diff --git a/poetry.lock b/poetry.lock
index fc54383447f120c77414898ea40968a300cf144d..10ca8e278b3cfe4ec040000ee7754d921e8c4578 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -202,6 +202,46 @@ files = [
{file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
]
+[[package]]
+name = "black"
+version = "23.11.0"
+description = "The uncompromising code formatter."
+optional = false
+python-versions = ">=3.8"
+files = [
+ {file = "black-23.11.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:dbea0bb8575c6b6303cc65017b46351dc5953eea5c0a59d7b7e3a2d2f433a911"},
+ {file = "black-23.11.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:412f56bab20ac85927f3a959230331de5614aecda1ede14b373083f62ec24e6f"},
+ {file = "black-23.11.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d136ef5b418c81660ad847efe0e55c58c8208b77a57a28a503a5f345ccf01394"},
+ {file = "black-23.11.0-cp310-cp310-win_amd64.whl", hash = "sha256:6c1cac07e64433f646a9a838cdc00c9768b3c362805afc3fce341af0e6a9ae9f"},
+ {file = "black-23.11.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:cf57719e581cfd48c4efe28543fea3d139c6b6f1238b3f0102a9c73992cbb479"},
+ {file = "black-23.11.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:698c1e0d5c43354ec5d6f4d914d0d553a9ada56c85415700b81dc90125aac244"},
+ {file = "black-23.11.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:760415ccc20f9e8747084169110ef75d545f3b0932ee21368f63ac0fee86b221"},
+ {file = "black-23.11.0-cp311-cp311-win_amd64.whl", hash = "sha256:58e5f4d08a205b11800332920e285bd25e1a75c54953e05502052738fe16b3b5"},
+ {file = "black-23.11.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:45aa1d4675964946e53ab81aeec7a37613c1cb71647b5394779e6efb79d6d187"},
+ {file = "black-23.11.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:4c44b7211a3a0570cc097e81135faa5f261264f4dfaa22bd5ee2875a4e773bd6"},
+ {file = "black-23.11.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2a9acad1451632021ee0d146c8765782a0c3846e0e0ea46659d7c4f89d9b212b"},
+ {file = "black-23.11.0-cp38-cp38-win_amd64.whl", hash = "sha256:fc7f6a44d52747e65a02558e1d807c82df1d66ffa80a601862040a43ec2e3142"},
+ {file = "black-23.11.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:7f622b6822f02bfaf2a5cd31fdb7cd86fcf33dab6ced5185c35f5db98260b055"},
+ {file = "black-23.11.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:250d7e60f323fcfc8ea6c800d5eba12f7967400eb6c2d21ae85ad31c204fb1f4"},
+ {file = "black-23.11.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5133f5507007ba08d8b7b263c7aa0f931af5ba88a29beacc4b2dc23fcefe9c06"},
+ {file = "black-23.11.0-cp39-cp39-win_amd64.whl", hash = "sha256:421f3e44aa67138ab1b9bfbc22ee3780b22fa5b291e4db8ab7eee95200726b07"},
+ {file = "black-23.11.0-py3-none-any.whl", hash = "sha256:54caaa703227c6e0c87b76326d0862184729a69b73d3b7305b6288e1d830067e"},
+ {file = "black-23.11.0.tar.gz", hash = "sha256:4c68855825ff432d197229846f971bc4d6666ce90492e5b02013bcaca4d9ab05"},
+]
+
+[package.dependencies]
+click = ">=8.0.0"
+mypy-extensions = ">=0.4.3"
+packaging = ">=22.0"
+pathspec = ">=0.9.0"
+platformdirs = ">=2"
+
+[package.extras]
+colorama = ["colorama (>=0.4.3)"]
+d = ["aiohttp (>=3.7.4)"]
+jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
+uvloop = ["uvloop (>=0.15.2)"]
+
[[package]]
name = "certifi"
version = "2023.7.22"
@@ -376,6 +416,20 @@ files = [
{file = "charset_normalizer-3.3.1-py3-none-any.whl", hash = "sha256:800561453acdecedaac137bf09cd719c7a440b6800ec182f077bb8e7025fb708"},
]
+[[package]]
+name = "click"
+version = "8.1.7"
+description = "Composable command line interface toolkit"
+optional = false
+python-versions = ">=3.7"
+files = [
+ {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"},
+ {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
[[package]]
name = "cohere"
version = "4.32"
@@ -926,6 +980,17 @@ files = [
{file = "multidict-6.0.4.tar.gz", hash = "sha256:3666906492efb76453c0e7b97f2cf459b0682e7402c0489a95484965dbc1da49"},
]
+[[package]]
+name = "mypy-extensions"
+version = "1.0.0"
+description = "Type system extensions for programs checked with the mypy type checker."
+optional = false
+python-versions = ">=3.5"
+files = [
+ {file = "mypy_extensions-1.0.0-py3-none-any.whl", hash = "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d"},
+ {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"},
+]
+
[[package]]
name = "nest-asyncio"
version = "1.5.8"
@@ -1019,6 +1084,17 @@ files = [
qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
testing = ["docopt", "pytest (<6.0.0)"]
+[[package]]
+name = "pathspec"
+version = "0.11.2"
+description = "Utility library for gitignore style pattern matching of file paths."
+optional = false
+python-versions = ">=3.7"
+files = [
+ {file = "pathspec-0.11.2-py3-none-any.whl", hash = "sha256:1d6ed233af05e679efb96b1851550ea95bbb64b7c490b0f5aa52996c11e92a20"},
+ {file = "pathspec-0.11.2.tar.gz", hash = "sha256:e0d8d0ac2f12da61956eb2306b69f9469b42f4deb0f3cb6ed47b9cce9996ced3"},
+]
+
[[package]]
name = "pexpect"
version = "4.8.0"
@@ -1586,6 +1662,32 @@ urllib3 = ">=1.21.1,<3"
socks = ["PySocks (>=1.5.6,!=1.5.7)"]
use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
+[[package]]
+name = "ruff"
+version = "0.1.5"
+description = "An extremely fast Python linter and code formatter, written in Rust."
+optional = false
+python-versions = ">=3.7"
+files = [
+ {file = "ruff-0.1.5-py3-none-macosx_10_7_x86_64.whl", hash = "sha256:32d47fc69261c21a4c48916f16ca272bf2f273eb635d91c65d5cd548bf1f3d96"},
+ {file = "ruff-0.1.5-py3-none-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl", hash = "sha256:171276c1df6c07fa0597fb946139ced1c2978f4f0b8254f201281729981f3c17"},
+ {file = "ruff-0.1.5-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:17ef33cd0bb7316ca65649fc748acc1406dfa4da96a3d0cde6d52f2e866c7b39"},
+ {file = "ruff-0.1.5-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b2c205827b3f8c13b4a432e9585750b93fd907986fe1aec62b2a02cf4401eee6"},
+ {file = "ruff-0.1.5-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:bb408e3a2ad8f6881d0f2e7ad70cddb3ed9f200eb3517a91a245bbe27101d379"},
+ {file = "ruff-0.1.5-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:f20dc5e5905ddb407060ca27267c7174f532375c08076d1a953cf7bb016f5a24"},
+ {file = "ruff-0.1.5-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:aafb9d2b671ed934998e881e2c0f5845a4295e84e719359c71c39a5363cccc91"},
+ {file = "ruff-0.1.5-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a4894dddb476597a0ba4473d72a23151b8b3b0b5f958f2cf4d3f1c572cdb7af7"},
+ {file = "ruff-0.1.5-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a00a7ec893f665ed60008c70fe9eeb58d210e6b4d83ec6654a9904871f982a2a"},
+ {file = "ruff-0.1.5-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:a8c11206b47f283cbda399a654fd0178d7a389e631f19f51da15cbe631480c5b"},
+ {file = "ruff-0.1.5-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:fa29e67b3284b9a79b1a85ee66e293a94ac6b7bb068b307a8a373c3d343aa8ec"},
+ {file = "ruff-0.1.5-py3-none-musllinux_1_2_i686.whl", hash = "sha256:9b97fd6da44d6cceb188147b68db69a5741fbc736465b5cea3928fdac0bc1aeb"},
+ {file = "ruff-0.1.5-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:721f4b9d3b4161df8dc9f09aa8562e39d14e55a4dbaa451a8e55bdc9590e20f4"},
+ {file = "ruff-0.1.5-py3-none-win32.whl", hash = "sha256:f80c73bba6bc69e4fdc73b3991db0b546ce641bdcd5b07210b8ad6f64c79f1ab"},
+ {file = "ruff-0.1.5-py3-none-win_amd64.whl", hash = "sha256:c21fe20ee7d76206d290a76271c1af7a5096bc4c73ab9383ed2ad35f852a0087"},
+ {file = "ruff-0.1.5-py3-none-win_arm64.whl", hash = "sha256:82bfcb9927e88c1ed50f49ac6c9728dab3ea451212693fe40d08d314663e412f"},
+ {file = "ruff-0.1.5.tar.gz", hash = "sha256:5cbec0ef2ae1748fb194f420fb03fb2c25c3258c86129af7172ff8f198f125ab"},
+]
+
[[package]]
name = "safetensors"
version = "0.4.0"
@@ -2118,4 +2220,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
[metadata]
lock-version = "2.0"
python-versions = "^3.11"
-content-hash = "6cad0ca1f85ff36df7f36e713df45cb164933233c5da92e5c39ee2cfc4577bc7"
+content-hash = "2fa8cf964dc36d9571bf4e08ce9e46a09942de868c541c43a2c2d84404f1abdc"
diff --git a/pyproject.toml b/pyproject.toml
index 167e0340da4da4ef0bdb5f05e85d6a66cbf1a1d6..3ab4f232c2b1e5435b59a2a4d66b1161a509d7b8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -21,6 +21,8 @@ cohere = "^4.32"
[tool.poetry.group.dev.dependencies]
ipykernel = "^6.26.0"
+ruff = "^0.1.5"
+black = "^23.11.0"
[build-system]
requires = ["poetry-core"]
diff --git a/semantic_router/__init__.py b/semantic_router/__init__.py
index 571ce92d9538cac9502f4722118f333d8c1a36eb..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 100644
--- a/semantic_router/__init__.py
+++ b/semantic_router/__init__.py
@@ -1 +0,0 @@
-from semantic_router.layer import DecisionLayer
\ No newline at end of file
diff --git a/semantic_router/encoders/__init__.py b/semantic_router/encoders/__init__.py
index 2abc8b360d9a2fcf1d4136b04d9a103168943b33..4e65f468bb83c972c67438b2017743ac8d96cab2 100644
--- a/semantic_router/encoders/__init__.py
+++ b/semantic_router/encoders/__init__.py
@@ -1,4 +1,6 @@
-from semantic_router.encoders.base import BaseEncoder
-from semantic_router.encoders.cohere import CohereEncoder
-from semantic_router.encoders.huggingface import HuggingFaceEncoder
-from semantic_router.encoders.openai import OpenAIEncoder
\ No newline at end of file
+from .base import BaseEncoder
+from .cohere import CohereEncoder
+from .huggingface import HuggingFaceEncoder
+from .openai import OpenAIEncoder
+
+__all__ = ["BaseEncoder", "CohereEncoder", "HuggingFaceEncoder", "OpenAIEncoder"]
diff --git a/semantic_router/layer.py b/semantic_router/layer.py
index 3894c745e3e03976486909cfbcc6fad9cc93c67b..089f2793703c4320b6c01f94764f16b2dbeaff41 100644
--- a/semantic_router/layer.py
+++ b/semantic_router/layer.py
@@ -93,7 +93,7 @@ class DecisionLayer:
decision: sum(scores) for decision, scores in scores_by_class.items()
}
top_class = max(total_scores, key=lambda x: total_scores[x], default=None)
-
+
# Return the top class and its associated scores
return str(top_class), scores_by_class.get(top_class, [])
diff --git a/semantic_router/schema.py b/semantic_router/schema.py
index 918bea2c28f408770db727a40d7d993e26d90351..439f232280e02eb26325d193f1e1ebab766af11a 100644
--- a/semantic_router/schema.py
+++ b/semantic_router/schema.py
@@ -1,11 +1,13 @@
from enum import Enum
+
from pydantic import BaseModel
from pydantic.dataclasses import dataclass
+
from semantic_router.encoders import (
BaseEncoder,
+ CohereEncoder,
HuggingFaceEncoder,
OpenAIEncoder,
- CohereEncoder,
)
@@ -14,11 +16,13 @@ class Decision(BaseModel):
utterances: list[str]
description: str | None = None
+
class EncoderType(Enum):
HUGGINGFACE = "huggingface"
OPENAI = "openai"
COHERE = "cohere"
+
@dataclass
class Encoder:
type: EncoderType
@@ -38,6 +42,7 @@ class Encoder:
def __call__(self, texts: list[str]) -> list[float]:
return self.model(texts)
+
@dataclass
class SemanticSpace:
id: str
@@ -49,4 +54,4 @@ class SemanticSpace:
self.decisions = decisions
def add(self, decision: Decision):
- self.decisions.append(decision)
\ No newline at end of file
+ self.decisions.append(decision)