/VH0aS+0gXq7OhEdxLLK
+        RzN4eGqv1DIdonxnTb98gcV3yfSFqHNp5kOKiyWBOfN6viwuPFQoj+9fvPJ620goTZYrtn6cdj71
+        9OGmlf73xFxmijldiEcX3Q+8xGJ86fJhaj6dOsl4QbYSF8tBbLkHYd04ePm81fE481H0HrMKi2oi
+        +SN6XV0kTPs7RWFv+XyMpgPY8oCpmM8TOIfN04VdsCVkvf+iuO/SbYX019UkRf2ZcvbO3gf1qQ2c
+        HGryLF97p5+Q26oj8U5WEg8s/rrw44/PvRmg8WLHBeCn6zPsH8Hqhu0EkH48ylypCPPlFegewq+U
+        MOPjllZj3+QASrE+0nFMp/anX9C1ktfkiKLJ6mzkZ+DVrYj//JJPkH4BhNUaT8rwaaetKdry4tox
+        Zun6yh/knXmD92I0aH7/OiU/5E4AtXzNibVnQTt8IYzUPmoQndI95NxZ4ifC1kUidnN5oY4oigtB
+        e+0IeRVOXplH8MBM1y0ey2gsh+dLk3/5RYJP0JYD9YUKPufXQH56odtXuYtmPc42puHH4tvfYJj1
+        IHH9wPfFrt0O6jPqDfxl5iHm79M9Uk9GJWN+5r1f73Pd0y5dpjPduC8sWtp5A6KcH3/+A18dchKg
+        w5OFVNr0V85bbRRgvf109JOK8wmL0HNh9r+IWVR2vszS5gIltzjZznx0UJd4DzfluGchyEM77LMX
+        wIwfzHUcLaZHlokIHnzPNjV7W+MPj2b9hevZDxlNImNI68og+51xbydT+aogXf2MLoNdxns81QMw
+        TbGwsDoWfPYDAvWCnxfmTuqGs+t7xEjL5RVx901lvdPD04NBFjMW0KizZr/qhqQouxNDsRw0Vs5a
+        hvIcrnG7xI+Shf5VAGHD3hSWzpDTGFkNTJfpzw+L+XH/ugHBWUDRQq7zKXz0GOy8ywnZRK92emAt
+        gzg4vn7xGDNjWbzR4eUVJPwoftzmiu6iXz22zQdFPNVICq0ax5TrGWtpMc+qhMH7wP7q9ScfJ4jo
+        rqVi1m9/foiq/vDXkGuSL3VcDTD7Z1T+WgZajd4FyyyOKnIlzrPtCkO1YdbzVO3qKFem8avDaulV
+        c/3X/ZXjD7r2SAONOWk2WD8/ESVubDFDJhLvCuEpwGrqd0y/e3a7fF6eKgRre8fIxtrGXG+YoDzv
+        CmE/vTSEgev98RVLkaa2l7bIVnLtLNL9nmwtvmrSAa6VHdPlUza4NOMPDNdsy7avTZdP6H7G8ISF
+        SbaJ1s71xHzDjFd0MOPBGuJ8TCEgpMGjXLN4MpVChj5eY3IX5xMIl71WoezrLokRPcCa+UH35we4
+        +1WR9wvnmMEoKB77+f+9mKoAZZrHVKPlzG8aV4elPXK82ntFyetAUeG611qyPiuy/8O/P791czvn
+        bZ9eNe9Xb9l6HQv5uFb3LvQ38qGLm4njGT/WMKnNnpHVch1Pp7Mowa3PHIL948WaeJ5O8B3GLV3E
+        NsQDddkTkVq6MrdYPOLVUkkbuJFnyazJ1+L67aYH2Ax7Hw91lvjD5Zx36JF8cjbzYT7jzx7I5+z9
+        8ZHJkI8XGM7HA6btS5vxZ/RUdVcB8RIp88fiFTTox48NOKxbyfGvIrzCCyFHQTqX3fYtS3B+2hti
+        WvHJ4sa3OkDkdAY7r7Jt3BzZXtTO7DuSrbZa+s1+PchwYrecDn1X+BM/qF/o+MulFe+oNYVfP0Hd
+        uHhj9fZgOXvKdI2et7hn5NVbLfrkygTbRHSJ3ne6JVld18CGLWIMF1b4XfNmEfrp3YObBpZ0a8an
+        Nus5dv3sk7YvybsBdlBtYqZ7iPvTO1HBvT5jRk6vZzsYl32kzXoFLxBmba2RlQfirXpTJGZD+fOb
+        oUWbNQtDRbH4TqsvPz40842Rd/rtqKrl8m6TWe/6fPUxKBQ354QnK1757BYnEhy8Qif3zfWBxjYR
+        XNjVxJz1r9uOsUEamFY5xo1Qiajyrv4XLTpVIFg4G7F09gDU2U9l64d34MPztVQBG6sDC6nm81X+
+        BQlhY3lghiy15fjjw0xz9sRsjRFNh2meKJv9YVmrej6UH+Pw86/xAZ3KfNgY9Vv97pUXnYpT4/cH
+        JMo//k4Z1/ZoGKyDqP38kp/eHGd9CI9THmCpIdtyei9TG4RExMSUWZYPVSKZYH72KiPuRSyHtZ64
+        EOtZjidlu+ed21nFDy+Zq1Uh//lVyIp1kwT28egPUnlOUfaFNz4UWjrre/UJbNeaTN96h3hMq3yP
+        gqZFVMzUVy79+klHtt8wko27dvTCrFA3Vr9nW4OUVgddVaDHh1psk39ePv3puZmvEHNnLFo+6cwE
+        EceM2eXr0TZBm6Xw3ik3LFRnYvGlkn6RczQjeogsI++jspb//E9PPLxarulfDI61WbGNK5Ny5ns3
+        MCtDYvrbaPhYTPocb0XM8KwvmfdcvX/9G/qL986K6guUUrQiZlnKvF/uLxJs3/qJndrkwZmtr9I/
+        fynYIChn/dioP79i9p/4aAa1BzQ9hXhxM2nMl9K2+tNTrjI2/jDrYXjlJhC9v5ecatbR/uEb+9Wf
+        sdxrHdRXw6Pj8lrk7LNfVwCbR0SXo/5EfUEVCd3nidgfPo4H+SWB+apTKs39ur/+l7Dp30Qf2j0a
+        8MKX/vzLjYk/7VQHpw7usTZh7XPfo+5rlheIzGVOgtn/W+2GV/D3/Rn54oB+9QOZ7+sWl1+3iamk
+        F2v48UP3SISYncXX9xdvzP0IHBUmSUw4F5eSnJMkKafZ70dbbntU0KagZA+keWjWT7N/9/SnfHIk
+        uDWCyDbxcxXP+jBD9vd6IpZhVHmVLLQAzX7IX/+mS5tTAFHRLZhTtkE7PfbBDRjsHgQXVOHTqcgA
+        1t/YoNwwqniYemkCA18X+Nff5c7mrKL79rtlv+v3KXUviO1v/OfPxv1h4QuQBk/Mtmvj3A7AUAWe
+        cftirn9axE+e1Wn7xW4injDufDrvJ1oery59NM6SD/ldEX/1kS5fTZr3Uuh56LDtCDnN/skA0rlD
+        Itw8FsDiwTtQignuLzv7ez/fDT0GRXLbuX9249NKmkREz56A5c94asdLpFNAOX2wtQbXkprSTkQ/
+        vivO+SA+WbtGMEYpFa5H3C6nqp3g548Z99U7nzQd63/xECzpy6J2XrtwYpec+R2sysFL+icc3oPJ
+        Ei+oLL4qygrm+9Of3mI7dZ9p/x8TBdL/e6LgyDPGnNdr44t1c0/Q6uLa7L5o3HyqvNaFj4HWjKwM
+        v10p19qDvU1kRrb6qhz04djBtl3vceU1A6KTVqsw2sqCqsq94gP3uhQVjAVYWgbnfKon9wZQXb7E
+        Ozh92dfMw6h0pivb8MPDp00ddWDsQpOt8+UJMcPgNqAQp3//30VOL4FxfHzoY1wqaMqigwn7PB3J
+        9nD++lTQ4y+aHKYzA5V3ztuHWiFVdNe0ve9j/g0cZKK7+CRkG4Dj820S7NHlVb3Z/oZfLbXibwp7
+        Q4kJXlZtzutTm6GFQE54B5qOxrf+GIDl04HofhO3fZWuMBSsD1iIbYmzvKreSHZOa2LbQxgPIl02
+        cJU3NjElqW9ZExJT3dTbjipPrJdLN10U8Kj9lL6jl+1ztyi+mlbYA/PWBkP8XZsycppDhaVbHPhs
+        TLUvfCN7wSzu7P2xHx6NqryELdHzYRdz5Vq7IKsHg1y28dcfdR4LsNQeBtGHe+DT7iYegIVCRLyt
+        ffbHT1x0sA0jjMdxqfBhuPiqejP8nG1T8Y66QCoa+IiqQRWvnR21gcjqGIlfCrvlFLON8ZIRjlYG
+        CZXYRrzFvEFmcviS+/0WcF4V30QTFGFDF4vmm3c0rg/oE75vTB9SpW1Mvb7BVC9rYkOdxd14lQuY
+        VnXPMIIn51O0UVHt74CZuVbkjRrZBTzrkuDlyd2Ukv8ZK02qpIqso/u2pd0NEtjJuUgMcvdbbgxf
+        ipTjc8G8EY05b0Kio6F+bEjw2x+1ad/QG46ANXajFj1nQwr29JLx9KoOFl1fPEENlPeI6fn+zIco
+        qwY424TjZjJL1JePt6BuZTWh48dsYt4gaJAhOxnWznrKqe5UFZAmDsjaRYk/Hq14gM61gXjb0C/H
+        C48bMI23wvDrhPxJXJ9kuAaWSMwAOn+IV6oMUiVWzNMr+hfP8DGUNV1U+iqnSvZU4Vy4F3Y/qUrc
+        c4giTQrBJ3fRPvrDZi26kN1rgdhFtcvHdlUN4LW3LdvcRzOW3Hw5gKT4Wzw+JNoOC2LSxVrBC+aO
+        8MnHZ3T5QmoID5ycdY3zXXO8oKJwT8SRhs4fcRxLaHDSCzMlKSwn4msU6Vx08aoM5zPgI7VRGeVf
+        sl6uCsTv3vGA+M4PSHCR3rxh4F2QEvGITu/6mrP+7IkoZacMy8rZjfkesQm+GjJxH91o2/llTeGr
+        vK/z69+4c8Kkg0A4FOSUXG8+22uHDPqkM8gxe73LET24qOWvgDFzvv6k6oUIYXT32Fo04nasmRfA
+        MmlqYlL7Fk/v97pB+vGtMr94PfNCrc8C+GE1Uel+//DReog3FMnqjpBNU1s8i7M9BFNtswAxzvvL
+        0o3QjFdYMdC+feXaYGqH6UNpsxmaclw8aAO8aRqKHuXZ+l1P/ebDmbjj8sC7R2J7YL++LluHplsO
+        SO0iRA15QcLUfPr8/Un2yAjUC0XHKuTcO8kycmi4YBtABzQ44a1Dnvi8sWC3nHIuroZMjdxnRrz6
+        7Phcis8AbkNz4hbj3AHQGxt2SXfEsmu++LDfLXXETvMZw0Bqyqlw7jZIJ7NgVnZvrDrXBl3zbaJh
+        KJ12Xq8eAbRZzMKz48d04PtO++HTnM/5VA+5qEaBuMCjLWHE2aNPQcoHwg5WSPiwHjVP1RfrlOS+
+        9GmnjypjRLXSpldv+MZcGzIVlBdsiUVux3IYPOUN0hTesNTsV/l4PXWATsA/dKyzpz9sEvsCS9Zp
+        zCnDPp42bCsrv3xmw2C3Y1LvvrCTzyLzabBEXPYarE786FLleLqhbte3FDGz05l/C712mRYPGf2u
+        tyVDaw1fkXdAFpcN2ejNkDO3+H7h+Hq3xK3jph1j76aioRoTRpJl5A+/+Pzea3HOf8ma5G301hb1
+        /UuXiMmoXb0jVcNNcicb8dy0o+YoE2IhRCxqJWZNxWpMtKx4xiwU7s9y+nhXQIeLeye6d1vxjq3U
+        Cq4Rr7CEbYR6Caz1rz5g7VEv28kNUhss8VkSfFVVa7pL604lgSUQXQgnfwqGiwuhQE/0fU+P8VTO
+        WQqsk/Hiwfb+tNq7B3RLkgPRpfpWdtWaNoorO0eyiVZ6KT3Y9q1w2aqII94//mfaqQUUyVdm11v8
+        sfjGyp6wUyKX6CGSOb8a0wD65fli+JgyNFlxkcGSUQ0vHfPDp7QsPLhXmw2xr9jk3avpnqAu0gPx
+        PgaZ41lOodu9c7JZ3jji+BwdYGc8LiQ42Kty7K7PDspLETBf3x/iaaNfInB4qpC16b7LSZf2GI2v
+        6sSwPnz40ETXCD3MnU4yMZBadjuMHTwt2yDrt9TFI3lnkxolyY24M940Xox1MAL5gocQpYiaOzSo
+        B8v26Xi/SYgmTbuHtRIsiKepl5Kv3qkKsaMrxEiWqjWOG3cNpvusCBmGd8k14xVB6GTLfrQ1I+/6
+        y24NB2Hn4mLZfnjH3t89XJxTSkf1lrSDt0gzMA2f4aYK/Zz7NyoikMeQhIvrOae4Ppvw+7zGXM9Z
+        NWAdJcHVYnrsiO1wk1cAU3BhLMhuzOpx9fbgLKo+23TL03wmLDaRfLE5MVdIQozi9wWuzBxp6zU+
+        6sPrEMAW+EgFJr2szglvFOluoLOTd9ujfnX7TKBp15rh7XndDnM+gRjiK14ugjMar/a+gXvAn8wr
+        hiYfx0M/qFvDb+jUu05Lw8mdgBZeiLlexZwr14cLTZPMTwByS59/+X4NqnypmX0cH4g/ZW1QH9Fm
+        zTYfXOadlmxEraWvK/E3p2vLfnxK2eEMC2gZ5aOplZ7myblCJwu/ONW3OwyG6/bME+PaH5YxBpUq
+        +IEVfv6U/JmcvR+eYPX3ef2KHzTZGTC7Joy3QyAVX2QE1z3B4v05n3l4yKCs6i/xmtcTzQOABazN
+        5EM2BlPayVeHAix55ZIQh9u4c/mlgnvS+WQ7vMq/evXH3358criHZYVmvPzxN2uw602mVq57YFsN
+        F/FQn0MTYg3t8ECdQzzsd5qJ9qd1wNytDiW3ZWn9yy/mVXaKfvVUWV08Gy9f92/7zT6qiKKSpXSZ
+        3US/f0aHBo6BE7Bf/HOzulN0bXYmjVhwbflBOu9hegFmmwda+vVlTU0084deXQw176ajO0HpHGNm
+        fdw3589PeVOcaGUTj5xu/oy3ATpXd4Poqn1va9fpMey1MsMqwAaJWVI8YXoJGC+s/S4fC3tzg+cr
+        aGb89a3RRFIBeLHGzCDp2RpmPEKOdQmI0zQ078syruBb+zFWjTr1p0sqVWhf3W0s387fdhwnw4a1
+        ga5YvB2e1oAXVgB5dNUJSeBZThoz9nCurBUeN+OrnO/3BHv6yBQtTsDZOmcCOtFFSZXqvuF8ydwv
+        GLsmYK51dhFfqM81moIbY5brOrF47G8FZJGzpZro+FZ/4fEXnhfvyML4vPFHpsoiQHX70i6opZKf
+        KmUC21ofWUL2p3b5aBIKuSLMZ5jx2loa9l5Aoa21VDRdu5UuThfB4rKmLFxclZxjJAraXRbFX31F
+        I/uMMlSBwZj9GHprnJJ9pmn39kXCkcV510m5h0bntJ35vYFWubtUwdeEmo7ZPrcG3A+yNvNjYmzG
+        TTvVQywhP08lsv6gY9uNfRJA63qE4VhPrX604hvkdXkg1se1uSh91AIMfmzpEGhPa3w0SfenD86h
+        ekWDAFaHTm5xZH7tdGW/bYUbWvh1xcJ7OuTcGIoObkfFY9uxzPJ+yYtCE+VzTmZ8mfE8w1BG0kRC
+        n979iZ7GQDtengkWj+0r7n/xc87TjllcX7Td6evqv3ie+b/rDwhSGfZJa+JH6n7bCVXqGq0rOSOn
+        dRiiYbwOT8jNLxDcNNucF8FWANmZMNsKcd1O43GRwYyveCozIx7J6mWDQ+st+dNPn4c4gBBZV4zG
+        OkEz8zvAjNdsw1a6taqK4qAdnGzAaHPSWjrwrEODv1vRVXK9WV/poz7VwiaUmLnU82Y5T9jM6yPb
+        7f3tMz3XPDBFt2PZZFpcWmfJAdRAeuBFUSY5z/Q8QWWTRHO+Hi2+R58JgtPNxZH3anLOy7UEnXzj
+        VEnFBaL7Zrhpl11kkBMZDZ+tA3MPbWA0zLzhV1kDt11YvN4hRsL57dNlcxy0jrM1ldjrVY4R1Q5o
+        MJueGPN+Dp3zesKhhpK4RonKQS9k86dHmE/jb9wZG+OACjOJSchu2Kf9etpDXZceM7GxzPvKqWQw
+        w32MZfVVWWPYX1WYdsGdhUog5pSR7Q2ai63RVRmG8TAd9QEKrYyohA8FYuGp7ZR1niEsf7ERs2ML
+        MhrVxGZucNXa3nl8IthXcsTuc/4P2dvGEApxSOWPucmXi8e7gTR7tWRjSJ0/ZAckI7suS7bNmtDi
+        k15gGCl5MCfWNYu9T3IFgYYS9uPzfNdcb+jAdRnvmlRG4yl8CtpcT+f9ccvaKXMZNia9/fHxFeQs
+        +fFl5hhLyZrqw8uFQEgK5qnXvB3Pn7uk2q/GJWvr8Mw5bpoGjMWFMP3dxDF9UTGD6lhijJZDnbNT
+        GbroaWsXYhdtyTnc3eqXr8SHUkbj3ioE7ae3lDKuUXcnKYbFtHCYc8JPf1CMzwV2bKqZr4RePgrR
+        JUEnY1vgVW++/T98iY7oQPtbcChHrbmlP32IFe8KvBPnEwc6TwWytXTERyiLm+YlccTwwr/xkatl
+        o1bHB571oY5WlmLtNWbuJaY/3a01GzcCIovbhmyDpViOir1PkCtvjsyMD1ZLefSVEWfp+bcfcVfx
+        SwQrJzsxO3rZ1iiv+w7tZFEgbogf7edyfdzUKDncWFhUXVzXwkf+8bm/+J/r8RsxpUqp+Chv1oRl
+        oUO//FyI9tIaywcFFBfPlFnRuLZ4upI7xLQ7p5y8XH8qVkoi80B8s/WMv7wJHROufHpQjZ3yuX7u
+        9mg1fY4YejXP+bEFFQWOLpD7g03WpEb2E7h8oXQ43rt42Md1g3B0XjEzDndWI9rBE4WvxqLqyax8
+        fslBQshwRGanpuOLc76p65Od4IWyj9C4tsNJ3SU7nzwq/M4nIc7e4CzWMblJ9aEc4ndRoSsfHmTX
+        3P14IOXhiXaaX2KlXR78YeXdAyQm0cTsY8Pi/uOcOri1tkW1Of+m6AYNPLS7RgFJdsxv70AHK9kd
+        6VNx9mjaDo/kV8/IdfZXJj2VZHXmh4RElW+JItW+yBbohTjn+ycfpdMo/eKdLjXzk/MkwgFSZeOO
+        s/rsWFROhQiC2v9gRTbXbc2UAKN6et2xyp3e//Fj1d0FGhZ2iKJRX+oVqLxTiZfiwpr1sgqBSc+0
+        3IZROZ2d8aK5TZfPeqYoO6EOBniYsY6jVnuUbZpdM/WHp9WrGcqpkYUMkobuMN3495Z/wgOWF5F0
+        Y4b+2qKxVXYpbOVrQCxYynGVVHSCfWUA86Xlvu3alyvBXc6b2X95xmNw8SuYJ1WIB7DhXZiNAhwX
+        9pYQT1qjcZMpCWTmbtNTqRbb0ZUyEeRXtSde1HTtuHamDMhR+DDnAt98GJkpqsFrH1ChNx8Wx+f0
+        AMax/NBBCPeWSPUmg1qg1uxf8rZvjroH+Oi/Z/wpYhauqwnN/s+sN6Sy74I0hZ9fKeVIzGkbPs2f
+        v8ZmgInHVjlnSBa+b3JflEtEJe1AITnCk/le03Iel1kCX2M14vfQMH88hQ1Ad0Q6FtZ2kk+mIE7A
+        7i1jJj2UMavGaX4m33BhRL+F+UezdjICrQAS1Peyffuf8Q2J697oM0WrnO07z0azX4mrWl9YdXiV
+        McqKIia/+jJus86FymEeLY73IOfH/lFoJDAEtmnaKp9+fuGbDRnbC9nD/9NvMg0vzHPUqzXO/BS5
+        u8Zh3gNsfzVmzwh+eKA96mMr7fg3AOK6Jcm9pkXD/H2jdlVPLIxuuJVzVRng+cIN0Q/x0A5psDto
+        h0IleETNFI8/vRQ1rYUlGAI+4w1FXnvZMveLjXxJVr29musXXWzKpBx6FunwybSU6dvCsIbHaRqA
+        MmaSjYstxKsb7+BRPPEvf60JPFmH9iXElB8DhHrjvFMVfpQR86+ukUufj7KH5f7w8xNPOQ+e+hqc
+        aGnTSYhpS1UBPLTMFhhrotNaI3nvBzCZaJNoWS1jts4/ApAjfIi7G1o+LZaLAOb4I/bI5HjmWyY8
+        7rVCNofDox2nendQT00j4EGqhXIMtsEXbYrnk9az3hqJcqbwOl4RW/tM9Ws7OgjgvKolVjUVWjp+
+        hQSyeyvQjxCG/rDryw7N62c6C7Synz5V98sPthbOvrUaxCoBv7r6dFRfW4stPCKhlR9PWDrrV87N
+        d5ConVvYLF+cLnx5GA4TBGZMmH9si/kZJvUa9Le+ZuZyrHIWjK8BoHAtttvid9lrnaWjb5VXzKvP
+        H//nX4Eg7BtiJ1JrsUHsEuXHH8hIrzmXvWeAdkns4yLQnrPeznX4+annIuX5dycIutoliUdIs4N4
+        aj7VGrJ8KpkL0jafhKqT//gI3puPvGdKECBnt4+o+oC33y8e9Av3nXD5xV+5nPkC0u71izmaa/03
+        n51Wbc+8ZTrN/IY28LBfLywuVzoXj/r1iTKzIwQz6eUPt0//BWNxI5Tb4MdL7gsmmv1EZut3Nx+n
+        T0dBDc4nejqmImerqtrDM+99FtgoygefkxR++l7zofKpXfWFOvtZtOT6vRy9+GHC5Loes6owioe6
+        OR2gcaaUOclV8Jsq126wioznHD9GK8rDda3e5IvGfutn6CMnMPuRMz5Y7XIVXi/Ik5cWCbh98ofc
+        Oz0BGJWpOLQvf9BO0009cFMmm+Nejjnyribk3OTM2Z637fjo/OSn1//8V2nDtir8+DDB8YtPutO9
+        4VNdVsSwJcxnP69CP33ID86+HJef+xPlTtrip5AZvnSX1hSqHa7p0sUlGpefUwE7NtTE0tt33k0V
+        vYCm+Gu2aaoRPdx09YT84mbMzpEYj9tLOkEq54wKQ8ra8ePcO1Tk2YcFVfzhw9l6VKC47obo3suL
+        2UGsvoDCIGWXvExzNrZQ/fCWjjP/HC7X5AZP87uiStb0Ppv7W1Dx6YKXBxvaZvWgOnIXF49Fmvv9
+        6fECsDN1VIikV9m8rcIE2UYqXUTXtBxIeXkiwqeWbSb3lddH4+OBX919YrD240/eOxDASuidmV5r
+        I2m+/m/9eFDteznrO6ruDHhjeRjatuqk3AWliShzJvxAf3zgQsOBbYZ9atHhqWfw61eGo/Ti46a5
+        myDk3QovEUt5ZUzeAer5marByaDWuLTwHlX1ilPYBsuSBTzLIHeylnmXesWb11CbUAudRfy5P9jX
+        zAyQn0s6CYurwsfdUAvQ7aocl6wZremjDgEEjikwc3h92yE8bxLwki4j2Tmuc3p6oFnvPM5Y2bsm
+        5/l7F2iW9l5RZR03+bfgjxs6LtZbEsiiltPjORWQCVzCdRwG/up88UwIrXVEl8vXO57kbVrBGpsG
+        Cdo68bueRSaszOY741s7n/hJ1+AG8omEr8H1OyOJm9/6iR5opjXd4+8a9ppQMcKuqdVLzTBAydMX
+        Wyshy7nwkgoIua7R14Wdf37ngK7npUy2x5eFBp87Gai7945sdstTPOsPEemrvqRs9mfo0lE8NPNp
+        YgXNWL5knidw5acTCzdVV1J2+7ho9peJ74pC2atdGoCZtSFZZ3ND+Sy8v7CqS52iOEh8vrH2T22O
+        X3Js2nW8uiipCybVJhJasZMPjzUS1a0sJxQd7lXZq1rzRD89jnnAW9qv1Qie0Q0x/2an/iDUwQRW
+        bq3n1+OWTfo3AJEiILgMv/mwPWeFhmt0JGEi2dabqOUB0qSL6MM1G85/9//5a2OyzPy/fsis77Bc
+        OfjXL5XhKDQLOrxejU9fBs9AoZ/4r9/Tby/RBHN8sy3bH62hy6oL3IxtTuyvW/Gh0ZI9iIajUKTY
+        K97LPD+gnp18iuJ4nohfKQcIiueVDizQ2h9eavJlzcl2ke7REG33N3gnnc02HdRtxyreoMe9Vagi
+        Sd+S96cbhptbROywPvtc+sWTyIaIDhTbaPw4J/o/zyj4xz//+b9+v4Lw/l5vr3kwoL+N/b//z6jA
+        v7Nr9m9RlP7NpL9fS6BdVtz+9R//PYTwr7r9vuv+f/ff6vbp/vUf/1z9TRv8q//22ev/+vM/5nv9
+        5z/+CwAA//8DAAle6cmFYQAA
+    headers:
+      CF-Cache-Status:
+      - DYNAMIC
+      CF-RAY:
+      - 7b6d3f542dba9d8c-DME
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json
+      Date:
+      - Wed, 12 Apr 2023 17:39:12 GMT
+      Server:
+      - cloudflare
+      Transfer-Encoding:
+      - chunked
+      access-control-allow-origin:
+      - '*'
+      alt-svc:
+      - h3=":443"; ma=86400, h3-29=":443"; ma=86400
+      openai-organization:
+      - own-45h3iv
+      openai-processing-ms:
+      - '31'
+      openai-version:
+      - '2020-10-01'
+      strict-transport-security:
+      - max-age=15724800; includeSubDomains
+      x-ratelimit-limit-requests:
+      - '3000'
+      x-ratelimit-remaining-requests:
+      - '2999'
+      x-ratelimit-reset-requests:
+      - 20ms
+      x-request-id:
+      - 067bde68ac014668b13968776001a588
+    status:
+      code: 200
+      message: OK
+- request:
+    body: '{"input": [[8134]], "encoding_format": "base64"}'
+    headers:
+      Accept:
+      - '*/*'
+      Accept-Encoding:
+      - gzip, deflate
+      Connection:
+      - keep-alive
+      Content-Length:
+      - '48'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - User-Agent-DUMMY
+      X-OpenAI-Client-User-Agent:
+      - X-OpenAI-Client-User-Agent-DUMMY
+      authorization:
+      - authorization-DUMMY
+    method: POST
+    uri: https://api.openai.com/v1/engines/text-embedding-ada-002/embeddings
+  response:
+    body:
+      string: !!binary |
+        H4sIAAAAAAAAA1R6XQ+ySrPl/fsrdvat80ZEpMt9h4CIgN0Ifk4mE0BEQOTL7oY+Of99gs/JmZkb
+        E5DY0lW1aq1V/R//+uuvv+u4SJPv3//89fc7779//4/p3iP6Rn//89f//Ndff/3113/8Pv+/J9Mq
+        Th+P/JP9Hv99mX8e6fD3P39J/33n/z70z19/b4tRxarabbpl4Cwc9eakb2bxoUZCPhQJuP6HMz3Y
+        LlxeWYsSVRBt2SZerI1BDsBDnnFdUd50DzSYa8BQwCzGS9FaxVIa3qX63Uc98RZa547P+/yCtMSU
+        CPY6A/Fe2aZwOY0527z1j9E8r+kMEXctsz1HsUubwylRXw+aEydKpHhaD8Prq4ZULpIsHlassUB8
+        b5wYuD6iEb8uJzST85xt5PXK6PnhWoIdeiUxlsUmHg68DcDV4jldobEoyt2r8FB04Bv2XHQmYq7k
+        KSgPNybZ6wPqGPrudDjNA4Ir4yDcrtttErRWoxMx20slejcwLcTq+s0cM62M8X5uczSnmxUx3rsd
+        4tEez9T8muzJjn2ckO9gBei52ejMQccuHOPLvQTDnlk061ZZ3F+J2kPTiCMdCQvRsKdnC861tMXi
+        eeUhO+tcQuEia5jeHit32GubBHRn7hLDOx8MioVTQ9HeDHLpPrErTH0LgKrVjniXuRYynR4BRff8
+        S8z5dhvLXr2y4VA9SqZ/onUodmf/BsvLzWfR/ntG4tDdM1Sdo5pZwjx0/Hp/OOhVUo2qlrsxZG1G
+        bis4KTo5vmsfiax8VbC1NUyucNkb46sP6FowcWXWvW+M+mr5PhwfZoLrw/ZT0BgTCpIZYUKCzCvG
+        oOgySOZlwDbmwTdGbUYi9algn3mjl3a9nNs2Gp3jlhmVpAvJ2aklJOz2IlG5OIqRiBWFd5BQYhoU
+        XDHT7hlKNp8b04NuhsR70Hwox2BNDnmpddxntQ7zPJnj3BSNwcMx7X/rE++BurDyDm0EoIUeLR9t
+        2Y1HKeMgSvygTCpF0bd7Z0ThvvLIQR6XhTj4+ghWHjKqzIklRnXcJDC/9CFx5qddN24DG2CRhDvi
+        FtumGPb7TgGFzLYUPc5j3K9KWYKI5y7RKynsxpt71+AaHq9E559dOOjN3YNCcBvPGErd8a04p5X1
+        ZBdmr/NO9OalrWG6xitmvWJ+oBsFzKX0IM5U34wHKxOJet5ReV+cQn482yfAZesTQqXEpRcWOnPW
+        GR4zUx+HvOqqEfpvqxHXroQQwZJ70LHnidYAuSteyiNHQV4y2jcZhAMDF9AMHTkFKdrE4yuiERzk
+        7oz9Y+R0wyFdz6A5yBLRyxdF9Y7ICmzbqsLztHq7dRu8PVicnzGV733jtvUHHFid0xsWn8gryur2
+        Utdnvu+Ju7sWYoyRPsK2Xx9IfJkfDYEWNxWOm2VHzHPpGUM1F8naHLSBmUt974qPIAoU/djSlqM2
+        Zvq+5kiVnBnZX1Q/HOtVncCRPA1m6nldMCmtKdrP8xyvLier4Cu5s9FWPgds0x4vYnzmewz5+d6R
+        3dKLwzHZni7oY7AeL4pkcKd8zqGdb0d6PmjXQtzGvFrfnOSNf/vz3d5dDVW67ONZfW+K7z728Vom
+        hk+lKmwL8XI2ypoOzyuxaWbHvBiDHH54YsdpKXprzBJI/SZj9mG7K+jTUhOY8IiG3GIuvxKVImrY
+        ISFRUaNxK482MEW6kDPe2Whki70KRX1+M7vkR4OvtG0LhfK6kH2vpKJJVsd03cnJyLbyy0fDIx04
+        LHRk0LEuXWNcfmwFpnhg5X1RxfAd1AQuuuew+3oTdpyrQYsk84apMBW1o+HelX7X7HrKW8Fwb5eg
+        mN8TZlP8x/N7X0PQRDH74Ss764qMjlX6onl7tAzxeuARRfTRM5KEWcyTtznCycsshp/fj/vbj/Uz
+        Gb7MOTp1KFoCMsqQ7ZDDt9iJsuoqDtpykbGds//GgjsfD10H64VHqS06IVb2DU39hO3jQo4Hqzjl
+        qryJFboKjm04qpeRgq3iDV4vqtJoPCYw2t3TNbHnxEJSu7xEQIS7ZeasXKOPe5Nt1DceIju20Qr5
+        dkIpFEV1Jc5Yv8OmXtoWrItoiVX6boxffgA6nRh7GmljjMnVbsEo1YJ+Xvhr/ImfauMXXgKMaHjU
+        iYeC5haTDdlHot7nkQ9K3A+0ksJHJ3gwWCpVm5a4j/MYslujOYCyXUzsl2S5i1Cam2g1kxMs4Xrj
+        jrPFx0ONmx7IYbmyBW9mKw9JDx4w93XDBb9KhQLpfSGIt6gkIR7Hp4PsEJfkYJ1FTK0kSOBQZzo7
+        kjYPe+f40AGWSUQC/vmE3Ct4hOLW1Fi4kKuYYnxPIZ7rc+I+9UMollDZELnfAq+OXdYNB3ewgL2k
+        FdmuHzEaNSI4iufanFhjagih0zugwt5LVMGjXiyicPDgJmkxlWVN6Zpzb/Qgdas3sexrJrjh3R2U
+        a2lP+yPZG4O8fEfodVFkElrvc9c3ka2jvpJOJGk3hpBTyFSIgu8Gr0quxU3vRR641zih6aVYdfWG
+        hz6yr+uRLvhw71o26y/Q7qoYS5v4GoputsyhPqo3ejTKRgxih2qIt0+HbPF3LIRUGzbUsdXhRZfv
+        uzGINibEyiHE6+XKRkOktBFkx/I89edH/FboqK9P68OARdBhg4eHb4Ye39WFOMwdURfdHEV13ZZT
+        6f3VBG/smKL7t/KZtckUdzzvVQWGs3PGUrjk6CtTHZBHeczuu6Bw2YSPaJnbQCzjIIw6dRMbNl5y
+        IS5t1Y7t1E0JlS75xLMrw+Ccc4w0CN4Mp5rnDvsQX8ATLGZ6kgYdP2WaClQJDWI5+5lRSaGcorpM
+        OfOoqblc7toSKafVltgfYyGmfqXCKvFNvN5YRUf7tYVRtfukVDl9kpi7dlPDYWUADircIFFvuwv6
+        2PbAdsN1IwQp33x9zI2EuA+UGN/LfF6DXGmUOGyAjs7y/PLrt8wruryj1sagsHyWBTHvnzoehyj3
+        UB4aJrNdtBI8kQcLHl3OsDo7yLFYRysPJv7zw9uOrz+mDtL9eiDk6WExLlzDUqf3o+IT9d1vf9ej
+        kBGeXc2XO0C9uKBZt51jJfuexLjniwSG9FQzXXMKY1Se1EJ1bu3xMke1MaoXtVdHtf0Qi8afYpzb
+        Tr0iy8phe8sdxIRXEZQPx2MbzRGC3/2GAxH7Lfv1P97Oax8eN7gyrAdWzDbL7UVtRaYQ4otj8Yd/
+        3xTR4A/3/W6Y4XMLdW7u2dPj55BLlvOnn1F2vKN46n/O7/fozOsKJE6rpYTyxSfBneo08TjKmQYW
+        Qzs6Pyytgs+Hcwbm1jrhBf4G3bh9HySY+C8xcf0y6GneXGA2bh94tsVDzNePVwX4srCIZ29RV788
+        NYBbRY50ceEUFdk+koAk+w8xgq0ZjndDxmBFYLP96eN2U7xM0ALlhWcZLF2mkH2F3H2wxyI8LpEQ
+        K+0GYj63Kb2aG4OfMluBeaWY5LDYJgXPOETIxyvOHGVmFQvn3VD0w+tNNxtEd5AQoOx71oh3fTsG
+        d2a+uf71V8/U57FoXy8HPuvwxcjNNw15z9cJLPz+wOz+YBSj66ETKEGeMptZo8tIbJyAbRr7D98Y
+        zr1BV+LhzdkOfXUkRbKuQxDcZkwzyqgYqRTJ8GoemGkLt++Gg+r16P3eWHixT3M0WAtb/vERlqg8
+        D7vIulQoXK78ib9UxbiNuwj016whu1PuoFFFhYJ+9bCtVkXH/dMxgI0qIqqo23vIj/XBQ4rJToSo
+        6qn4BlspQgcrFPi7shXRrD5XD6KrY7Gd2M/dFo08X5+U9FdPdihXn4MJibGe08+0Hr2dRArK3r6T
+        h5ITdwitLkXqd58xY73SO1Ge9ak/lldm673jjpeTd4NpPboijwf6Nuzrqx8MD+K6UWbwu31VUb4l
+        KiHf2u4GY721USZ/txSYL7r+IkBGRIuA/fCg84+1gpa3cYlXXsnCP3x4XG8wM2sjN77jzitRJl1S
+        YtpKg5g68wK4DuaLrul+6Liv9zPItweV4YIX8fD2+bie+AWF69txhakUKUTpEWGVDclPrzhQiNEm
+        G38VhL96AdhZClUmfBERzpL1T/+tmdx3Y2oZt5++xmtTxx1ltiUBBWoTHG5K8bXs7fjbD4yOfBPy
+        FzqocL7VJ/ZUPkxwqUUZrFuvINuL83Y5VsIb4FP6ZPsZpQVfxUmEbmuPss3n7KJxrzcyaq/cYwcE
+        W0Me9/0MmJ1KxGuyJOSfmeNAKJw/ejXuzl4YAOpOHiEUj/GoHnx//bqoMh41xzDG+Aka8gW90cUm
+        tjqpfD0C5OGyJc7Hlgv+2w+jVAqmlQl2v51b2GAEFxerZ4HjMX1FDirmZ515j/OrGz8nDcPyuHYx
+        1zrP4NLrbsGQXmra+Y3vCpNtdHj75o6Z728m6KmMSmDIW//0ZPe9b86SqgXqixiP9hwORecn8MN3
+        Ih9xwY9py2H3UHQWWFlp8E//kGFWgEOHukSIf+7+DBqzfjHD7Sv0w3/VPAfbKV/zrpatVQSLu5pR
+        +QpDwavcPIG9l55Tv70ZAkWOjezz22U//i5X/JPDtN9kI2Iz5trmVqF2V8aUh7ttN0raqkRk/yYT
+        X46K8fLmPZyficZucVqiEV1fI4r2FyD23dXcRb5VMHyvxZztd0FhMPel6UiXVzVGyoPG7Y/f1zdq
+        0uWw7opvk9QRpHxxJPaoP9x+9+owrCJSYZpdvjG/+68RfvxMU6Mk7I7vREJhMDtiubd1tFRyK0Vq
+        MT8Q/ZAwd0i8NILJP6Kq8ngaYzNuaxirzfCLd/fdh/gE/aUu2KQ/xDBDNwq3tr38qTfelvfsx9+J
+        d1yMiL3C/gLa+WgzO4+YEIvrQUGy1zbUCR8HYyjupQNWs4vZfn5S4vHu2SZ8tqNDPPlrGX0fJj4s
+        IFWY0yvY6IHNb+jM3Z6um6zrxKd5pxB8zmu2ey/D/9IbVYJPePnCB1eQuZQBvpMv05L7IARftgG6
+        LpaM2RMeCho4Ggzhdsm8AExXvML+pNIderHdFTLErzPrBCdmpczZ7zx33AbaDMDsj4SY35U7rrKz
+        g35+Qrv/LtBPH8H48gtyqhsXjYt0N4OPU9ym39MEv0qdinZBc2QbT5bdIRMJV6XHGNAZ3WfoW8lH
+        DSL95TP3qX/jcf/g1U8/T/xzGbfKk5rQ3zcOyUV2/i9/zFczk6RJeDS4BY6Kbqq0I5EbcdEFm4ii
+        cF96VC47Hncnfr7Bjy9nu83B6KNI+DBDIaeLIdi4i+LeO6DLqGZa673jMfhuAVp829HhqdzjMTbf
+        Aaw8MyQ3cutD9rg3OiTE4+zHB8dhHt6gMG4V22n3izumUKtwPTczurwsSDe8i0WNnm1s0R9fZWmh
+        Zr/8oYMny0ZTlSWFoBt0ulp/HrE4f1odHUprTX7x4WW7pHA/YY+OoVeFw/T8+tfvzUlf80RemdBo
+        JMF/6qOOVyeIW0uj2e5zQd9FzKrVKglMooeeFcrwQgG6NN8X2c7Krzt01aDCV/PuzPCQjOh8ltlo
+        8isZZmjmUokdMIz94kF2xiEPOX8aKtBtrjLC0DcU377pf3yK7Kb1x6efqOhilgPbD0ne8eNZu0Ab
+        2YK5bqS50/o+sIt5IBN/LcS6DNs//I9c90H3i+dPTzCnyj00bqz7CU5ebtFZkK3D8aPHKppn1o1o
+        srLrZLJOHNhp1opovpSJsR4u1Q/PsOpIO7c3BucE587r2aHgJ7c8maODJr9o4pNVyNLAwmDuEkR+
+        +kFM+gNFozri+MhfoSjdTEfPISqJpxIV9f3bLqHwyhVzL/dPPO7PFQUpu3S/ejF6CG8W4ndt99OP
+        MXs5GxWtokNFdi881X93+8MP8LjrlwUrV6hVmXQ/MuIfdmLQsZPCwekV4q2MT5z/8lF+vRu8/JTU
+        7R8bp4ZbIbcMy2OFhv5Tz+A4kgOdJ6EW/vGX8f3wnd5X+vE7C5qrt2LWp5yhQTMUUH/43Lwvjitt
+        3NZCqbopiaM85m45oj0F01W1P/1NmfzS1da5LYjh3/bxMG/jBHh2pvTNXSaE+JxMdKF2xfCluBfD
+        81lLwJxljOWy82M5fko6ynf+DcvYU+NmFzUOxFDfiOW074L98uf21dfEXOqNO6weEl9p+NgyLzt6
+        Rb/fGRmsRVmTXVYXIf/0Z+mP35ZP/tv0PjMo861HyORn/vw25IIW0HiuZgUv8S1CDS9nbMuHVSFi
+        ye5Vub6fSZTsSdeb2cFE7BsLLGnEEHytKCc45/qd7DbZLhQ7dVMBMeUN5StsowHUV4ve9HCncnXr
+        wqlfVyg7Vmc21ZPBreuRInS6MCyNd8PgsOlGiFxWUP7IDIPb/neG4oXcT3qzd/nzoaU/P5s59ksP
+        2boMaziG6p4Z98/K4MuSjLARazrxlSCsV+VMhgk/CV50i46WX0WG9fbzpeN2nhRSvJ/pEOo8+4P/
+        LckPN2CbzsaR2r0KOvnL6MzmKnOPZCXYo3BTdFtj+tNv7lD4G6o+hXAJaYenGHtRcJj8RdyyISmm
+        9SVQVWiJGTgLJCIAEwJfu5JLNTu7DC18BV4f60O2NV2HIi3GHCZ+y4xl8Qr7aN4n0C5WT4w6+y3o
+        xjqeYDO8d+TXz8TnUpdA5xbDy/ugFkOeP3O0fun+T28bbAhrB6Z8xTN2lmJ5mc51SMHU/9SfFO2t
+        GTy36e6HVzF9dl0NBXOPzD1Z+c+fz9F3f+vZvdBsxJfR+6JO+UprPObFQC56CeH5orCDhR4ud2Oa
+        weQHE40u3JDWQ1qhWVRt2WFlK2isPltTFdXHZO7EZ6XHiWRQrpdLzD3/YVBFBRl28bL841ct3+bW
+        g7V3v2P0QInLf/V3adiLOPtd7w7K49Cjhlcz+omUDjWWfRgha2f3if8t4iFZ3VPQb1VJtvtUF+PF
+        aWZQPx4BS1QSoSFovxV8wVlM/qEdSixNZPQUg0tVyNA0H7lF6BFfZgT7NPvz/5BCYMu89vMtJn9Z
+        RfJWWjPXb7gr4t2hRhP+Er1xJNRcNTqiqT7JQXoGiKvvtwLPlycoOgcXg59wUkGMmwf7zXPGMSQR
+        sG7jUdE4pcvnXnkBspoNzDpoleDFoTlBfK4R2SyGd8H3eeDDhLdsk8xb8Z3mcxCmL5cYpXbpBscJ
+        Zn/8pfYht12qz+QUFqp1pPn2PoreHFYRcvnwYvvsW7ryorpLsG9X/TQvkMImb5sbcrX7nPzmRcxW
+        eYv28omwnSE8Q0jGcQYT/8dStTrF9HOyMZr0ODOS9IVGiR082LKzREgGVSgccZbgWetPPGxV1xj8
+        UbutJ3zFwjAyNEzxQ+uX5jPnY1+67senh93VZdhCXjg47xdddwZtqHyo/IL7p7sP1jfP2H7KTzrv
+        hYT8+TGg/VlhxlA7Bx3uj9uT+bHzEj/+DbtlsCNkf3ka/LkZKILUOrMdzVaGuGUz/6cPf3zC+MPX
+        m5l3YW71mcVU65wcMpltiem6tKC57VdgqsRkGM/qYmBgAKzPQ8q8SY+zyY+FJ24jCpa/QTx83iW0
+        UW6C/PyAscNGvh7i2YY4lvsyRustKYjoQ0Gs9/gqpnhfYJcvdfz5lNgdUI19WPj0MOlDU+RexgLA
+        X7kgm4rlhuj8TvnNW/BcPtKOmfp2Bk5gIbJ9e3a3IM0ugcmvwpKe28XQJPXtx18nPzFA42w9WKDN
+        Oo/YaDyFI2qrWo2PB5nt15uw4I/TLkNrTXoyL8y/op/6xZ/9dzhyYiE+iQm3+fv8m2cVkx/XImEP
+        KnGKaoP+8C/v6Bq0ziOCRJffMKjDeCWu6jSh2B1wBrP1BZODcyMdL8Yog/XgbYgz+XF0z9cpHFGc
+        4ddmSRELWHVZTfXzZ569GG+KCpM//Ud/dMdYvf36A9Hv+afjm0qR1lP/pT//hJ+a4gTz+Pn6zaOM
+        0e8vCmRVcaISjFknhodTgXK/OET35Hc83Kmv/OHnRnw6uTytWhXsvfxku1lzEEJfQoTWjjZitahe
+        QujJt1bPbK0SI/WfxlccLxZc/PODbV/7PuRuYJqw3rUupT7N3OGcNz6aVZcBPxZV6f6pr998WU/d
+        bzfljww+KB1dTfPq7rGTeliElvTzh4rhnpQl+vGrjT7TDO6vnOSnN5ibjaYYOAgd/v6dCvjPf/31
+        1//6nTCo6kf6ng4GfNPh++//Pirw7+gR/VuS5H8z+c9JBNpHWfr3P/91COHvpqur5vu/v3WZfvq/
+        //lr8ee0wd/f+hu9/5/b/5rW+s9//R8AAAD//wMACEOkc+EgAAA=
+    headers:
+      CF-Cache-Status:
+      - DYNAMIC
+      CF-RAY:
+      - 7b6d3f5cea949d8c-DME
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json
+      Date:
+      - Wed, 12 Apr 2023 17:39:14 GMT
+      Server:
+      - cloudflare
+      Transfer-Encoding:
+      - chunked
+      access-control-allow-origin:
+      - '*'
+      alt-svc:
+      - h3=":443"; ma=86400, h3-29=":443"; ma=86400
+      openai-organization:
+      - own-45h3iv
+      openai-processing-ms:
+      - '271'
+      openai-version:
+      - '2020-10-01'
+      strict-transport-security:
+      - max-age=15724800; includeSubDomains
+      x-ratelimit-limit-requests:
+      - '3000'
+      x-ratelimit-remaining-requests:
+      - '2999'
+      x-ratelimit-reset-requests:
+      - 20ms
+      x-request-id:
+      - 029a9d93fe8a07946d39f3e957b33c11
+    status:
+      code: 200
+      message: OK
+version: 1
--- a/tests/integration_tests/vectorstores/conftest.py
+++ b/tests/integration_tests/vectorstores/conftest.py
@ -1,15 +1,49 @@
 import os
-from typing import Generator, List
+from typing import Generator, List, Union

 import pytest
+from vcr.request import Request

 from langchain.document_loaders import TextLoader
+from langchain.embeddings import OpenAIEmbeddings
 from langchain.schema import Document
 from langchain.text_splitter import CharacterTextSplitter


-# Define a fixture that yields a generator object returning a list of documents
+# This fixture returns a dictionary containing filter_headers options
+# for replacing certain headers with dummy values during cassette playback
+# Specifically, it replaces the authorization header with a dummy value to
+# prevent sensitive data from being recorded in the cassette.
+# It also filters request to certain hosts (specified in the `ignored_hosts` list)
+# to prevent data from being recorded in the cassette.
@pytest.fixture(scope="module")
+def vcr_config() -> dict:
+    skipped_host = ["pinecone.io"]
+
+    def before_record_response(response: dict) -> Union[dict, None]:
+        return response
+
+    def before_record_request(request: Request) -> Union[Request, None]:
+        for host in skipped_host:
+            if request.host.startswith(host) or request.host.endswith(host):
+                return None
+        return request
+
+    return {
+        "before_record_request": before_record_request,
+        "before_record_response": before_record_response,
+        "filter_headers": [
+            ("authorization", "authorization-DUMMY"),
+            ("X-OpenAI-Client-User-Agent", "X-OpenAI-Client-User-Agent-DUMMY"),
+            ("Api-Key", "Api-Key-DUMMY"),
+            ("User-Agent", "User-Agent-DUMMY"),
+        ],
+        "ignore_localhost": True,
+    }
+
+
+# Define a fixture that yields a generator object returning a list of documents
+@pytest.fixture(scope="function")
 def documents() -> Generator[List[Document], None, None]:
    """Return a generator that yields a list of documents."""

@ -23,3 +57,18 @@ def documents() -> Generator[List[Document], None, None]:

    # Yield the documents split into chunks
    yield text_splitter.split_documents(documents)
+
+
+@pytest.fixture(scope="function")
+def texts() -> Generator[List[str], None, None]:
+    # Load the documents from a file located in the fixtures directory
+    documents = TextLoader(
+        os.path.join(os.path.dirname(__file__), "fixtures", "sharks.txt")
+    ).load()
+
+    yield [doc.page_content for doc in documents]
+
+
+@pytest.fixture(scope="module")
+def embedding_openai() -> OpenAIEmbeddings:
+    return OpenAIEmbeddings()
--- a/tests/integration_tests/vectorstores/test_elasticsearch.py
+++ b/tests/integration_tests/vectorstores/test_elasticsearch.py
@ -21,6 +21,11 @@ docker-compose -f elasticsearch.yml up


 class TestElasticsearch:
+    @classmethod
+    def setup_class(cls) -> None:
+        if not os.getenv("OPENAI_API_KEY"):
+            raise ValueError("OPENAI_API_KEY environment variable is not set")
+
    @pytest.fixture(scope="class", autouse=True)
    def elasticsearch_url(self) -> Union[str, Generator[str, None, None]]:
        """Return the elasticsearch url."""
@ -34,15 +39,6 @@ class TestElasticsearch:
            # print(index_name)
            es.indices.delete(index=index_name)

-    @pytest.fixture(scope="class", autouse=True)
-    def openai_api_key(self) -> Union[str, Generator[str, None, None]]:
-        """Return the OpenAI API key."""
-        openai_api_key = os.getenv("OPENAI_API_KEY")
-        if not openai_api_key:
-            raise ValueError("OPENAI_API_KEY environment variable is not set")
-
-        yield openai_api_key
-
    def test_similarity_search_without_metadata(self, elasticsearch_url: str) -> None:
        """Test end to end construction and search without metadata."""
        texts = ["foo", "bar", "baz"]
@ -67,15 +63,17 @@ class TestElasticsearch:

    @pytest.mark.vcr(ignore_localhost=True)
    def test_default_index_from_documents(
-        self, documents: List[Document], openai_api_key: str, elasticsearch_url: str
+        self,
+        documents: List[Document],
+        embedding_openai: OpenAIEmbeddings,
+        elasticsearch_url: str,
    ) -> None:
        """This test checks the construction of a default
        ElasticSearch index using the 'from_documents'."""
-        embedding = OpenAIEmbeddings(openai_api_key=openai_api_key)

        elastic_vector_search = ElasticVectorSearch.from_documents(
            documents=documents,
-            embedding=embedding,
+            embedding=embedding_openai,
            elasticsearch_url=elasticsearch_url,
        )

@ -86,16 +84,18 @@ class TestElasticsearch:

    @pytest.mark.vcr(ignore_localhost=True)
    def test_custom_index_from_documents(
-        self, documents: List[Document], openai_api_key: str, elasticsearch_url: str
+        self,
+        documents: List[Document],
+        embedding_openai: OpenAIEmbeddings,
+        elasticsearch_url: str,
    ) -> None:
        """This test checks the construction of a custom
        ElasticSearch index using the 'from_documents'."""

        index_name = f"custom_index_{uuid.uuid4().hex}"
-        embedding = OpenAIEmbeddings(openai_api_key=openai_api_key)
        elastic_vector_search = ElasticVectorSearch.from_documents(
            documents=documents,
-            embedding=embedding,
+            embedding=embedding_openai,
            elasticsearch_url=elasticsearch_url,
            index_name=index_name,
        )
@ -110,15 +110,17 @@ class TestElasticsearch:

    @pytest.mark.vcr(ignore_localhost=True)
    def test_custom_index_add_documents(
-        self, documents: List[Document], openai_api_key: str, elasticsearch_url: str
+        self,
+        documents: List[Document],
+        embedding_openai: OpenAIEmbeddings,
+        elasticsearch_url: str,
    ) -> None:
        """This test checks the construction of a custom
        ElasticSearch index using the 'add_documents'."""

        index_name = f"custom_index_{uuid.uuid4().hex}"
-        embedding = OpenAIEmbeddings(openai_api_key=openai_api_key)
        elastic_vector_search = ElasticVectorSearch(
-            embedding=embedding,
+            embedding=embedding_openai,
            elasticsearch_url=elasticsearch_url,
            index_name=index_name,
        )
--- a/tests/integration_tests/vectorstores/test_pinecone.py
+++ b/tests/integration_tests/vectorstores/test_pinecone.py
@ -1,97 +1,208 @@
-"""Test Pinecone functionality."""
+import importlib
+import os
+import uuid
+from typing import List
+
 import pinecone
+import pytest

 from langchain.docstore.document import Document
+from langchain.embeddings import OpenAIEmbeddings
 from langchain.vectorstores.pinecone import Pinecone
-from tests.integration_tests.vectorstores.fake_embeddings import FakeEmbeddings

-pinecone.init(api_key="YOUR_API_KEY", environment="YOUR_ENV")
+index_name = "langchain-test-index"  # name of the index
+namespace_name = "langchain-test-namespace"  # name of the namespace
+dimension = 1536  # dimension of the embeddings

-# if the index already exists, delete it
-try:
-    pinecone.delete_index("langchain-demo")
-except Exception:
-    pass
-index = pinecone.Index("langchain-demo")

+def reset_pinecone() -> None:
+    assert os.environ.get("PINECONE_API_KEY") is not None
+    assert os.environ.get("PINECONE_ENVIRONMENT") is not None

-def test_pinecone() -> None:
-    """Test end to end construction and search."""
-    texts = ["foo", "bar", "baz"]
-    docsearch = Pinecone.from_texts(
-        texts, FakeEmbeddings(), index_name="langchain-demo", namespace="test"
-    )
-    output = docsearch.similarity_search("foo", k=1, namespace="test")
-    assert output == [Document(page_content="foo")]
-
-
-def test_pinecone_with_metadatas() -> None:
-    """Test end to end construction and search."""
-    texts = ["foo", "bar", "baz"]
-    metadatas = [{"page": i} for i in range(len(texts))]
-    docsearch = Pinecone.from_texts(
-        texts,
-        FakeEmbeddings(),
-        index_name="langchain-demo",
-        metadatas=metadatas,
-        namespace="test-metadata",
-    )
-    output = docsearch.similarity_search("foo", k=1, namespace="test-metadata")
-    assert output == [Document(page_content="foo", metadata={"page": 0})]
-
-
-def test_pinecone_with_scores() -> None:
-    """Test end to end construction and search with scores and IDs."""
-    texts = ["foo", "bar", "baz"]
-    metadatas = [{"page": i} for i in range(len(texts))]
-    docsearch = Pinecone.from_texts(
-        texts,
-        FakeEmbeddings(),
-        index_name="langchain-demo",
-        metadatas=metadatas,
-        namespace="test-metadata-score",
-    )
-    output = docsearch.similarity_search_with_score(
-        "foo", k=3, namespace="test-metadata-score"
-    )
-    docs = [o[0] for o in output]
-    scores = [o[1] for o in output]
-    assert docs == [
-        Document(page_content="foo", metadata={"page": 0}),
-        Document(page_content="bar", metadata={"page": 1}),
-        Document(page_content="baz", metadata={"page": 2}),
-    ]
-    assert scores[0] > scores[1] > scores[2]
-
-
-def test_pinecone_with_namespaces() -> None:
-    "Test that namespaces are properly handled." ""
-    # Create two indexes with the same name but different namespaces
-    texts = ["foo", "bar", "baz"]
-    metadatas = [{"page": i} for i in range(len(texts))]
-    Pinecone.from_texts(
-        texts,
-        FakeEmbeddings(),
-        index_name="langchain-demo",
-        metadatas=metadatas,
-        namespace="test-namespace",
-    )
+    import pinecone

-    texts = ["foo2", "bar2", "baz2"]
-    metadatas = [{"page": i} for i in range(len(texts))]
-    Pinecone.from_texts(
-        texts,
-        FakeEmbeddings(),
-        index_name="langchain-demo",
-        metadatas=metadatas,
-        namespace="test-namespace2",
-    )
+    importlib.reload(pinecone)

-    # Search with namespace
-    docsearch = Pinecone.from_existing_index(
-        "langchain-demo", embedding=FakeEmbeddings(), namespace="test-namespace"
+    pinecone.init(
+        api_key=os.environ.get("PINECONE_API_KEY"),
+        environment=os.environ.get("PINECONE_ENVIRONMENT"),
    )
-    output = docsearch.similarity_search("foo", k=6)
-    # check that we don't get results from the other namespace
-    page_contents = [o.page_content for o in output]
-    assert set(page_contents) == set(["foo", "bar", "baz"])
+
+
+class TestPinecone:
+    index: pinecone.Index
+
+    @classmethod
+    def setup_class(cls) -> None:
+        reset_pinecone()
+
+        cls.index = pinecone.Index(index_name)
+
+        if index_name in pinecone.list_indexes():
+            index_stats = cls.index.describe_index_stats()
+            if index_stats["dimension"] == dimension:
+                # delete all the vectors in the index if the dimension is the same
+                # from all namespaces
+                index_stats = cls.index.describe_index_stats()
+                for _namespace_name in index_stats["namespaces"].keys():
+                    cls.index.delete(delete_all=True, namespace=_namespace_name)
+
+            else:
+                pinecone.delete_index(index_name)
+                pinecone.create_index(name=index_name, dimension=dimension)
+        else:
+            pinecone.create_index(name=index_name, dimension=dimension)
+
+        # insure the index is empty
+        index_stats = cls.index.describe_index_stats()
+        assert index_stats["dimension"] == dimension
+        if index_stats["namespaces"].get(namespace_name) is not None:
+            assert index_stats["namespaces"][namespace_name]["vector_count"] == 0
+
+    @classmethod
+    def teardown_class(cls) -> None:
+        index_stats = cls.index.describe_index_stats()
+        for _namespace_name in index_stats["namespaces"].keys():
+            cls.index.delete(delete_all=True, namespace=_namespace_name)
+
+        reset_pinecone()
+
+    @pytest.fixture(autouse=True)
+    def setup(self) -> None:
+        # delete all the vectors in the index
+        index_stats = self.index.describe_index_stats()
+        for _namespace_name in index_stats["namespaces"].keys():
+            self.index.delete(delete_all=True, namespace=_namespace_name)
+
+        reset_pinecone()
+
+    @pytest.mark.vcr()
+    def test_from_texts(
+        self, texts: List[str], embedding_openai: OpenAIEmbeddings
+    ) -> None:
+        """Test end to end construction and search."""
+        unique_id = uuid.uuid4().hex
+        needs = f"foobuu {unique_id} booo"
+        texts.insert(0, needs)
+
+        docsearch = Pinecone.from_texts(
+            texts=texts,
+            embedding=embedding_openai,
+            index_name=index_name,
+            namespace=namespace_name,
+        )
+        output = docsearch.similarity_search(unique_id, k=1, namespace=namespace_name)
+        assert output == [Document(page_content=needs)]
+
+    @pytest.mark.vcr()
+    def test_from_texts_with_metadatas(
+        self, texts: List[str], embedding_openai: OpenAIEmbeddings
+    ) -> None:
+        """Test end to end construction and search."""
+
+        unique_id = uuid.uuid4().hex
+        needs = f"foobuu {unique_id} booo"
+        texts.insert(0, needs)
+
+        metadatas = [{"page": i} for i in range(len(texts))]
+        docsearch = Pinecone.from_texts(
+            texts,
+            embedding_openai,
+            index_name=index_name,
+            metadatas=metadatas,
+            namespace=namespace_name,
+        )
+        output = docsearch.similarity_search(needs, k=1, namespace=namespace_name)
+
+        # TODO: why metadata={"page": 0.0}) instead of {"page": 0}?
+        assert output == [Document(page_content=needs, metadata={"page": 0.0})]
+
+    @pytest.mark.vcr()
+    def test_from_texts_with_scores(self, embedding_openai: OpenAIEmbeddings) -> None:
+        """Test end to end construction and search with scores and IDs."""
+        texts = ["foo", "bar", "baz"]
+        metadatas = [{"page": i} for i in range(len(texts))]
+        docsearch = Pinecone.from_texts(
+            texts,
+            embedding_openai,
+            index_name=index_name,
+            metadatas=metadatas,
+            namespace=namespace_name,
+        )
+        output = docsearch.similarity_search_with_score(
+            "foo", k=3, namespace=namespace_name
+        )
+        docs = [o[0] for o in output]
+        scores = [o[1] for o in output]
+        sorted_documents = sorted(docs, key=lambda x: x.metadata["page"])
+
+        # TODO: why metadata={"page": 0.0}) instead of {"page": 0}, etc???
+        assert sorted_documents == [
+            Document(page_content="foo", metadata={"page": 0.0}),
+            Document(page_content="bar", metadata={"page": 1.0}),
+            Document(page_content="baz", metadata={"page": 2.0}),
+        ]
+        assert scores[0] > scores[1] > scores[2]
+
+    def test_from_existing_index_with_namespaces(
+        self, embedding_openai: OpenAIEmbeddings
+    ) -> None:
+        """Test that namespaces are properly handled."""
+        # Create two indexes with the same name but different namespaces
+        texts_1 = ["foo", "bar", "baz"]
+        metadatas = [{"page": i} for i in range(len(texts_1))]
+        Pinecone.from_texts(
+            texts_1,
+            embedding_openai,
+            index_name=index_name,
+            metadatas=metadatas,
+            namespace=f"{index_name}-1",
+        )
+
+        texts_2 = ["foo2", "bar2", "baz2"]
+        metadatas = [{"page": i} for i in range(len(texts_2))]
+
+        Pinecone.from_texts(
+            texts_2,
+            embedding_openai,
+            index_name=index_name,
+            metadatas=metadatas,
+            namespace=f"{index_name}-2",
+        )
+
+        # Search with namespace
+        docsearch = Pinecone.from_existing_index(
+            index_name=index_name,
+            embedding=embedding_openai,
+            namespace=f"{index_name}-1",
+        )
+        output = docsearch.similarity_search("foo", k=20, namespace=f"{index_name}-1")
+        # check that we don't get results from the other namespace
+        page_contents = sorted(set([o.page_content for o in output]))
+        assert all(content in ["foo", "bar", "baz"] for content in page_contents)
+        assert all(content not in ["foo2", "bar2", "baz2"] for content in page_contents)
+
+    def test_add_documents_with_ids(
+        self, texts: List[str], embedding_openai: OpenAIEmbeddings
+    ) -> None:
+        ids = [uuid.uuid4().hex for _ in range(len(texts))]
+        Pinecone.from_texts(
+            texts=texts,
+            ids=ids,
+            embedding=embedding_openai,
+            index_name=index_name,
+            namespace=index_name,
+        )
+        index_stats = self.index.describe_index_stats()
+        assert index_stats["namespaces"][index_name]["vector_count"] == len(texts)
+
+        ids_1 = [uuid.uuid4().hex for _ in range(len(texts))]
+        Pinecone.from_texts(
+            texts=texts,
+            ids=ids_1,
+            embedding=embedding_openai,
+            index_name=index_name,
+            namespace=index_name,
+        )
+        index_stats = self.index.describe_index_stats()
+        assert index_stats["namespaces"][index_name]["vector_count"] == len(texts) * 2