Fimeg/letta-server
1
0
Fork 0
Code Issues Pull Requests Actions 2 Packages Projects Releases Wiki Activity

test: add sdk tests (#1569)

Browse Source
This commit is contained in:
cthomas
2025-04-10 12:04:40 -07:00
committed by GitHub
parent fa8cde08c6
commit 287a836d20
12 changed files with 755 additions and 164 deletions
Download Patch File Download Diff File Expand all files Collapse all files

31
letta/schemas/group.py
View File

@@ -42,11 +42,21 @@ class RoundRobinManager(ManagerConfig):
max_turns: Optional[int] = Field(None, description="")
class RoundRobinManagerUpdate(ManagerConfig):
manager_type: Literal[ManagerType.round_robin] = Field(ManagerType.round_robin, description="")
max_turns: Optional[int] = Field(None, description="")
class SupervisorManager(ManagerConfig):
manager_type: Literal[ManagerType.supervisor] = Field(ManagerType.supervisor, description="")
manager_agent_id: str = Field(..., description="")
class SupervisorManagerUpdate(ManagerConfig):
manager_type: Literal[ManagerType.supervisor] = Field(ManagerType.supervisor, description="")
manager_agent_id: Optional[str] = Field(..., description="")
class DynamicManager(ManagerConfig):
manager_type: Literal[ManagerType.dynamic] = Field(ManagerType.dynamic, description="")
manager_agent_id: str = Field(..., description="")
@@ -54,12 +64,25 @@ class DynamicManager(ManagerConfig):
max_turns: Optional[int] = Field(None, description="")
class DynamicManagerUpdate(ManagerConfig):
manager_type: Literal[ManagerType.dynamic] = Field(ManagerType.dynamic, description="")
manager_agent_id: Optional[str] = Field(None, description="")
termination_token: Optional[str] = Field(None, description="")
max_turns: Optional[int] = Field(None, description="")
class SleeptimeManager(ManagerConfig):
manager_type: Literal[ManagerType.sleeptime] = Field(ManagerType.sleeptime, description="")
manager_agent_id: str = Field(..., description="")
sleeptime_agent_frequency: Optional[int] = Field(None, description="")
class SleeptimeManagerUpdate(ManagerConfig):
manager_type: Literal[ManagerType.sleeptime] = Field(ManagerType.sleeptime, description="")
manager_agent_id: Optional[str] = Field(None, description="")
sleeptime_agent_frequency: Optional[int] = Field(None, description="")
# class SwarmGroup(ManagerConfig):
# manager_type: Literal[ManagerType.swarm] = Field(ManagerType.swarm, description="")
@@ -70,6 +93,12 @@ ManagerConfigUnion = Annotated[
]
ManagerConfigUpdateUnion = Annotated[
Union[RoundRobinManagerUpdate, SupervisorManagerUpdate, DynamicManagerUpdate, SleeptimeManagerUpdate],
Field(discriminator="manager_type"),
]
class GroupCreate(BaseModel):
agent_ids: List[str] = Field(..., description="")
description: str = Field(..., description="")
@@ -80,5 +109,5 @@ class GroupCreate(BaseModel):
class GroupUpdate(BaseModel):
agent_ids: Optional[List[str]] = Field(None, description="")
description: Optional[str] = Field(None, description="")
manager_config: Optional[ManagerConfigUnion] = Field(None, description="")
manager_config: Optional[ManagerConfigUpdateUnion] = Field(None, description="")
shared_block_ids: Optional[List[str]] = Field(None, description="")

3
letta/server/rest_api/routers/v1/identities.py
View File

@@ -119,6 +119,9 @@ def modify_identity(
except NoResultFound as e:
raise HTTPException(status_code=404, detail=str(e))
except Exception as e:
import traceback
print(traceback.format_exc())
raise HTTPException(status_code=500, detail=f"{e}")

6
letta/services/identity_manager.py
View File

@@ -137,8 +137,10 @@ class IdentityManager:
if replace:
existing_identity.properties = [prop.model_dump() for prop in identity.properties]
else:
new_properties = existing_identity.properties + [prop.model_dump() for prop in identity.properties]
existing_identity.properties = new_properties
new_properties = {old_prop["key"]: old_prop for old_prop in existing_identity.properties} | {
new_prop.key: new_prop.model_dump() for new_prop in identity.properties
}
existing_identity.properties = list(new_properties.values())
if identity.agent_ids is not None:
self._process_relationship(

2
letta/services/tool_manager.py
View File

@@ -54,7 +54,7 @@ class ToolManager:
# If there's anything to update
if update_data:
self.update_tool_by_id(tool.id, ToolUpdate(**update_data), actor)
tool = self.update_tool_by_id(tool.id, ToolUpdate(**update_data), actor)
else:
printd(
f"`create_or_update_tool` was called with user_id={actor.id}, organization_id={actor.organization_id}, name={pydantic_tool.name}, but found existing tool with nothing to update."

372
poetry.lock generated
View File

@@ -1,4 +1,4 @@
# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
[[package]]
name = "aiohappyeyeballs"
@@ -495,17 +495,17 @@ files = [
[[package]]
name = "boto3"
version = "1.37.29"
version = "1.37.31"
description = "The AWS SDK for Python"
optional = true
python-versions = ">=3.8"
files = [
{file = "boto3-1.37.29-py3-none-any.whl", hash = "sha256:869979050e2cf6f5461503e0f1c8f226e47ec02802e88a2210f085ec22485945"},
{file = "boto3-1.37.29.tar.gz", hash = "sha256:5702e38356b93c56ed2a27e17f7664d791f1fe2eafd58ae6ab3853b2804cadd2"},
{file = "boto3-1.37.31-py3-none-any.whl", hash = "sha256:cf8997be0742a5cab9d33a138ef56e423a8ebd8881f6f73e95076b26656b36dc"},
{file = "boto3-1.37.31.tar.gz", hash = "sha256:dfee02b2f8f632a239a2f4ba6a2d568e2edd7f7464e9afd8a487fdb3fa9a0ad3"},
]
[package.dependencies]
botocore = ">=1.37.29,<1.38.0"
botocore = ">=1.37.31,<1.38.0"
jmespath = ">=0.7.1,<2.0.0"
s3transfer = ">=0.11.0,<0.12.0"
@@ -514,13 +514,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
[[package]]
name = "botocore"
version = "1.37.29"
version = "1.37.31"
description = "Low-level, data-driven core of boto 3."
optional = true
python-versions = ">=3.8"
files = [
{file = "botocore-1.37.29-py3-none-any.whl", hash = "sha256:092c41e346df37a8d7cf60a799791f8225ad3a5ba7cda749047eb31d1440b9c5"},
{file = "botocore-1.37.29.tar.gz", hash = "sha256:728c1ef3b66a0f79bc08008a59f6fd6bef2a0a0195e5b3b9e9bef255df519890"},
{file = "botocore-1.37.31-py3-none-any.whl", hash = "sha256:598a33a7a0e5a014bd1416c999a0b9c634fbbba3d1363e2368e6a92da4544df4"},
{file = "botocore-1.37.31.tar.gz", hash = "sha256:eb3dfa44a87187bd82c3b493d568d8436270d4d000f237b49b669a01fcd8a21c"},
]
[package.dependencies]
@@ -548,6 +548,10 @@ files = [
{file = "Brotli-1.1.0-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:a37b8f0391212d29b3a91a799c8e4a2855e0576911cdfb2515487e30e322253d"},
{file = "Brotli-1.1.0-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:e84799f09591700a4154154cab9787452925578841a94321d5ee8fb9a9a328f0"},
{file = "Brotli-1.1.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:f66b5337fa213f1da0d9000bc8dc0cb5b896b726eefd9c6046f699b169c41b9e"},
{file = "Brotli-1.1.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:5dab0844f2cf82be357a0eb11a9087f70c5430b2c241493fc122bb6f2bb0917c"},
{file = "Brotli-1.1.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:e4fe605b917c70283db7dfe5ada75e04561479075761a0b3866c081d035b01c1"},
{file = "Brotli-1.1.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:1e9a65b5736232e7a7f91ff3d02277f11d339bf34099a56cdab6a8b3410a02b2"},
{file = "Brotli-1.1.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:58d4b711689366d4a03ac7957ab8c28890415e267f9b6589969e74b6e42225ec"},
{file = "Brotli-1.1.0-cp310-cp310-win32.whl", hash = "sha256:be36e3d172dc816333f33520154d708a2657ea63762ec16b62ece02ab5e4daf2"},
{file = "Brotli-1.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:0c6244521dda65ea562d5a69b9a26120769b7a9fb3db2fe9545935ed6735b128"},
{file = "Brotli-1.1.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:a3daabb76a78f829cafc365531c972016e4aa8d5b4bf60660ad8ecee19df7ccc"},
@@ -560,8 +564,14 @@ files = [
{file = "Brotli-1.1.0-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:19c116e796420b0cee3da1ccec3b764ed2952ccfcc298b55a10e5610ad7885f9"},
{file = "Brotli-1.1.0-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:510b5b1bfbe20e1a7b3baf5fed9e9451873559a976c1a78eebaa3b86c57b4265"},
{file = "Brotli-1.1.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:a1fd8a29719ccce974d523580987b7f8229aeace506952fa9ce1d53a033873c8"},
{file = "Brotli-1.1.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c247dd99d39e0338a604f8c2b3bc7061d5c2e9e2ac7ba9cc1be5a69cb6cd832f"},
{file = "Brotli-1.1.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:1b2c248cd517c222d89e74669a4adfa5577e06ab68771a529060cf5a156e9757"},
{file = "Brotli-1.1.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:2a24c50840d89ded6c9a8fdc7b6ed3692ed4e86f1c4a4a938e1e92def92933e0"},
{file = "Brotli-1.1.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:f31859074d57b4639318523d6ffdca586ace54271a73ad23ad021acd807eb14b"},
{file = "Brotli-1.1.0-cp311-cp311-win32.whl", hash = "sha256:39da8adedf6942d76dc3e46653e52df937a3c4d6d18fdc94a7c29d263b1f5b50"},
{file = "Brotli-1.1.0-cp311-cp311-win_amd64.whl", hash = "sha256:aac0411d20e345dc0920bdec5548e438e999ff68d77564d5e9463a7ca9d3e7b1"},
{file = "Brotli-1.1.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:32d95b80260d79926f5fab3c41701dbb818fde1c9da590e77e571eefd14abe28"},
{file = "Brotli-1.1.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:b760c65308ff1e462f65d69c12e4ae085cff3b332d894637f6273a12a482d09f"},
{file = "Brotli-1.1.0-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:316cc9b17edf613ac76b1f1f305d2a748f1b976b033b049a6ecdfd5612c70409"},
{file = "Brotli-1.1.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:caf9ee9a5775f3111642d33b86237b05808dafcd6268faa492250e9b78046eb2"},
{file = "Brotli-1.1.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:70051525001750221daa10907c77830bc889cb6d865cc0b813d9db7fefc21451"},
@@ -572,8 +582,24 @@ files = [
{file = "Brotli-1.1.0-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:4093c631e96fdd49e0377a9c167bfd75b6d0bad2ace734c6eb20b348bc3ea180"},
{file = "Brotli-1.1.0-cp312-cp312-musllinux_1_1_ppc64le.whl", hash = "sha256:7e4c4629ddad63006efa0ef968c8e4751c5868ff0b1c5c40f76524e894c50248"},
{file = "Brotli-1.1.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:861bf317735688269936f755fa136a99d1ed526883859f86e41a5d43c61d8966"},
{file = "Brotli-1.1.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:87a3044c3a35055527ac75e419dfa9f4f3667a1e887ee80360589eb8c90aabb9"},
{file = "Brotli-1.1.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:c5529b34c1c9d937168297f2c1fde7ebe9ebdd5e121297ff9c043bdb2ae3d6fb"},
{file = "Brotli-1.1.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:ca63e1890ede90b2e4454f9a65135a4d387a4585ff8282bb72964fab893f2111"},
{file = "Brotli-1.1.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:e79e6520141d792237c70bcd7a3b122d00f2613769ae0cb61c52e89fd3443839"},
{file = "Brotli-1.1.0-cp312-cp312-win32.whl", hash = "sha256:5f4d5ea15c9382135076d2fb28dde923352fe02951e66935a9efaac8f10e81b0"},
{file = "Brotli-1.1.0-cp312-cp312-win_amd64.whl", hash = "sha256:906bc3a79de8c4ae5b86d3d75a8b77e44404b0f4261714306e3ad248d8ab0951"},
{file = "Brotli-1.1.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:8bf32b98b75c13ec7cf774164172683d6e7891088f6316e54425fde1efc276d5"},
{file = "Brotli-1.1.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:7bc37c4d6b87fb1017ea28c9508b36bbcb0c3d18b4260fcdf08b200c74a6aee8"},
{file = "Brotli-1.1.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3c0ef38c7a7014ffac184db9e04debe495d317cc9c6fb10071f7fefd93100a4f"},
{file = "Brotli-1.1.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:91d7cc2a76b5567591d12c01f019dd7afce6ba8cba6571187e21e2fc418ae648"},
{file = "Brotli-1.1.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a93dde851926f4f2678e704fadeb39e16c35d8baebd5252c9fd94ce8ce68c4a0"},
{file = "Brotli-1.1.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f0db75f47be8b8abc8d9e31bc7aad0547ca26f24a54e6fd10231d623f183d089"},
{file = "Brotli-1.1.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6967ced6730aed543b8673008b5a391c3b1076d834ca438bbd70635c73775368"},
{file = "Brotli-1.1.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:7eedaa5d036d9336c95915035fb57422054014ebdeb6f3b42eac809928e40d0c"},
{file = "Brotli-1.1.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:d487f5432bf35b60ed625d7e1b448e2dc855422e87469e3f450aa5552b0eb284"},
{file = "Brotli-1.1.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:832436e59afb93e1836081a20f324cb185836c617659b07b129141a8426973c7"},
{file = "Brotli-1.1.0-cp313-cp313-win32.whl", hash = "sha256:43395e90523f9c23a3d5bdf004733246fba087f2948f87ab28015f12359ca6a0"},
{file = "Brotli-1.1.0-cp313-cp313-win_amd64.whl", hash = "sha256:9011560a466d2eb3f5a6e4929cf4a09be405c64154e12df0dd72713f6500e32b"},
{file = "Brotli-1.1.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:a090ca607cbb6a34b0391776f0cb48062081f5f60ddcce5d11838e67a01928d1"},
{file = "Brotli-1.1.0-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2de9d02f5bda03d27ede52e8cfe7b865b066fa49258cbab568720aa5be80a47d"},
{file = "Brotli-1.1.0-cp36-cp36m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2333e30a5e00fe0fe55903c8832e08ee9c3b1382aacf4db26664a16528d51b4b"},
@@ -583,6 +609,10 @@ files = [
{file = "Brotli-1.1.0-cp36-cp36m-musllinux_1_1_i686.whl", hash = "sha256:fd5f17ff8f14003595ab414e45fce13d073e0762394f957182e69035c9f3d7c2"},
{file = "Brotli-1.1.0-cp36-cp36m-musllinux_1_1_ppc64le.whl", hash = "sha256:069a121ac97412d1fe506da790b3e69f52254b9df4eb665cd42460c837193354"},
{file = "Brotli-1.1.0-cp36-cp36m-musllinux_1_1_x86_64.whl", hash = "sha256:e93dfc1a1165e385cc8239fab7c036fb2cd8093728cbd85097b284d7b99249a2"},
{file = "Brotli-1.1.0-cp36-cp36m-musllinux_1_2_aarch64.whl", hash = "sha256:aea440a510e14e818e67bfc4027880e2fb500c2ccb20ab21c7a7c8b5b4703d75"},
{file = "Brotli-1.1.0-cp36-cp36m-musllinux_1_2_i686.whl", hash = "sha256:6974f52a02321b36847cd19d1b8e381bf39939c21efd6ee2fc13a28b0d99348c"},
{file = "Brotli-1.1.0-cp36-cp36m-musllinux_1_2_ppc64le.whl", hash = "sha256:a7e53012d2853a07a4a79c00643832161a910674a893d296c9f1259859a289d2"},
{file = "Brotli-1.1.0-cp36-cp36m-musllinux_1_2_x86_64.whl", hash = "sha256:d7702622a8b40c49bffb46e1e3ba2e81268d5c04a34f460978c6b5517a34dd52"},
{file = "Brotli-1.1.0-cp36-cp36m-win32.whl", hash = "sha256:a599669fd7c47233438a56936988a2478685e74854088ef5293802123b5b2460"},
{file = "Brotli-1.1.0-cp36-cp36m-win_amd64.whl", hash = "sha256:d143fd47fad1db3d7c27a1b1d66162e855b5d50a89666af46e1679c496e8e579"},
{file = "Brotli-1.1.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:11d00ed0a83fa22d29bc6b64ef636c4552ebafcef57154b4ddd132f5638fbd1c"},
@@ -594,6 +624,10 @@ files = [
{file = "Brotli-1.1.0-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:919e32f147ae93a09fe064d77d5ebf4e35502a8df75c29fb05788528e330fe74"},
{file = "Brotli-1.1.0-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:23032ae55523cc7bccb4f6a0bf368cd25ad9bcdcc1990b64a647e7bbcce9cb5b"},
{file = "Brotli-1.1.0-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:224e57f6eac61cc449f498cc5f0e1725ba2071a3d4f48d5d9dffba42db196438"},
{file = "Brotli-1.1.0-cp37-cp37m-musllinux_1_2_aarch64.whl", hash = "sha256:cb1dac1770878ade83f2ccdf7d25e494f05c9165f5246b46a621cc849341dc01"},
{file = "Brotli-1.1.0-cp37-cp37m-musllinux_1_2_i686.whl", hash = "sha256:3ee8a80d67a4334482d9712b8e83ca6b1d9bc7e351931252ebef5d8f7335a547"},
{file = "Brotli-1.1.0-cp37-cp37m-musllinux_1_2_ppc64le.whl", hash = "sha256:5e55da2c8724191e5b557f8e18943b1b4839b8efc3ef60d65985bcf6f587dd38"},
{file = "Brotli-1.1.0-cp37-cp37m-musllinux_1_2_x86_64.whl", hash = "sha256:d342778ef319e1026af243ed0a07c97acf3bad33b9f29e7ae6a1f68fd083e90c"},
{file = "Brotli-1.1.0-cp37-cp37m-win32.whl", hash = "sha256:587ca6d3cef6e4e868102672d3bd9dc9698c309ba56d41c2b9c85bbb903cdb95"},
{file = "Brotli-1.1.0-cp37-cp37m-win_amd64.whl", hash = "sha256:2954c1c23f81c2eaf0b0717d9380bd348578a94161a65b3a2afc62c86467dd68"},
{file = "Brotli-1.1.0-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:efa8b278894b14d6da122a72fefcebc28445f2d3f880ac59d46c90f4c13be9a3"},
@@ -606,6 +640,10 @@ files = [
{file = "Brotli-1.1.0-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:1ab4fbee0b2d9098c74f3057b2bc055a8bd92ccf02f65944a241b4349229185a"},
{file = "Brotli-1.1.0-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:141bd4d93984070e097521ed07e2575b46f817d08f9fa42b16b9b5f27b5ac088"},
{file = "Brotli-1.1.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:fce1473f3ccc4187f75b4690cfc922628aed4d3dd013d047f95a9b3919a86596"},
{file = "Brotli-1.1.0-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:d2b35ca2c7f81d173d2fadc2f4f31e88cc5f7a39ae5b6db5513cf3383b0e0ec7"},
{file = "Brotli-1.1.0-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:af6fa6817889314555aede9a919612b23739395ce767fe7fcbea9a80bf140fe5"},
{file = "Brotli-1.1.0-cp38-cp38-musllinux_1_2_ppc64le.whl", hash = "sha256:2feb1d960f760a575dbc5ab3b1c00504b24caaf6986e2dc2b01c09c87866a943"},
{file = "Brotli-1.1.0-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:4410f84b33374409552ac9b6903507cdb31cd30d2501fc5ca13d18f73548444a"},
{file = "Brotli-1.1.0-cp38-cp38-win32.whl", hash = "sha256:db85ecf4e609a48f4b29055f1e144231b90edc90af7481aa731ba2d059226b1b"},
{file = "Brotli-1.1.0-cp38-cp38-win_amd64.whl", hash = "sha256:3d7954194c36e304e1523f55d7042c59dc53ec20dd4e9ea9d151f1b62b4415c0"},
{file = "Brotli-1.1.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:5fb2ce4b8045c78ebbc7b8f3c15062e435d47e7393cc57c25115cfd49883747a"},
@@ -618,6 +656,10 @@ files = [
{file = "Brotli-1.1.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:949f3b7c29912693cee0afcf09acd6ebc04c57af949d9bf77d6101ebb61e388c"},
{file = "Brotli-1.1.0-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:89f4988c7203739d48c6f806f1e87a1d96e0806d44f0fba61dba81392c9e474d"},
{file = "Brotli-1.1.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:de6551e370ef19f8de1807d0a9aa2cdfdce2e85ce88b122fe9f6b2b076837e59"},
{file = "Brotli-1.1.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:0737ddb3068957cf1b054899b0883830bb1fec522ec76b1098f9b6e0f02d9419"},
{file = "Brotli-1.1.0-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:4f3607b129417e111e30637af1b56f24f7a49e64763253bbc275c75fa887d4b2"},
{file = "Brotli-1.1.0-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:6c6e0c425f22c1c719c42670d561ad682f7bfeeef918edea971a79ac5252437f"},
{file = "Brotli-1.1.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:494994f807ba0b92092a163a0a283961369a65f6cbe01e8891132b7a320e61eb"},
{file = "Brotli-1.1.0-cp39-cp39-win32.whl", hash = "sha256:f0d8a7a6b5983c2496e364b969f0e526647a06b075d034f3297dc66f3b360c64"},
{file = "Brotli-1.1.0-cp39-cp39-win_amd64.whl", hash = "sha256:cdad5b9014d83ca68c25d2e9444e28e967ef16e80f6b436918c700c117a85467"},
{file = "Brotli-1.1.0.tar.gz", hash = "sha256:81de08ac11bcb85841e440c13611c00b67d3bf82698314928d0b676362546724"},
@@ -1041,9 +1083,9 @@ isort = ">=4.3.21,<6.0"
jinja2 = ">=2.10.1,<4.0"
packaging = "*"
pydantic = [
{version = ">=1.10.0,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.4.0 || >2.4.0,<3.0", extras = ["email"], markers = "python_version >= \"3.12\" and python_version < \"4.0\""},
{version = ">=1.10.0,<2.4.0 || >2.4.0,<3.0", extras = ["email"], markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
{version = ">=1.9.0,<2.4.0 || >2.4.0,<3.0", extras = ["email"], markers = "python_version >= \"3.10\" and python_version < \"3.11\""},
{version = ">=1.10.0,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.4.0 || >2.4.0,<3.0", extras = ["email"], markers = "python_version >= \"3.12\" and python_version < \"4.0\""},
]
pyyaml = ">=6.0.1"
toml = {version = ">=0.10.0,<1.0.0", markers = "python_version < \"3.11\""}
@@ -1758,13 +1800,13 @@ requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
[[package]]
name = "google-genai"
version = "1.9.0"
version = "1.10.0"
description = "GenAI Python SDK"
optional = true
python-versions = ">=3.9"
files = [
{file = "google_genai-1.9.0-py3-none-any.whl", hash = "sha256:2140f72e6e5b89d8105fa70ae551c699b5e39492ca5f95053e1f7e99ecbdbd35"},
{file = "google_genai-1.9.0.tar.gz", hash = "sha256:eda833dcef2e3b9a05bff96ff4e0066740988199bcee0b2480cfce9909b18a26"},
{file = "google_genai-1.10.0-py3-none-any.whl", hash = "sha256:41b105a2fcf8a027fc45cc16694cd559b8cd1272eab7345ad58cfa2c353bf34f"},
{file = "google_genai-1.10.0.tar.gz", hash = "sha256:f59423e0f155dc66b7792c8a0e6724c75c72dc699d1eb7907d4d0006d4f6186f"},
]
[package.dependencies]
@@ -2729,13 +2771,13 @@ types-requests = ">=2.31.0.2,<3.0.0.0"
[[package]]
name = "langsmith"
version = "0.3.27"
version = "0.3.28"
description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
optional = false
python-versions = "<4.0,>=3.9"
files = [
{file = "langsmith-0.3.27-py3-none-any.whl", hash = "sha256:060956aaed5f391a85829daa0c220b5e07b2e7dd5d33be4b92f280672be984f7"},
{file = "langsmith-0.3.27.tar.gz", hash = "sha256:0bdeda73cf723cbcde1cab0f3459f7e5d5748db28a33bf9f6bdc0e2f4fe0ee1e"},
{file = "langsmith-0.3.28-py3-none-any.whl", hash = "sha256:54ac8815514af52d9c801ad7970086693667e266bf1db90fc453c1759e8407cd"},
{file = "langsmith-0.3.28.tar.gz", hash = "sha256:4666595207131d7f8d83418e54dc86c05e28562e5c997633e7c33fc18f9aeb89"},
]
[package.dependencies]
@@ -2758,13 +2800,13 @@ pytest = ["pytest (>=7.0.0)", "rich (>=13.9.4,<14.0.0)"]
[[package]]
name = "letta-client"
version = "0.1.100"
version = "0.1.105"
description = ""
optional = false
python-versions = "<4.0,>=3.8"
files = [
{file = "letta_client-0.1.100-py3-none-any.whl", hash = "sha256:711683cfbfa8b134e0a71b31a8692574f490efa96a3cbc04cf103d4921be3383"},
{file = "letta_client-0.1.100.tar.gz", hash = "sha256:8d4e04da71528f43e0e9037dfa53287b65bbad7ebd0fac8dc2ab874099d0adcc"},
{file = "letta_client-0.1.105-py3-none-any.whl", hash = "sha256:d39792603d34725f2cd8dd7b9b0431ff535a4c4be1ddf697a194e9fced5f329b"},
{file = "letta_client-0.1.105.tar.gz", hash = "sha256:b694187d3908357cfd89c986070aea14a25504139c7325678e8dc86a74d8814f"},
]
[package.dependencies]
@@ -2776,13 +2818,13 @@ typing_extensions = ">=4.0.0"
[[package]]
name = "llama-cloud"
version = "0.1.17"
version = "0.1.18"
description = ""
optional = false
python-versions = "<4,>=3.8"
files = [
{file = "llama_cloud-0.1.17-py3-none-any.whl", hash = "sha256:4c13267c23d336227176d33ef9cd091f77aded4e1c9c6e7031a3b0ecfe7d5c8d"},
{file = "llama_cloud-0.1.17.tar.gz", hash = "sha256:f351fa0f1f5b6b9bce650eda78fc84511ba72c09bdafd4525fde6b7a4aac20f3"},
{file = "llama_cloud-0.1.18-py3-none-any.whl", hash = "sha256:5842722a0c3033afa930b4a50d43e6f1e77ff1dab12383a769dc51a15fb87c9b"},
{file = "llama_cloud-0.1.18.tar.gz", hash = "sha256:65cb88b1cb1a3a0e63e4438e8c8a2e6013dfdafbb4201d274c0459e5d04fb328"},
]
[package.dependencies]
@@ -2792,18 +2834,18 @@ pydantic = ">=1.10"
[[package]]
name = "llama-cloud-services"
version = "0.6.9"
version = "0.6.10"
description = "Tailored SDK clients for LlamaCloud services."
optional = false
python-versions = "<4.0,>=3.9"
files = [
{file = "llama_cloud_services-0.6.9-py3-none-any.whl", hash = "sha256:fd3705b471a72bb31f3f20e4d4131b81f7e0ddae0c044197660a4741347ef2c4"},
{file = "llama_cloud_services-0.6.9.tar.gz", hash = "sha256:aa3ba309f64723abd30b8fbb2dd99349d616cc79e09e37c52e10a69e84fe8d48"},
{file = "llama_cloud_services-0.6.10-py3-none-any.whl", hash = "sha256:61d13ace89c6090274c118dfdb2a8d5d098ef39a4c0a58907cc255bc4c41a1ac"},
{file = "llama_cloud_services-0.6.10.tar.gz", hash = "sha256:86efc70546963ca0893da46effdcdd16d6c787b5412cbf26de17ce5750e8050f"},
]
[package.dependencies]
click = ">=8.1.7,<9.0.0"
llama-cloud = ">=0.1.17,<0.2.0"
llama-cloud = ">=0.1.18,<0.2.0"
llama-index-core = ">=0.11.0"
platformdirs = ">=4.3.7,<5.0.0"
pydantic = "!=2.10"
@@ -2811,19 +2853,19 @@ python-dotenv = ">=1.0.1,<2.0.0"
[[package]]
name = "llama-index"
version = "0.12.28"
version = "0.12.29"
description = "Interface between LLMs and your data"
optional = false
python-versions = "<4.0,>=3.9"
files = [
{file = "llama_index-0.12.28-py3-none-any.whl", hash = "sha256:e5e422a54cf4a7ee38a2c4ffacbd0c34a33bd57df993dad1213544e47b8fffec"},
{file = "llama_index-0.12.28.tar.gz", hash = "sha256:11f2e4bd25a9b9e2a6a0ff326b4336af10a62433d1b13ec1831debcff31a1ac8"},
{file = "llama_index-0.12.29-py3-none-any.whl", hash = "sha256:fc581374417a1ce787fc8580247dc3d36ef3c670a18ee77282662c17b72e380e"},
{file = "llama_index-0.12.29.tar.gz", hash = "sha256:2a07e1509550638964daab7ddd8f7c6a282a72c17bab60930f5a1059dd3caeac"},
]
[package.dependencies]
llama-index-agent-openai = ">=0.4.0,<0.5.0"
llama-index-cli = ">=0.4.1,<0.5.0"
llama-index-core = ">=0.12.28,<0.13.0"
llama-index-core = ">=0.12.29,<0.13.0"
llama-index-embeddings-openai = ">=0.3.0,<0.4.0"
llama-index-indices-managed-llama-cloud = ">=0.4.0"
llama-index-llms-openai = ">=0.3.0,<0.4.0"
@@ -2868,13 +2910,13 @@ llama-index-llms-openai = ">=0.3.0,<0.4.0"
[[package]]
name = "llama-index-core"
version = "0.12.28"
version = "0.12.30"
description = "Interface between LLMs and your data"
optional = false
python-versions = "<4.0,>=3.9"
files = [
{file = "llama_index_core-0.12.28-py3-none-any.whl", hash = "sha256:9bd24224bd57dd5e97bb0a2550f31f6c08b7dc396305f35bbe9714d17b1409a6"},
{file = "llama_index_core-0.12.28.tar.gz", hash = "sha256:bf4a9697525e1294855d2df5c3a56b9720c185cde0eae2da713e7629c456c643"},
{file = "llama_index_core-0.12.30-py3-none-any.whl", hash = "sha256:6e0b33158de52108debe66528adb84adb626aed5c6c7762874fb7a799d8c48a9"},
{file = "llama_index_core-0.12.30.tar.gz", hash = "sha256:dfbed9cdba18358750ad3895cd97fa1ea0dd0b856bbd623a4904ac61641e2765"},
]
[package.dependencies]
@@ -2934,13 +2976,13 @@ llama-index-core = ">=0.12.0,<0.13.0"
[[package]]
name = "llama-index-llms-openai"
version = "0.3.30"
version = "0.3.33"
description = "llama-index llms openai integration"
optional = false
python-versions = "<4.0,>=3.9"
files = [
{file = "llama_index_llms_openai-0.3.30-py3-none-any.whl", hash = "sha256:91c9ab04d6e93080ca3321094a03685d79049f640cd906d8a526607e4487bfdc"},
{file = "llama_index_llms_openai-0.3.30.tar.gz", hash = "sha256:5b03674d5a6f979439cc4597ae1bf12c0e48386a5d5e1b920d3311244bc136bc"},
{file = "llama_index_llms_openai-0.3.33-py3-none-any.whl", hash = "sha256:d76eab8658d905514b2fa3de7702e47aecd9dbd70d34a0faac39e1ed50c116a5"},
{file = "llama_index_llms_openai-0.3.33.tar.gz", hash = "sha256:112942ca221c2233ed2cf995fdaf0865f2b7f9295d9b01c5a7fcaef373c1ac87"},
]
[package.dependencies]
@@ -3032,27 +3074,27 @@ llama-parse = ">=0.5.0"
[[package]]
name = "llama-parse"
version = "0.6.4.post1"
version = "0.6.9"
description = "Parse files into RAG-Optimized formats."
optional = false
python-versions = "<4.0,>=3.9"
files = [
{file = "llama_parse-0.6.4.post1-py3-none-any.whl", hash = "sha256:fdc7adb87283c2f952c830d9057c156a1349c1e6e04444d7466e732903fbc150"},
{file = "llama_parse-0.6.4.post1.tar.gz", hash = "sha256:846d9959f4e034f8d9681dd1f003d42f8d7dc028d394ab04867b59046b4390d6"},
{file = "llama_parse-0.6.9-py3-none-any.whl", hash = "sha256:fb40d3ab8d6c03bdcde66cc897d72412242f6f7a3a0b991907038fb47e554d8e"},
{file = "llama_parse-0.6.9.tar.gz", hash = "sha256:37016bee67be8c9377ddf00afae0054903e934e54db7406ba3a422b7e9ad8259"},
]
[package.dependencies]
llama-cloud-services = ">=0.6.4"
llama-cloud-services = ">=0.6.9"
[[package]]
name = "locust"
version = "2.34.0"
version = "2.34.1"
description = "Developer-friendly load testing framework"
optional = true
python-versions = ">=3.9"
python-versions = ">=3.10"
files = [
{file = "locust-2.34.0-py3-none-any.whl", hash = "sha256:9e9af1bab52ded67a9f0fac2ac039be18084f7e7473e3f95d04781391db854b8"},
{file = "locust-2.34.0.tar.gz", hash = "sha256:8761a60b1ee7af0606fb0d5ce4cbee7c8c1d2dcc1cb17215c8c994799c5f1ac6"},
{file = "locust-2.34.1-py3-none-any.whl", hash = "sha256:487bfadd584e3320f9862adf5aa1cfa1023e030a6af414f4e0a92e62617ce451"},
{file = "locust-2.34.1.tar.gz", hash = "sha256:184a6ffcb0d6c543bbeae4de65cbb198c7e0739d569d48a2b8bf5db962077733"},
]
[package.dependencies]
@@ -3067,8 +3109,8 @@ psutil = ">=5.9.1"
pywin32 = {version = "*", markers = "sys_platform == \"win32\""}
pyzmq = ">=25.0.0"
requests = [
{version = ">=2.32.2", markers = "python_version > \"3.11\""},
{version = ">=2.26.0", markers = "python_version <= \"3.11\""},
{version = ">=2.32.2", markers = "python_version > \"3.11\""},
]
setuptools = ">=70.0.0"
tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
@@ -3077,13 +3119,13 @@ werkzeug = ">=2.0.0"
[[package]]
name = "mako"
version = "1.3.9"
version = "1.3.10"
description = "A super-fast templating language that borrows the best ideas from the existing templating languages."
optional = false
python-versions = ">=3.8"
files = [
{file = "Mako-1.3.9-py3-none-any.whl", hash = "sha256:95920acccb578427a9aa38e37a186b1e43156c87260d7ba18ca63aa4c7cbd3a1"},
{file = "mako-1.3.9.tar.gz", hash = "sha256:b5d65ff3462870feec922dbccf38f6efb44e5714d7b593a656be86663d8600ac"},
{file = "mako-1.3.10-py3-none-any.whl", hash = "sha256:baef24a52fc4fc514a0887ac600f9f1cff3d82c61d4d700a1fa84d597b88db59"},
{file = "mako-1.3.10.tar.gz", hash = "sha256:99579a6f39583fa7e5630a28c3c1f440e4e97a414b80372649c0ce338da2ea28"},
]
[package.dependencies]
@@ -3209,13 +3251,13 @@ tests = ["pytest", "simplejson"]
[[package]]
name = "marshmallow-sqlalchemy"
version = "1.4.1"
version = "1.4.2"
description = "SQLAlchemy integration with the marshmallow (de)serialization library"
optional = false
python-versions = ">=3.9"
files = [
{file = "marshmallow_sqlalchemy-1.4.1-py3-none-any.whl", hash = "sha256:9a3dd88a2b24f425fbffb3fea8aeb7f424a932fc97372a9f1338b7a379396191"},
{file = "marshmallow_sqlalchemy-1.4.1.tar.gz", hash = "sha256:b4aa964356d00e178bdb8469a28daa9022b375ff4f5c04f8e2b9aafe1e65c529"},
{file = "marshmallow_sqlalchemy-1.4.2-py3-none-any.whl", hash = "sha256:65aee301c4601e76a2fdb02764a65c18913afba2a3506a326c625d13ab405b40"},
{file = "marshmallow_sqlalchemy-1.4.2.tar.gz", hash = "sha256:6410304bf98ec26ea35f3f9d3cee82e51fd093c434612add32a0bdcdb5668f7c"},
]
[package.dependencies]
@@ -3224,7 +3266,7 @@ SQLAlchemy = ">=1.4.40,<3.0"
[package.extras]
dev = ["marshmallow-sqlalchemy[tests]", "pre-commit (>=3.5,<5.0)", "tox"]
docs = ["furo (==2024.8.6)", "sphinx (==8.1.3)", "sphinx-copybutton (==0.5.2)", "sphinx-design (==0.6.1)", "sphinx-issues (==5.0.0)", "sphinxext-opengraph (==0.9.1)"]
docs = ["furo (==2024.8.6)", "sphinx (==8.2.3)", "sphinx-copybutton (==0.5.2)", "sphinx-design (==0.6.1)", "sphinx-issues (==5.0.0)", "sphinxext-opengraph (==0.10.0)"]
tests = ["pytest (<9)", "pytest-lazy-fixtures"]
[[package]]
@@ -3353,103 +3395,115 @@ files = [
[[package]]
name = "multidict"
version = "6.3.2"
version = "6.4.2"
description = "multidict implementation"
optional = false
python-versions = ">=3.9"
files = [
{file = "multidict-6.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:8b3dc0eec9304fa04d84a51ea13b0ec170bace5b7ddeaac748149efd316f1504"},
{file = "multidict-6.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9534f3d84addd3b6018fa83f97c9d4247aaa94ac917d1ed7b2523306f99f5c16"},
{file = "multidict-6.3.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a003ce1413ae01f0b8789c1c987991346a94620a4d22210f7a8fe753646d3209"},
{file = "multidict-6.3.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5b43f7384e68b1b982c99f489921a459467b5584bdb963b25e0df57c9039d0ad"},
{file = "multidict-6.3.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d142ae84047262dc75c1f92eaf95b20680f85ce11d35571b4c97e267f96fadc4"},
{file = "multidict-6.3.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ec7e86fbc48aa1d6d686501a8547818ba8d645e7e40eaa98232a5d43ee4380ad"},
{file = "multidict-6.3.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fe019fb437632b016e6cac67a7e964f1ef827ef4023f1ca0227b54be354da97e"},
{file = "multidict-6.3.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2b60cb81214a9da7cfd8ae2853d5e6e47225ece55fe5833142fe0af321c35299"},
{file = "multidict-6.3.2-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:32d9e8ef2e0312d4e96ca9adc88e0675b6d8e144349efce4a7c95d5ccb6d88e0"},
{file = "multidict-6.3.2-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:335d584312e3fa43633d63175dfc1a5f137dd7aa03d38d1310237d54c3032774"},
{file = "multidict-6.3.2-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:b8df917faa6b8cac3d6870fc21cb7e4d169faca68e43ffe568c156c9c6408a4d"},
{file = "multidict-6.3.2-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:cc060b9b89b701dd8fedef5b99e1f1002b8cb95072693233a63389d37e48212d"},
{file = "multidict-6.3.2-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:f2ce3be2500658f3c644494b934628bb0c82e549dde250d2119689ce791cc8b8"},
{file = "multidict-6.3.2-cp310-cp310-win32.whl", hash = "sha256:dbcb4490d8e74b484449abd51751b8f560dd0a4812eb5dacc6a588498222a9ab"},
{file = "multidict-6.3.2-cp310-cp310-win_amd64.whl", hash = "sha256:06944f9ced30f8602be873563ed4df7e3f40958f60b2db39732c11d615a33687"},
{file = "multidict-6.3.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:45a034f41fcd16968c0470d8912d293d7b0d0822fc25739c5c2ff7835b85bc56"},
{file = "multidict-6.3.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:352585cec45f5d83d886fc522955492bb436fca032b11d487b12d31c5a81b9e3"},
{file = "multidict-6.3.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:da9d89d293511fd0a83a90559dc131f8b3292b6975eb80feff19e5f4663647e2"},
{file = "multidict-6.3.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:79fa716592224aa652b9347a586cfe018635229074565663894eb4eb21f8307f"},
{file = "multidict-6.3.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0326278a44c56e94792475268e5cd3d47fbc0bd41ee56928c3bbb103ba7f58fe"},
{file = "multidict-6.3.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:bb1ea87f7fe45e5079f6315e95d64d4ca8b43ef656d98bed63a02e3756853a22"},
{file = "multidict-6.3.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7cff3c5a98d037024a9065aafc621a8599fad7b423393685dc83cf7a32f8b691"},
{file = "multidict-6.3.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ed99834b053c655d980fb98029003cb24281e47a796052faad4543aa9e01b8e8"},
{file = "multidict-6.3.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:7048440e505d2b4741e5d0b32bd2f427c901f38c7760fc245918be2cf69b3b85"},
{file = "multidict-6.3.2-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:27248c27b563f5889556da8a96e18e98a56ff807ac1a7d56cf4453c2c9e4cd91"},
{file = "multidict-6.3.2-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:6323b4ba0e018bd266f776c35f3f0943fc4ee77e481593c9f93bd49888f24e94"},
{file = "multidict-6.3.2-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:81f7ce5ec7c27d0b45c10449c8f0fed192b93251e2e98cb0b21fec779ef1dc4d"},
{file = "multidict-6.3.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:03bfcf2825b3bed0ba08a9d854acd18b938cab0d2dba3372b51c78e496bac811"},
{file = "multidict-6.3.2-cp311-cp311-win32.whl", hash = "sha256:f32c2790512cae6ca886920e58cdc8c784bdc4bb2a5ec74127c71980369d18dc"},
{file = "multidict-6.3.2-cp311-cp311-win_amd64.whl", hash = "sha256:0b0c15e58e038a2cd75ef7cf7e072bc39b5e0488b165902efb27978984bbad70"},
{file = "multidict-6.3.2-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:d1e0ba1ce1b8cc79117196642d95f4365e118eaf5fb85f57cdbcc5a25640b2a4"},
{file = "multidict-6.3.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:029bbd7d782251a78975214b78ee632672310f9233d49531fc93e8e99154af25"},
{file = "multidict-6.3.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:d7db41e3b56817d9175264e5fe00192fbcb8e1265307a59f53dede86161b150e"},
{file = "multidict-6.3.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1fcab18e65cc555ac29981a581518c23311f2b1e72d8f658f9891590465383be"},
{file = "multidict-6.3.2-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0d50eff89aa4d145a5486b171a2177042d08ea5105f813027eb1050abe91839f"},
{file = "multidict-6.3.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:643e57b403d3e240045a3681f9e6a04d35a33eddc501b4cbbbdbc9c70122e7bc"},
{file = "multidict-6.3.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9d17b37b9715b30605b5bab1460569742d0c309e5c20079263b440f5d7746e7e"},
{file = "multidict-6.3.2-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:68acd51fa94e63312b8ddf84bfc9c3d3442fe1f9988bbe1b6c703043af8867fe"},
{file = "multidict-6.3.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:347eea2852ab7f697cc5ed9b1aae96b08f8529cca0c6468f747f0781b1842898"},
{file = "multidict-6.3.2-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:e4d3f8e57027dcda84a1aa181501c15c45eab9566eb6fcc274cbd1e7561224f8"},
{file = "multidict-6.3.2-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:9ca57a841ffcf712e47875d026aa49d6e67f9560624d54b51628603700d5d287"},
{file = "multidict-6.3.2-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:7cafdafb44c4e646118410368307693e49d19167e5f119cbe3a88697d2d1a636"},
{file = "multidict-6.3.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:430120c6ce3715a9c6075cabcee557daccbcca8ba25a9fedf05c7bf564532f2d"},
{file = "multidict-6.3.2-cp312-cp312-win32.whl", hash = "sha256:13bec31375235a68457ab887ce1bbf4f59d5810d838ae5d7e5b416242e1f3ed4"},
{file = "multidict-6.3.2-cp312-cp312-win_amd64.whl", hash = "sha256:c3b6d7620e6e90c6d97eaf3a63bf7fbd2ba253aab89120a4a9c660bf2d675391"},
{file = "multidict-6.3.2-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:b9ca24700322816ae0d426aa33671cf68242f8cc85cee0d0e936465ddaee90b5"},
{file = "multidict-6.3.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:d9fbbe23667d596ff4f9f74d44b06e40ebb0ab6b262cf14a284f859a66f86457"},
{file = "multidict-6.3.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:9cb602c5bea0589570ad3a4a6f2649c4f13cc7a1e97b4c616e5e9ff8dc490987"},
{file = "multidict-6.3.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:93ca81dd4d1542e20000ed90f4cc84b7713776f620d04c2b75b8efbe61106c99"},
{file = "multidict-6.3.2-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:18b6310b5454c62242577a128c87df8897f39dd913311cf2e1298e47dfc089eb"},
{file = "multidict-6.3.2-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7a6dda57de1fc9aedfdb600a8640c99385cdab59a5716cb714b52b6005797f77"},
{file = "multidict-6.3.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5d8ec42d03cc6b29845552a68151f9e623c541f1708328353220af571e24a247"},
{file = "multidict-6.3.2-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:80681969cee2fa84dafeb53615d51d24246849984e3e87fbe4fe39956f2e23bf"},
{file = "multidict-6.3.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:01489b0c3592bb9d238e5690e9566db7f77a5380f054b57077d2c4deeaade0eb"},
{file = "multidict-6.3.2-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:522d9f1fd995d04dfedc0a40bca7e2591bc577d920079df50b56245a4a252c1c"},
{file = "multidict-6.3.2-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:2014e9cf0b4e9c75bbad49c1758e5a9bf967a56184fc5fcc51527425baf5abba"},
{file = "multidict-6.3.2-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:78ced9fcbee79e446ff4bb3018ac7ba1670703de7873d9c1f6f9883db53c71bc"},
{file = "multidict-6.3.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:1faf01af972bd01216a107c195f5294f9f393531bc3e4faddc9b333581255d4d"},
{file = "multidict-6.3.2-cp313-cp313-win32.whl", hash = "sha256:7a699ab13d8d8e1f885de1535b4f477fb93836c87168318244c2685da7b7f655"},
{file = "multidict-6.3.2-cp313-cp313-win_amd64.whl", hash = "sha256:8666bb0d883310c83be01676e302587834dfd185b52758caeab32ef0eb387bc6"},
{file = "multidict-6.3.2-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:d82c95aabee29612b1c4f48b98be98181686eb7d6c0152301f72715705cc787b"},
{file = "multidict-6.3.2-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:f47709173ea9e87a7fd05cd7e5cf1e5d4158924ff988a9a8e0fbd853705f0e68"},
{file = "multidict-6.3.2-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:0c7f9d0276ceaab41b8ae78534ff28ea33d5de85db551cbf80c44371f2b55d13"},
{file = "multidict-6.3.2-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a6eab22df44a25acab2e738f882f5ec551282ab45b2bbda5301e6d2cfb323036"},
{file = "multidict-6.3.2-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a947cb7c657f57874021b9b70c7aac049c877fb576955a40afa8df71d01a1390"},
{file = "multidict-6.3.2-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5faa346e8e1c371187cf345ab1e02a75889f9f510c9cbc575c31b779f7df084d"},
{file = "multidict-6.3.2-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dc6e08d977aebf1718540533b4ba5b351ccec2db093370958a653b1f7f9219cc"},
{file = "multidict-6.3.2-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:98eab7acf55275b5bf09834125fa3a80b143a9f241cdcdd3f1295ffdc3c6d097"},
{file = "multidict-6.3.2-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:36863655630becc224375c0b99364978a0f95aebfb27fb6dd500f7fb5fb36e79"},
{file = "multidict-6.3.2-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:d9c0979c096c0d46a963331b0e400d3a9e560e41219df4b35f0d7a2f28f39710"},
{file = "multidict-6.3.2-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:0efc04f70f05e70e5945890767e8874da5953a196f5b07c552d305afae0f3bf6"},
{file = "multidict-6.3.2-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:2c519b3b82c34539fae3e22e4ea965869ac6b628794b1eb487780dde37637ab7"},
{file = "multidict-6.3.2-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:329160e301f2afd7b43725d3dda8a7ef8ee41d4ceac2083fc0d8c1cc8a4bd56b"},
{file = "multidict-6.3.2-cp313-cp313t-win32.whl", hash = "sha256:420e5144a5f598dad8db3128f1695cd42a38a0026c2991091dab91697832f8cc"},
{file = "multidict-6.3.2-cp313-cp313t-win_amd64.whl", hash = "sha256:875faded2861c7af2682c67088e6313fec35ede811e071c96d36b081873cea14"},
{file = "multidict-6.3.2-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:2516c5eb5732d6c4e29fa93323bfdc55186895124bc569e2404e3820934be378"},
{file = "multidict-6.3.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:be5c8622e665cc5491c13c0fcd52915cdbae991a3514251d71129691338cdfb2"},
{file = "multidict-6.3.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:3ef33150eea7953cfdb571d862cff894e0ad97ab80d97731eb4b9328fc32d52b"},
{file = "multidict-6.3.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:40b357738ce46e998f1b1bad9c4b79b2a9755915f71b87a8c01ce123a22a4f99"},
{file = "multidict-6.3.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:27c60e059fcd3655a653ba99fec2556cd0260ec57f9cb138d3e6ffc413638a2e"},
{file = "multidict-6.3.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:629e7c5e75bde83e54a22c7043ce89d68691d1f103be6d09a1c82b870df3b4b8"},
{file = "multidict-6.3.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ee6c8fc97d893fdf1fff15a619fee8de2f31c9b289ef7594730e35074fa0cefb"},
{file = "multidict-6.3.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:52081d2f27e0652265d4637b03f09b82f6da5ce5e1474f07dc64674ff8bfc04c"},
{file = "multidict-6.3.2-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:64529dc395b5fd0a7826ffa70d2d9a7f4abd8f5333d6aaaba67fdf7bedde9f21"},
{file = "multidict-6.3.2-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:2b7c3fad827770840f5399348c89635ed6d6e9bba363baad7d3c7f86a9cf1da3"},
{file = "multidict-6.3.2-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:24aa42b1651c654ae9e5273e06c3b7ccffe9f7cc76fbde40c37e9ae65f170818"},
{file = "multidict-6.3.2-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:04ceea01e9991357164b12882e120ce6b4d63a0424bb9f9cd37910aa56d30830"},
{file = "multidict-6.3.2-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:943897a41160945416617db567d867ab34e9258adaffc56a25a4c3f99d919598"},
{file = "multidict-6.3.2-cp39-cp39-win32.whl", hash = "sha256:76157a9a0c5380aadd3b5ff7b8deee355ff5adecc66c837b444fa633b4d409a2"},
{file = "multidict-6.3.2-cp39-cp39-win_amd64.whl", hash = "sha256:d091d123e44035cd5664554308477aff0b58db37e701e7598a67e907b98d1925"},
{file = "multidict-6.3.2-py3-none-any.whl", hash = "sha256:71409d4579f716217f23be2f5e7afca5ca926aaeb398aa11b72d793bff637a1f"},
{file = "multidict-6.3.2.tar.gz", hash = "sha256:c1035eea471f759fa853dd6e76aaa1e389f93b3e1403093fa0fd3ab4db490678"},
{file = "multidict-6.4.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:48f775443154d99e1b1c727ea20137ddc1e4b29448a9b24875b2a348cc143b85"},
{file = "multidict-6.4.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3d17d8b2d4643d4f59629758b0dd229cda61e2319f81b470aa4a99717081ba0c"},
{file = "multidict-6.4.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:cf95ac57b44b6fb46a0151641b9905bbad27783314abc4f4b0b0a82f26b06b07"},
{file = "multidict-6.4.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5055e039ebfc6e4589115717c4a6d1dd2f195327b8d5a3e21a68f374d79dbed9"},
{file = "multidict-6.4.2-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:f290e4eebf7764f8327a4bc6a459f09ca9a041cf7349bacfbb252da9feb0d37c"},
{file = "multidict-6.4.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4660b75286c11b8f38c90b98ccf7541b7030dbec32b28f05031f8abebf7fc0e5"},
{file = "multidict-6.4.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:58f74a195b99189c9f7e2bc83cc95fcf169a43a63c5c8cad63c4027bf3233118"},
{file = "multidict-6.4.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4a0ba21b315113d39f7aa3ca4eb804f7984dab33c42ea14d07d790a640f81e77"},
{file = "multidict-6.4.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:64fccd2fa3cfd49c442c4995d58189e578560705b9b632faad8ffd9aaa390007"},
{file = "multidict-6.4.2-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:fb8b1cba597398698ec494794091dadd76eb8011bb95f43578930466e7beb20b"},
{file = "multidict-6.4.2-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:159dae860e4d34bd4f48e72a0c033d78ae9215b43d423c19cbf47b7db5972599"},
{file = "multidict-6.4.2-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:aa613b270de6215f9fc850f0fb18dbc20ba297013012793cf3d2f1295e271e91"},
{file = "multidict-6.4.2-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:15c14a01dd95e860703a4ce78d4b0d49f18c14389eb91b4aa12444e31dfc2841"},
{file = "multidict-6.4.2-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:93de2d3802a5ac7d5deadba1c956a93db29502f1b9f4e8d2e393747b9b28d881"},
{file = "multidict-6.4.2-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:7a3165a5bae6577d10858c35f6add83333ead621e8286a5d15f7d567ef44be78"},
{file = "multidict-6.4.2-cp310-cp310-win32.whl", hash = "sha256:27d45a6a8495f2cfcf64d6cc4fbcc78a6e87ed840e54a261430d0d4331d9aae0"},
{file = "multidict-6.4.2-cp310-cp310-win_amd64.whl", hash = "sha256:dc86a31e3215ce037ae306a338ff2156d897aae627d5d4e3dfa0c9eded4249e8"},
{file = "multidict-6.4.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:6da367181104a57e77140ebf736652ed9a97c7bcb77c7640cf8a168893561bd2"},
{file = "multidict-6.4.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:dfb3870c5d4f5413988caf64243830f7ca13dc58ae2cf3eb48fe321ca6f26648"},
{file = "multidict-6.4.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:1c11e8460ff0629871f9703c87208e553fbfa6c9d92f94c20d4f86e56f021029"},
{file = "multidict-6.4.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ac87e173c5f3aeac06d01eeebfb35c2b1bc5f536b21210dd8b032f1dc0726fbc"},
{file = "multidict-6.4.2-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:d9e984f9542fba175bc4d98e320e9e2bd6e7480682aa84b274e9aee7fb6575b9"},
{file = "multidict-6.4.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:75bb804375e0b6c5db4e474fa0b5052414b6cbc3e70394d11a7ce9a7f6a18a91"},
{file = "multidict-6.4.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1a894aed57c6edc514c9222989cf09eebd9ea7acb6185a26cfeac2ece2ddf265"},
{file = "multidict-6.4.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8ce52f84e793ee83082c4aa127605070a47c31597821ca84dec5c0ac809e8509"},
{file = "multidict-6.4.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:20050a17cc2f322598d181a5b2e2cf4787e4c2e3bf71aab5e96618b40665e8ae"},
{file = "multidict-6.4.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:bbd3cc064d272618b95c2f85ec61fe9d07e2a1de18c153c10923d3c2cdebff4c"},
{file = "multidict-6.4.2-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:b9c5dfa5c7cdc26f6b777ac6210d3621d556e2e244f0a7358afe8ec0135f8640"},
{file = "multidict-6.4.2-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:693858c9584cedc1685e67e78fa9e50285504e8d4bbfde7290ca04dbbac939a8"},
{file = "multidict-6.4.2-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:6d168a6693c1b9b950d9584178d12095bfbaf290748eb6e2726c914bc1d0d4f1"},
{file = "multidict-6.4.2-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:f915fc3287ddc23a5da8f61f5c2c3aaca0b754ce526c0ff81f55c27b25038cd5"},
{file = "multidict-6.4.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:df46fd268c765d186df8c7899bc4e0a2ee0d12458d356438af0329a49e6b15ca"},
{file = "multidict-6.4.2-cp311-cp311-win32.whl", hash = "sha256:11d76b83dc93e98207514e1938b89854655087e3b27a09d89525fe17a0f1ce11"},
{file = "multidict-6.4.2-cp311-cp311-win_amd64.whl", hash = "sha256:8530ca574ba38478e97af20ff0f3fd04f59ffcad435b1548703424d71e2ed66a"},
{file = "multidict-6.4.2-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:d7533a9684e599b22a4beb699647dc3269d551e455886be8125f14f3c5a0869f"},
{file = "multidict-6.4.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:e80878904057edfd1d70ba31258f974d36c470fd95de2bcd98e0494942c4433e"},
{file = "multidict-6.4.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:d8fc8c7c092a48044bf942735eea6da198cac0c655d7a06550619b2a7fec2ffd"},
{file = "multidict-6.4.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:71dae164819f8aede109a596db84d508e670d7e0a968901aaf22445e87ae7519"},
{file = "multidict-6.4.2-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:285058a0cdd284ba5bbc1d10d75fb33e3b3087b15d5aa9d23fc4787dd3a48384"},
{file = "multidict-6.4.2-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1cd34caed981a95964218e03a3f267537a0b1a2fae078949e880f757df9efe55"},
{file = "multidict-6.4.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d8f47485264b1168ef852dd6bea619703409ff2cbc5e610dcb0f15fe3c6750bb"},
{file = "multidict-6.4.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:49e01d212be64ceee18a45e8baef441aa86cc9bd365fb92fb8b214e5fa5bc08b"},
{file = "multidict-6.4.2-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e5ca936b70414dbee02f218be1d36a535a5953ba63fd82dc812135ca3f5a525f"},
{file = "multidict-6.4.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:64fdd7a4aef8f14e4a6917a434d0a4766345f5d544d0c0c0e53b14eb1e4be0ac"},
{file = "multidict-6.4.2-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:4030f5319aacf20e924c5218377df446507b314f03676549891e12a9f832a9f1"},
{file = "multidict-6.4.2-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:b9d3d5de87a88768be67b7ec20aeb531707174ba0645697a938df3afc2c62b1f"},
{file = "multidict-6.4.2-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:e7ab7ea72c3f66ae1e930ae776ad2c6f4f78e0184781f64f196f17ecce113101"},
{file = "multidict-6.4.2-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:3af088483bf2aba7f2886437d856a6ba4cd0c17946dd615cbe55d56552eaf187"},
{file = "multidict-6.4.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:858b68e475f8e73e4014c078e9feced502273032f07840117ca12d2230d27135"},
{file = "multidict-6.4.2-cp312-cp312-win32.whl", hash = "sha256:9f1edbf7e0d22a1ebf3c24ffaf0b8a39888bd630d6ff38c77c169272a3d4b9cc"},
{file = "multidict-6.4.2-cp312-cp312-win_amd64.whl", hash = "sha256:38e165c4d79ac98cabb5c08d8a3a3e1dda3206bcec19ed072992b62b200b180d"},
{file = "multidict-6.4.2-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:bcd21a1b5cfb45170280e5fcd382c25519d75bdf4634656868b91c05d5e15b23"},
{file = "multidict-6.4.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:4748c017fa201e6a296c9ef75dc3668a01532adb8f5c27a0bef4835dfa62f8e7"},
{file = "multidict-6.4.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:796d1b070211554cc8193bd6764d2b44594ff7c7522989012eacf3fde778e5cf"},
{file = "multidict-6.4.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fbd035ae06babb07c6b80535b0d4f6fe57eb73a23ae276eb4502b1f67f19e8ef"},
{file = "multidict-6.4.2-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:ad333e0b0d19294d3fc81d7aa9b65c45ebf49e6f8b3fab02db43284140d2b0a8"},
{file = "multidict-6.4.2-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:458b235ae7af880e18c1476f968ef571689a574720eb9e6e8873d138fbba9c58"},
{file = "multidict-6.4.2-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ed8d6bd6f3c7991083e741fd55cecea70d670971c73b9563a673eab96e5356b4"},
{file = "multidict-6.4.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b622146bcfc6749944d14e8a61267dbea1bee96a9c7ca7605683506ed3817844"},
{file = "multidict-6.4.2-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6ed731286f0ae399e65e3172c5808732b9ae5d896b3ab7f692eb686bba6bc9df"},
{file = "multidict-6.4.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:c5fdcac25ae451af93e7f997678ed2282bf6b5ef892e253eea13bba59849f00e"},
{file = "multidict-6.4.2-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:9b4cd51b623b3dc8b55f9caef07424ac6d684b8047e601aca7053999e1b4a527"},
{file = "multidict-6.4.2-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:2e116fad10aa7c74aa3acc69adcdffe86f1415abb111653f85dd37171116b57d"},
{file = "multidict-6.4.2-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:205da0f812c9128155bc1b7be69cf89280a5bb2f5b84426bced76e7d860ed5dc"},
{file = "multidict-6.4.2-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:99b2401166c3b2d997b80479cdc7449a093e21f3d4b2f9c6e6ceee956aa10d63"},
{file = "multidict-6.4.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:b29a79f1e4313c397e00d89d4d83ff54fd377e7d654b640bbe9002b4272f205e"},
{file = "multidict-6.4.2-cp313-cp313-win32.whl", hash = "sha256:1247de19497e13063eabf1df67e87530ac31497b91e9bd08621852a57d9b5ee7"},
{file = "multidict-6.4.2-cp313-cp313-win_amd64.whl", hash = "sha256:b0441ee8b9edc3fadb5cd9f181212edd72f7b016723bc549f9c1c00a9a8e6f93"},
{file = "multidict-6.4.2-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:c785581071f140d364821c210422ab5937d6c2c51d92e45a552a8e34b434a5a3"},
{file = "multidict-6.4.2-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:147c962e8ae339d5fa84c52cc1e59546cb2d0d9359f9a8e1b8eb7b5ffac8dba0"},
{file = "multidict-6.4.2-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:b8a87a3686de1d215506ba13dd388433695bfff534839e045419ba2f36437c0e"},
{file = "multidict-6.4.2-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:614021ba98b8052d4eb3d5900d3bd953421edf41b2aa85d37c1dc67bcee1ea9d"},
{file = "multidict-6.4.2-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:d6698fccb2f962021e467be6ba43fc02f7341f221e80545810303f5cc66461bb"},
{file = "multidict-6.4.2-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:54a291428e25f775193704f95a94f21a42a28ffb09c1bdc91e152c6b1faf4a91"},
{file = "multidict-6.4.2-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:15ddde4242134f1aeb1455ad60cc529e0a9f5eb251ae7be7fc37debdb257182c"},
{file = "multidict-6.4.2-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b019f5c53471e8a010edf2fec321ece25ac6b079b535980b7228dcb9ee62d621"},
{file = "multidict-6.4.2-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:52bd2b6681beb34115eebbcbdcbd170ebc3fc98c4eb0dd789f2c01d4d6b189c0"},
{file = "multidict-6.4.2-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:44ee27fb416c3d8981b7c3c97b9813d40b06575f6d477f4da21726a30aabb562"},
{file = "multidict-6.4.2-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:3e80621ebc9f045fab847a970b2430146f9121b95c3c695b044ade8488753126"},
{file = "multidict-6.4.2-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:fd9521b70b50aac341f59799301ba24acbe2897b9157035d139668b6c43bc406"},
{file = "multidict-6.4.2-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:dd5240bea7d8de32e7ac95088b2ad95b89993a3825d9278d363d73ca40113cb3"},
{file = "multidict-6.4.2-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:7a74764881276904564f8725da3dd2b82924838a114738933f58b75082b55dd3"},
{file = "multidict-6.4.2-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:70d695f62a55f90ee894fdf1ede51ccdda3abbe25b43b667b51747b6f61b8da7"},
{file = "multidict-6.4.2-cp313-cp313t-win32.whl", hash = "sha256:8223f74cf698f7992e1a71ab90ab4c169b508a0f25083ebab9259b9f33d7bdde"},
{file = "multidict-6.4.2-cp313-cp313t-win_amd64.whl", hash = "sha256:e36cfe9df4dfb6c2f4d80d20852ab6449257a01942e4808c3912ed413a4d40f7"},
{file = "multidict-6.4.2-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:1f62882c6d06e5e75b82444ce14f59b830f5b017b31630cc13d8b0b01379385a"},
{file = "multidict-6.4.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:93f4545347f79121e9ba98a0c33a55f469ebc22fb45ae62692e01d367219796b"},
{file = "multidict-6.4.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:05dcc73739ae8096f64f08282c8980dab2cf9acb02eb838aacd8ac56b795c405"},
{file = "multidict-6.4.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:af55e557e722c962f70cdc6a482d0df44b1f6622af49003e33dd114340724875"},
{file = "multidict-6.4.2-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:9777e194be00313f5a86a0dd52d9987b72cf6c43c8a42d6bd838adc46c70e98b"},
{file = "multidict-6.4.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:7cbc2e5116cdca0594bb39c64a8bd5e7f44d392cf76d19913216924688d42954"},
{file = "multidict-6.4.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:bdb621264758b22ae3aaa9d60937751069d80d610d713887ff94cf7487fc3f5f"},
{file = "multidict-6.4.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:03cd2a3c446162678d0a6d14d69ad38204128414ba40722a5ff6f2107782b723"},
{file = "multidict-6.4.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8257f26cc2cc5d0426da488162060c6cea57079172b9d3eedf016fcb0cfdb830"},
{file = "multidict-6.4.2-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:d7bf1d52c69f3051a0ebae9cca1e5be06e2ad4677d670a920454ecf6d20e2c8e"},
{file = "multidict-6.4.2-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:88ae724e79a524d1921b2799251f667e7fb0344a59637df3bec91dc303020467"},
{file = "multidict-6.4.2-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:033edcc22211463be927ca407dc5c5f3aa84d3d093ed2d559a2e3c2d995d50e4"},
{file = "multidict-6.4.2-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:cbd06fb147030d7781f10bd7542f29bbf56cefb51a9f042713d5fc52e68b8afd"},
{file = "multidict-6.4.2-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:258414850b59fb820bd1e1e19a9b281409a6d0bd969d3fe7104cc87a7c08c191"},
{file = "multidict-6.4.2-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:a3da262f5b9f0dd01277575de4967683123ab47699fd7db2ce38cb1bb8f5c76f"},
{file = "multidict-6.4.2-cp39-cp39-win32.whl", hash = "sha256:4aca2ab0969dc3781fefe523ce70c5d245b915ba0708ce2713e8ac561f9448e0"},
{file = "multidict-6.4.2-cp39-cp39-win_amd64.whl", hash = "sha256:79dc3f9893e32fcc564c60bb34c4e393daede2cdf0337a5b4627ed162a237fb3"},
{file = "multidict-6.4.2-py3-none-any.whl", hash = "sha256:824b60427c92c44098cfbd58d8adf8a8c5a60ade16742dcb54385b43e6337b4e"},
{file = "multidict-6.4.2.tar.gz", hash = "sha256:99f9b6596d2e126fa1777990868743fb4c1984ea5217606fabc153aff46160e6"},
]
[package.dependencies]
@@ -3579,13 +3633,13 @@ files = [
[[package]]
name = "openai"
version = "1.71.0"
version = "1.72.0"
description = "The official Python library for the openai API"
optional = false
python-versions = ">=3.8"
files = [
{file = "openai-1.71.0-py3-none-any.whl", hash = "sha256:e1c643738f1fff1af52bce6ef06a7716c95d089281e7011777179614f32937aa"},
{file = "openai-1.71.0.tar.gz", hash = "sha256:52b20bb990a1780f9b0b8ccebac93416343ebd3e4e714e3eff730336833ca207"},
{file = "openai-1.72.0-py3-none-any.whl", hash = "sha256:34f5496ba5c8cb06c592831d69e847e2d164526a2fb92afdc3b5cf2891c328c3"},
{file = "openai-1.72.0.tar.gz", hash = "sha256:f51de971448905cc90ed5175a5b19e92fd94e31f68cde4025762f9f5257150db"},
]
[package.dependencies]
@@ -3921,9 +3975,9 @@ files = [
[package.dependencies]
numpy = [
{version = ">=1.26.0", markers = "python_version >= \"3.12\""},
{version = ">=1.23.2", markers = "python_version == \"3.11\""},
{version = ">=1.22.4", markers = "python_version < \"3.11\""},
{version = ">=1.26.0", markers = "python_version >= \"3.12\""},
]
python-dateutil = ">=2.8.2"
pytz = ">=2020.1"
@@ -4800,13 +4854,13 @@ files = [
[[package]]
name = "pyright"
version = "1.1.398"
version = "1.1.399"
description = "Command line wrapper for pyright"
optional = true
python-versions = ">=3.7"
files = [
{file = "pyright-1.1.398-py3-none-any.whl", hash = "sha256:0a70bfd007d9ea7de1cf9740e1ad1a40a122592cfe22a3f6791b06162ad08753"},
{file = "pyright-1.1.398.tar.gz", hash = "sha256:357a13edd9be8082dc73be51190913e475fa41a6efb6ec0d4b7aab3bc11638d8"},
{file = "pyright-1.1.399-py3-none-any.whl", hash = "sha256:55f9a875ddf23c9698f24208c764465ffdfd38be6265f7faf9a176e1dc549f3b"},
{file = "pyright-1.1.399.tar.gz", hash = "sha256:439035d707a36c3d1b443aec980bc37053fbda88158eded24b8eedcf1c7b7a1b"},
]
[package.dependencies]
@@ -5220,8 +5274,8 @@ grpcio = ">=1.41.0"
grpcio-tools = ">=1.41.0"
httpx = {version = ">=0.20.0", extras = ["http2"]}
numpy = [
{version = ">=1.26", markers = "python_version == \"3.12\""},
{version = ">=1.21", markers = "python_version >= \"3.10\" and python_version < \"3.12\""},
{version = ">=1.26", markers = "python_version == \"3.12\""},
]
portalocker = ">=2.7.0,<3.0.0"
pydantic = ">=1.10.8"
@@ -6153,13 +6207,13 @@ urllib3 = ">=2"
[[package]]
name = "typing-extensions"
version = "4.13.1"
version = "4.13.2"
description = "Backported and Experimental Type Hints for Python 3.8+"
optional = false
python-versions = ">=3.8"
files = [
{file = "typing_extensions-4.13.1-py3-none-any.whl", hash = "sha256:4b6cf02909eb5495cfbc3f6e8fd49217e6cc7944e145cdda8caa3734777f9e69"},
{file = "typing_extensions-4.13.1.tar.gz", hash = "sha256:98795af00fb9640edec5b8e31fc647597b4691f099ad75f469a2616be1a76dff"},
{file = "typing_extensions-4.13.2-py3-none-any.whl", hash = "sha256:a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c"},
{file = "typing_extensions-4.13.2.tar.gz", hash = "sha256:e6c81219bd689f51865d9e372991c540bda33a0379d5573cddb9a3a23f7caaef"},
]
[[package]]
@@ -6221,13 +6275,13 @@ devenv = ["check-manifest", "pytest (>=4.3)", "pytest-cov", "pytest-mock (>=3.3)
[[package]]
name = "urllib3"
version = "2.3.0"
version = "2.4.0"
description = "HTTP library with thread-safe connection pooling, file post, and more."
optional = false
python-versions = ">=3.9"
files = [
{file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"},
{file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"},
{file = "urllib3-2.4.0-py3-none-any.whl", hash = "sha256:4e16665048960a0900c702d4a66415956a584919c03361cac9f1df5c5dd7e813"},
{file = "urllib3-2.4.0.tar.gz", hash = "sha256:414bc6535b787febd7567804cc015fee39daab8ad86268f1310a9250697de466"},
]
[package.extras]
@@ -6819,4 +6873,4 @@ tests = ["wikipedia"]
[metadata]
lock-version = "2.0"
python-versions = "<3.14,>=3.10"
content-hash = "c7532fe22e86ca8602c0b27be85020e0b139ec521cd5b0dc94b180113ede41c4"
content-hash = "980cd598eaa6fb9f0c7f5f28587bb86cab36a17859a8211fd78c65c8c90755d6"

2
pyproject.toml
View File

@@ -74,7 +74,7 @@ llama-index = "^0.12.2"
llama-index-embeddings-openai = "^0.3.1"
e2b-code-interpreter = {version = "^1.0.3", optional = true}
anthropic = "^0.49.0"
letta_client = "^0.1.97"
letta_client = "^0.1.104"
openai = "^1.60.0"
opentelemetry-api = "1.30.0"
opentelemetry-sdk = "1.30.0"

25
tests/sdk/agents_test.py Normal file
View File

@@ -0,0 +1,25 @@
from conftest import create_test_module
AGENTS_CREATE_PARAMS = [
("caren_agent", {"name": "caren", "model": "openai/gpt-4o-mini", "embedding": "openai/text-embedding-ada-002"}, {}, None),
]
AGENTS_MODIFY_PARAMS = [
("caren_agent", {"name": "caren_updated"}, {}, None),
]
AGENTS_LIST_PARAMS = [
({}, 1),
({"name": "caren_updated"}, 1),
]
# Create all test module components at once
globals().update(
create_test_module(
resource_name="agents",
id_param_name="agent_id",
create_params=AGENTS_CREATE_PARAMS,
modify_params=AGENTS_MODIFY_PARAMS,
list_params=AGENTS_LIST_PARAMS,
)
)

29
tests/sdk/blocks_test.py Normal file
View File

@@ -0,0 +1,29 @@
from conftest import create_test_module
from letta_client.errors import UnprocessableEntityError
BLOCKS_CREATE_PARAMS = [
("human_block", {"label": "human", "value": "test"}, {"limit": 5000}, None),
("persona_block", {"label": "persona", "value": "test1"}, {"limit": 5000}, None),
]
BLOCKS_MODIFY_PARAMS = [
("human_block", {"value": "test2"}, {}, None),
("persona_block", {"value": "testing testing testing", "limit": 10}, {}, UnprocessableEntityError),
]
BLOCKS_LIST_PARAMS = [
({}, 2),
({"label": "human"}, 1),
({"label": "persona"}, 1),
]
# Create all test module components at once
globals().update(
create_test_module(
resource_name="blocks",
id_param_name="block_id",
create_params=BLOCKS_CREATE_PARAMS,
modify_params=BLOCKS_MODIFY_PARAMS,
list_params=BLOCKS_LIST_PARAMS,
)
)

303
tests/sdk/conftest.py Normal file
View File

@@ -0,0 +1,303 @@
import os
import threading
import time
from typing import Any, Dict, List, Optional, Tuple
import pytest
from dotenv import load_dotenv
from letta_client import Letta
def run_server():
load_dotenv()
from letta.server.rest_api.app import start_server
print("Starting server...")
start_server(debug=True)
# This fixture starts the server once for the entire test session
@pytest.fixture(scope="session")
def server():
# Get URL from environment or start server
server_url = os.getenv("LETTA_SERVER_URL", f"http://localhost:8283")
if not os.getenv("LETTA_SERVER_URL"):
print("Starting server thread")
thread = threading.Thread(target=run_server, daemon=True)
thread.start()
time.sleep(5)
return server_url
# This fixture creates a client for each test module
@pytest.fixture(scope="session")
def client(server):
# Use the server URL from the server fixture
server_url = server
print("Running client tests with server:", server_url)
# create the Letta client
yield Letta(base_url=server_url, token=None)
def skip_test_if_not_implemented(handler, resource_name, test_name):
if not hasattr(handler, test_name):
pytest.skip(f"client.{resource_name}.{test_name} not implemented")
def create_test_module(
resource_name: str,
id_param_name: str,
create_params: List[Tuple[str, Dict[str, Any], Dict[str, Any], Optional[Exception]]] = [],
upsert_params: List[Tuple[str, Dict[str, Any], Dict[str, Any], Optional[Exception]]] = [],
modify_params: List[Tuple[str, Dict[str, Any], Dict[str, Any], Optional[Exception]]] = [],
list_params: List[Tuple[Dict[str, Any], int]] = [],
) -> Dict[str, Any]:
"""Create a test module for a resource.
This function creates all the necessary test methods and returns them in a dictionary
that can be added to the globals() of the module.
Args:
resource_name: Name of the resource (e.g., "blocks", "tools")
id_param_name: Name of the ID parameter (e.g., "block_id", "tool_id")
create_params: List of (name, params, expected_error) tuples for create tests
modify_params: List of (name, params, expected_error) tuples for modify tests
list_params: List of (query_params, expected_count) tuples for list tests
Returns:
Dict: A dictionary of all test functions that should be added to the module globals
"""
# Create shared test state
test_item_ids = {}
# Create fixture functions
@pytest.fixture(scope="session")
def handler(client):
return getattr(client, resource_name)
@pytest.fixture(scope="session")
def caren_agent(client, request):
"""Create an agent to be used as manager in supervisor groups."""
agent = client.agents.create(
name="caren_agent",
model="openai/gpt-4o-mini",
embedding="openai/text-embedding-ada-002",
)
# Add finalizer to ensure cleanup happens in the right order
request.addfinalizer(lambda: client.agents.delete(agent_id=agent.id))
return agent
# Create standalone test functions
@pytest.mark.order(0)
def test_create(handler, caren_agent, name, params, extra_expected_values, expected_error):
"""Test creating a resource."""
skip_test_if_not_implemented(handler, resource_name, "create")
# Use preprocess_params which adds fixtures
processed_params = preprocess_params(params, caren_agent)
processed_extra_expected = preprocess_params(extra_expected_values, caren_agent)
try:
item = handler.create(**processed_params)
except Exception as e:
if expected_error is not None:
if hasattr(e, "status_code"):
assert e.status_code == expected_error
elif hasattr(e, "status"):
assert e.status == expected_error
else:
pytest.fail(f"Expected error with status {expected_error}, but got {type(e)}: {e}")
else:
raise e
# Store item ID for later tests
test_item_ids[name] = item.id
# Verify item properties
expected_values = processed_params | processed_extra_expected
for key, value in expected_values.items():
if hasattr(item, key):
assert custom_model_dump(getattr(item, key)) == value
@pytest.mark.order(1)
def test_retrieve(handler):
"""Test retrieving resources."""
skip_test_if_not_implemented(handler, resource_name, "retrieve")
for name, item_id in test_item_ids.items():
kwargs = {id_param_name: item_id}
item = handler.retrieve(**kwargs)
assert hasattr(item, "id") and item.id == item_id, f"{resource_name.capitalize()} {name} with id {item_id} not found"
@pytest.mark.order(2)
def test_upsert(handler, name, params, extra_expected_values, expected_error):
"""Test upserting resources."""
skip_test_if_not_implemented(handler, resource_name, "upsert")
existing_item_id = test_item_ids[name]
try:
item = handler.upsert(**params)
except Exception as e:
if expected_error is not None:
if hasattr(e, "status_code"):
assert e.status_code == expected_error
elif hasattr(e, "status"):
assert e.status == expected_error
else:
pytest.fail(f"Expected error with status {expected_error}, but got {type(e)}: {e}")
else:
raise e
assert existing_item_id == item.id
# Verify item properties
expected_values = params | extra_expected_values
for key, value in expected_values.items():
if hasattr(item, key):
assert custom_model_dump(getattr(item, key)) == value
@pytest.mark.order(3)
def test_modify(handler, caren_agent, name, params, extra_expected_values, expected_error):
"""Test modifying a resource."""
skip_test_if_not_implemented(handler, resource_name, "modify")
if name not in test_item_ids:
pytest.skip(f"Item '{name}' not found in test_items")
kwargs = {id_param_name: test_item_ids[name]}
kwargs.update(params)
processed_params = preprocess_params(kwargs, caren_agent)
processed_extra_expected = preprocess_params(extra_expected_values, caren_agent)
try:
item = handler.modify(**processed_params)
except Exception as e:
if expected_error is not None:
assert isinstance(e, expected_error), f"Expected error with type {expected_error}, but got {type(e)}: {e}"
return
else:
raise e
# Verify item properties
expected_values = processed_params | processed_extra_expected
for key, value in expected_values.items():
if hasattr(item, key):
assert custom_model_dump(getattr(item, key)) == value
# Verify via retrieve as well
retrieve_kwargs = {id_param_name: item.id}
retrieved_item = handler.retrieve(**retrieve_kwargs)
expected_values = processed_params | processed_extra_expected
for key, value in expected_values.items():
if hasattr(retrieved_item, key):
assert custom_model_dump(getattr(retrieved_item, key)) == value
@pytest.mark.order(4)
def test_list(handler, query_params, count):
"""Test listing resources."""
skip_test_if_not_implemented(handler, resource_name, "list")
all_items = handler.list(**query_params)
test_items_list = [item.id for item in all_items if item.id in test_item_ids.values()]
assert len(test_items_list) == count
@pytest.mark.order(-1)
def test_delete(handler):
"""Test deleting resources."""
skip_test_if_not_implemented(handler, resource_name, "delete")
for item_id in test_item_ids.values():
kwargs = {id_param_name: item_id}
handler.delete(**kwargs)
for name, item_id in test_item_ids.items():
try:
kwargs = {id_param_name: item_id}
item = handler.retrieve(**kwargs)
raise AssertionError(f"{resource_name.capitalize()} {name} with id {item.id} was not deleted")
except Exception as e:
if isinstance(e, AssertionError):
raise e
if hasattr(e, "status_code"):
assert e.status_code == 404, f"Expected 404 error, got {e.status_code}"
else:
raise AssertionError(f"Unexpected error type: {type(e)}")
test_item_ids.clear()
# Create test methods dictionary
result = {
"handler": handler,
"caren_agent": caren_agent,
"test_create": pytest.mark.parametrize("name, params, extra_expected_values, expected_error", create_params)(test_create),
"test_retrieve": test_retrieve,
"test_upsert": pytest.mark.parametrize("name, params, extra_expected_values, expected_error", upsert_params)(test_upsert),
"test_modify": pytest.mark.parametrize("name, params, extra_expected_values, expected_error", modify_params)(test_modify),
"test_delete": test_delete,
"test_list": pytest.mark.parametrize("query_params, count", list_params)(test_list),
}
return result
def custom_model_dump(model):
"""
Dumps the given model to a form that can be easily compared.
Args:
model: The model to dump
Returns:
The dumped model
"""
if isinstance(model, (str, int, float, bool, type(None))):
return model
if isinstance(model, list):
return [custom_model_dump(item) for item in model]
else:
return model.model_dump()
def add_fixture_params(value, caren_agent):
"""
Replaces string values containing '.id' with their mapped values.
Args:
value: The value to process (should be a string)
caren_agent: The agent object to use for ID replacement
Returns:
The processed value with ID strings replaced by actual values
"""
param_to_fixture_mapping = {
"caren_agent.id": caren_agent.id,
}
return param_to_fixture_mapping.get(value, value)
def preprocess_params(params, caren_agent):
"""
Recursively processes a nested structure of dictionaries and lists,
replacing string values containing '.id' with their mapped values.
Args:
params: The parameters to process (dict, list, or scalar value)
caren_agent: The agent object to use for ID replacement
Returns:
The processed parameters with ID strings replaced by actual values
"""
if isinstance(params, dict):
# Process each key-value pair in the dictionary
return {key: preprocess_params(value, caren_agent) for key, value in params.items()}
elif isinstance(params, list):
# Process each item in the list
return [preprocess_params(item, caren_agent) for item in params]
elif isinstance(params, str) and ".id" in params:
# Replace string values containing '.id' with their mapped values
return add_fixture_params(params, caren_agent)
else:
# Return other values unchanged
return params

36
tests/sdk/groups_test.py Normal file
View File

@@ -0,0 +1,36 @@
from conftest import create_test_module
GROUPS_CREATE_PARAMS = [
("round_robin_group", {"agent_ids": [], "description": ""}, {"manager_type": "round_robin"}, None),
(
"supervisor_group",
{"agent_ids": [], "description": "", "manager_config": {"manager_type": "supervisor", "manager_agent_id": "caren_agent.id"}},
{"manager_type": "supervisor"},
None,
),
]
GROUPS_MODIFY_PARAMS = [
(
"round_robin_group",
{"manager_config": {"manager_type": "round_robin", "max_turns": 10}},
{"manager_type": "round_robin", "max_turns": 10},
None,
),
]
GROUPS_LIST_PARAMS = [
({}, 2),
({"manager_type": "round_robin"}, 1),
]
# Create all test module components at once
globals().update(
create_test_module(
resource_name="groups",
id_param_name="group_id",
create_params=GROUPS_CREATE_PARAMS,
modify_params=GROUPS_MODIFY_PARAMS,
list_params=GROUPS_LIST_PARAMS,
)
)

43
tests/sdk/identities_test.py Normal file
View File

@@ -0,0 +1,43 @@
from conftest import create_test_module
IDENTITIES_CREATE_PARAMS = [
("caren1", {"identifier_key": "123", "name": "caren", "identity_type": "user"}, {}, None),
("caren2", {"identifier_key": "456", "name": "caren", "identity_type": "user"}, {}, None),
]
IDENTITIES_MODIFY_PARAMS = [
("caren1", {"properties": [{"key": "email", "value": "caren@letta.com", "type": "string"}]}, {}, None),
("caren2", {"properties": [{"key": "email", "value": "caren@gmail.com", "type": "string"}]}, {}, None),
]
IDENTITIES_UPSERT_PARAMS = [
(
"caren2",
{
"identifier_key": "456",
"name": "caren",
"identity_type": "user",
"properties": [{"key": "email", "value": "caren@yahoo.com", "type": "string"}],
},
{},
None,
),
]
IDENTITIES_LIST_PARAMS = [
({}, 2),
({"name": "caren"}, 2),
({"identifier_key": "123"}, 1),
]
# Create all test module components at once
globals().update(
create_test_module(
resource_name="identities",
id_param_name="identity_id",
create_params=IDENTITIES_CREATE_PARAMS,
upsert_params=IDENTITIES_UPSERT_PARAMS,
modify_params=IDENTITIES_MODIFY_PARAMS,
list_params=IDENTITIES_LIST_PARAMS,
)
)

67
tests/sdk/tools_test.py Normal file
View File

@@ -0,0 +1,67 @@
from conftest import create_test_module
# Sample code for tools
FRIENDLY_FUNC_SOURCE_CODE = '''
def friendly_func():
"""
Returns a friendly message.
Returns:
str: A friendly message.
"""
return "HI HI HI HI HI!"
'''
UNFRIENDLY_FUNC_SOURCE_CODE = '''
def unfriendly_func():
"""
Returns an unfriendly message.
Returns:
str: An unfriendly message.
"""
return "NO NO NO NO NO!"
'''
UNFRIENDLY_FUNC_SOURCE_CODE_V2 = '''
def unfriendly_func():
"""
Returns an unfriendly message.
Returns:
str: An unfriendly message.
"""
return "BYE BYE BYE BYE BYE!"
'''
# Define test parameters for tools
TOOLS_CREATE_PARAMS = [
("friendly_func", {"source_code": FRIENDLY_FUNC_SOURCE_CODE}, {"name": "friendly_func"}, None),
("unfriendly_func", {"source_code": UNFRIENDLY_FUNC_SOURCE_CODE}, {"name": "unfriendly_func"}, None),
]
TOOLS_UPSERT_PARAMS = [
("unfriendly_func", {"source_code": UNFRIENDLY_FUNC_SOURCE_CODE_V2}, {}, None),
]
TOOLS_MODIFY_PARAMS = [
("friendly_func", {"tags": ["sdk_test"]}, {}, None),
("unfriendly_func", {"return_char_limit": 300}, {}, None),
]
TOOLS_LIST_PARAMS = [
({}, 2),
({"name": ["friendly_func"]}, 1),
]
# Create all test module components at once
globals().update(
create_test_module(
resource_name="tools",
id_param_name="tool_id",
create_params=TOOLS_CREATE_PARAMS,
upsert_params=TOOLS_UPSERT_PARAMS,
modify_params=TOOLS_MODIFY_PARAMS,
list_params=TOOLS_LIST_PARAMS,
)
)