exa: init pkg (#16553)

This commit is contained in:
Erick Friis
2024-01-24 20:57:17 -07:00
committed by GitHub
parent c4e9c9ca29
commit adc008407e
27 changed files with 1521 additions and 25 deletions

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@@ -2,6 +2,7 @@
from typing import Dict, List, Optional, Union
from langchain_core._api.deprecation import deprecated
from langchain_core.callbacks import (
AsyncCallbackManagerForToolRun,
CallbackManagerForToolRun,
@@ -11,6 +12,11 @@ from langchain_core.tools import BaseTool
from langchain_community.utilities.metaphor_search import MetaphorSearchAPIWrapper
@deprecated(
since="0.0.15",
removal="0.2.0",
alternative="langchain_exa.ExaSearchResults",
)
class MetaphorSearchResults(BaseTool):
"""Tool that queries the Metaphor Search API and gets back json."""

1
libs/partners/exa/.gitignore vendored Normal file
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__pycache__

21
libs/partners/exa/LICENSE Normal file
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MIT License
Copyright (c) 2023 LangChain, Inc.
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

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.PHONY: all format lint test tests integration_tests docker_tests help extended_tests
# Default target executed when no arguments are given to make.
all: help
# Define a variable for the test file path.
TEST_FILE ?= tests/unit_tests/
integration_tests: TEST_FILE=tests/integration_tests/
test integration_tests:
poetry run pytest $(TEST_FILE)
tests:
poetry run pytest $(TEST_FILE)
######################
# LINTING AND FORMATTING
######################
# Define a variable for Python and notebook files.
PYTHON_FILES=.
MYPY_CACHE=.mypy_cache
lint format: PYTHON_FILES=.
lint_diff format_diff: PYTHON_FILES=$(shell git diff --relative=libs/partners/exa --name-only --diff-filter=d master | grep -E '\.py$$|\.ipynb$$')
lint_package: PYTHON_FILES=langchain_exa
lint_tests: PYTHON_FILES=tests
lint_tests: MYPY_CACHE=.mypy_cache_test
lint lint_diff lint_package lint_tests:
poetry run ruff .
poetry run ruff format $(PYTHON_FILES) --diff
poetry run ruff --select I $(PYTHON_FILES)
mkdir $(MYPY_CACHE); poetry run mypy $(PYTHON_FILES) --cache-dir $(MYPY_CACHE)
format format_diff:
poetry run ruff format $(PYTHON_FILES)
poetry run ruff --select I --fix $(PYTHON_FILES)
spell_check:
poetry run codespell --toml pyproject.toml
spell_fix:
poetry run codespell --toml pyproject.toml -w
check_imports: $(shell find langchain_exa -name '*.py')
poetry run python ./scripts/check_imports.py $^
######################
# HELP
######################
help:
@echo '----'
@echo 'check_imports - check imports'
@echo 'format - run code formatters'
@echo 'lint - run linters'
@echo 'test - run unit tests'
@echo 'tests - run unit tests'
@echo 'test TEST_FILE=<test_file> - run all tests in file'

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@@ -0,0 +1 @@
# langchain-exa

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@@ -0,0 +1,12 @@
from exa_py.api import HighlightsContentsOptions, TextContentsOptions # type: ignore
from langchain_exa.retrievers import ExaSearchRetriever
from langchain_exa.tools import ExaFindSimilarResults, ExaSearchResults
__all__ = [
"ExaSearchResults",
"ExaSearchRetriever",
"HighlightsContentsOptions",
"TextContentsOptions",
"ExaFindSimilarResults",
]

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@@ -0,0 +1,18 @@
import os
from typing import Dict
from exa_py import Exa # type: ignore
from langchain_core.utils import convert_to_secret_str
def initialize_client(values: Dict) -> Dict:
"""Initialize the client."""
exa_api_key = values.get("exa_api_key") or os.environ.get("EXA_API_KEY") or ""
values["exa_api_key"] = convert_to_secret_str(exa_api_key)
args = {
"api_key": values["exa_api_key"].get_secret_value(),
}
if values.get("exa_base_url"):
args["base_url"] = values["exa_base_url"]
values["client"] = Exa(**args)
return values

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@@ -0,0 +1,91 @@
from typing import Any, Dict, List, Literal, Optional, Union
from exa_py import Exa # type: ignore
from exa_py.api import HighlightsContentsOptions, TextContentsOptions # type: ignore
from langchain_core.callbacks import CallbackManagerForRetrieverRun
from langchain_core.documents import Document
from langchain_core.pydantic_v1 import SecretStr, root_validator
from langchain_core.retrievers import BaseRetriever
from langchain_exa._utilities import initialize_client
def _get_metadata(result: Any) -> Dict[str, Any]:
"""Get the metadata from a result object."""
metadata = {
"title": result.title,
"url": result.url,
"id": result.id,
"score": result.score,
"published_date": result.published_date,
"author": result.author,
}
if getattr(result, "highlights"):
metadata["highlights"] = result.highlights
if getattr(result, "highlight_scores"):
metadata["highlight_scores"] = result.highlight_scores
return metadata
class ExaSearchRetriever(BaseRetriever):
"""Exa Search retriever."""
k: int = 10 # num_results
"""The number of search results to return."""
include_domains: Optional[List[str]] = None
"""A list of domains to include in the search."""
exclude_domains: Optional[List[str]] = None
"""A list of domains to exclude from the search."""
start_crawl_date: Optional[str] = None
"""The start date for the crawl (in YYYY-MM-DD format)."""
end_crawl_date: Optional[str] = None
"""The end date for the crawl (in YYYY-MM-DD format)."""
start_published_date: Optional[str] = None
"""The start date for when the document was published (in YYYY-MM-DD format)."""
end_published_date: Optional[str] = None
"""The end date for when the document was published (in YYYY-MM-DD format)."""
use_autoprompt: Optional[bool] = None
"""Whether to use autoprompt for the search."""
type: str = "neural"
"""The type of search, 'keyword' or 'neural'. Default: neural"""
highlights: Optional[Union[HighlightsContentsOptions, bool]] = None
"""Whether to set the page content to the highlights of the results."""
text_contents_options: Union[TextContentsOptions, Literal[True]] = True
"""How to set the page content of the results"""
client: Exa
exa_api_key: SecretStr
exa_base_url: Optional[str] = None
@root_validator(pre=True)
def validate_environment(cls, values: Dict) -> Dict:
"""Validate the environment."""
values = initialize_client(values)
return values
def _get_relevant_documents(
self, query: str, *, run_manager: CallbackManagerForRetrieverRun
) -> List[Document]:
response = self.client.search_and_contents(
query,
num_results=self.k,
text=self.text_contents_options,
highlights=self.highlights,
include_domains=self.include_domains,
exclude_domains=self.exclude_domains,
start_crawl_date=self.start_crawl_date,
end_crawl_date=self.end_crawl_date,
start_published_date=self.start_published_date,
end_published_date=self.end_published_date,
use_autoprompt=self.use_autoprompt,
)
results = response.results
return [
Document(
page_content=(result.text),
metadata=_get_metadata(result),
)
for result in results
]

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@@ -0,0 +1,120 @@
"""Tool for the Exa Search API."""
from typing import Dict, List, Optional, Union
from exa_py import Exa # type: ignore
from exa_py.api import HighlightsContentsOptions, TextContentsOptions # type: ignore
from langchain_core.callbacks import (
CallbackManagerForToolRun,
)
from langchain_core.pydantic_v1 import SecretStr, root_validator
from langchain_core.tools import BaseTool
from langchain_exa._utilities import initialize_client
class ExaSearchResults(BaseTool):
"""Tool that queries the Metaphor Search API and gets back json."""
name: str = "exa_search_results_json"
description: str = (
"A wrapper around Exa Search. "
"Input should be an Exa-optimized query. "
"Output is a JSON array of the query results"
)
client: Exa
exa_api_key: SecretStr
@root_validator(pre=True)
def validate_environment(cls, values: Dict) -> Dict:
"""Validate the environment."""
values = initialize_client(values)
return values
def _run(
self,
query: str,
num_results: int,
text_contents_options: Optional[Union[TextContentsOptions, bool]] = None,
highlights: Optional[Union[HighlightsContentsOptions, bool]] = None,
include_domains: Optional[List[str]] = None,
exclude_domains: Optional[List[str]] = None,
start_crawl_date: Optional[str] = None,
end_crawl_date: Optional[str] = None,
start_published_date: Optional[str] = None,
end_published_date: Optional[str] = None,
use_autoprompt: Optional[bool] = None,
run_manager: Optional[CallbackManagerForToolRun] = None,
) -> Union[List[Dict], str]:
"""Use the tool."""
try:
return self.client.search_and_contents(
query,
num_results=num_results,
text=text_contents_options,
highlights=highlights,
include_domains=include_domains,
exclude_domains=exclude_domains,
start_crawl_date=start_crawl_date,
end_crawl_date=end_crawl_date,
start_published_date=start_published_date,
end_published_date=end_published_date,
use_autoprompt=use_autoprompt,
)
except Exception as e:
return repr(e)
class ExaFindSimilarResults(BaseTool):
"""Tool that queries the Metaphor Search API and gets back json."""
name: str = "exa_find_similar_results_json"
description: str = (
"A wrapper around Exa Find Similar. "
"Input should be an Exa-optimized query. "
"Output is a JSON array of the query results"
)
client: Exa
exa_api_key: SecretStr
exa_base_url: Optional[str] = None
@root_validator(pre=True)
def validate_environment(cls, values: Dict) -> Dict:
"""Validate the environment."""
values = initialize_client(values)
return values
def _run(
self,
url: str,
num_results: int,
text_contents_options: Optional[Union[TextContentsOptions, bool]] = None,
highlights: Optional[Union[HighlightsContentsOptions, bool]] = None,
include_domains: Optional[List[str]] = None,
exclude_domains: Optional[List[str]] = None,
start_crawl_date: Optional[str] = None,
end_crawl_date: Optional[str] = None,
start_published_date: Optional[str] = None,
end_published_date: Optional[str] = None,
exclude_source_domain: Optional[bool] = None,
category: Optional[str] = None,
run_manager: Optional[CallbackManagerForToolRun] = None,
) -> Union[List[Dict], str]:
"""Use the tool."""
try:
return self.client.find_similar_and_contents(
url,
num_results=num_results,
text=text_contents_options,
highlights=highlights,
include_domains=include_domains,
exclude_domains=exclude_domains,
start_crawl_date=start_crawl_date,
end_crawl_date=end_crawl_date,
start_published_date=start_published_date,
end_published_date=end_published_date,
exclude_source_domain=exclude_source_domain,
category=category,
)
except Exception as e:
return repr(e)

853
libs/partners/exa/poetry.lock generated Normal file
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@@ -0,0 +1,853 @@
# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
[[package]]
name = "annotated-types"
version = "0.6.0"
description = "Reusable constraint types to use with typing.Annotated"
optional = false
python-versions = ">=3.8"
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[package.dependencies]
typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.9\""}
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typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
[package.extras]
doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
trio = ["trio (>=0.23)"]
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@@ -0,0 +1,95 @@
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authors = []
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repository = "https://github.com/langchain-ai/langchain"
license = "MIT"
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optional = true
[tool.poetry.group.dev.dependencies]
langchain-core = {path = "../../core", develop = true}
[tool.poetry.group.test_integration]
optional = true
[tool.poetry.group.test_integration.dependencies]
[tool.ruff]
select = [
"E", # pycodestyle
"F", # pyflakes
"I", # isort
]
[tool.mypy]
disallow_untyped_defs = "True"
[tool.coverage.run]
omit = [
"tests/*",
]
[build-system]
requires = ["poetry-core>=1.0.0"]
build-backend = "poetry.core.masonry.api"
[tool.pytest.ini_options]
# --strict-markers will raise errors on unknown marks.
# https://docs.pytest.org/en/7.1.x/how-to/mark.html#raising-errors-on-unknown-marks
#
# https://docs.pytest.org/en/7.1.x/reference/reference.html
# --strict-config any warnings encountered while parsing the `pytest`
# section of the configuration file raise errors.
#
# https://github.com/tophat/syrupy
# --snapshot-warn-unused Prints a warning on unused snapshots rather than fail the test suite.
addopts = "--snapshot-warn-unused --strict-markers --strict-config --durations=5"
# Registering custom markers.
# https://docs.pytest.org/en/7.1.x/example/markers.html#registering-markers
markers = [
"requires: mark tests as requiring a specific library",
"asyncio: mark tests as requiring asyncio",
"compile: mark placeholder test used to compile integration tests without running them",
]
asyncio_mode = "auto"

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import sys
import traceback
from importlib.machinery import SourceFileLoader
if __name__ == "__main__":
files = sys.argv[1:]
has_failure = False
for file in files:
try:
SourceFileLoader("x", file).load_module()
except Exception:
has_faillure = True
print(file)
traceback.print_exc()
print()
sys.exit(1 if has_failure else 0)

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#!/bin/bash
#
# This script searches for lines starting with "import pydantic" or "from pydantic"
# in tracked files within a Git repository.
#
# Usage: ./scripts/check_pydantic.sh /path/to/repository
# Check if a path argument is provided
if [ $# -ne 1 ]; then
echo "Usage: $0 /path/to/repository"
exit 1
fi
repository_path="$1"
# Search for lines matching the pattern within the specified repository
result=$(git -C "$repository_path" grep -E '^import pydantic|^from pydantic')
# Check if any matching lines were found
if [ -n "$result" ]; then
echo "ERROR: The following lines need to be updated:"
echo "$result"
echo "Please replace the code with an import from langchain_core.pydantic_v1."
echo "For example, replace 'from pydantic import BaseModel'"
echo "with 'from langchain_core.pydantic_v1 import BaseModel'"
exit 1
fi

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#!/bin/bash
set -eu
# Initialize a variable to keep track of errors
errors=0
# make sure not importing from langchain or langchain_experimental
git --no-pager grep '^from langchain\.' . && errors=$((errors+1))
git --no-pager grep '^from langchain_experimental\.' . && errors=$((errors+1))
# Decide on an exit status based on the errors
if [ "$errors" -gt 0 ]; then
exit 1
else
exit 0
fi

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import pytest
@pytest.mark.compile
def test_placeholder() -> None:
"""Used for compiling integration tests without running any real tests."""
pass

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from langchain_exa import ExaFindSimilarResults
def test_similarity_tool() -> None:
tool = ExaFindSimilarResults()
res = tool.invoke(
{
"url": "https://boutiquejapan.com/when-is-the-best-time-of-year-to-visit-japan/",
"num_results": 5,
}
)
print(res)
assert not isinstance(res, str) # str means error for this tool

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from langchain_core.documents import Document
from langchain_exa import ExaSearchRetriever
def test_exa_retriever() -> None:
retriever = ExaSearchRetriever()
res = retriever.invoke("best time to visit japan")
print(res)
assert len(res) == 10 # default k
assert isinstance(res, list)
assert isinstance(res[0], Document)
def test_exa_retriever_highlights() -> None:
retriever = ExaSearchRetriever(highlights=True)
res = retriever.invoke("best time to visit japan")
print(res)
assert isinstance(res, list)
assert isinstance(res[0], Document)
highlights = res[0].metadata["highlights"]
highlight_scores = res[0].metadata["highlight_scores"]
assert isinstance(highlights, list)
assert isinstance(highlight_scores, list)
assert isinstance(highlights[0], str)
assert isinstance(highlight_scores[0], float)

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from langchain_exa import ExaSearchResults
def test_search_tool() -> None:
tool = ExaSearchResults()
res = tool.invoke({"query": "best time to visit japan", "num_results": 5})
print(res)
assert not isinstance(res, str) # str means error for this tool\

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from langchain_exa import __all__
EXPECTED_ALL = [
"ExaSearchResults",
"ExaSearchRetriever",
"HighlightsContentsOptions",
"TextContentsOptions",
"ExaFindSimilarResults",
]
def test_all_imports() -> None:
assert sorted(EXPECTED_ALL) == sorted(__all__)