core, community: deprecate tool.__call__

libs/community/tests/integration_tests/tools/edenai/test_audio_speech_to_text.py

@@ -15,7 +15,7 @@ def test_edenai_call() -> None:
     """Test simple call to edenai's speech to text endpoint."""
     speech2text = EdenAiSpeechToTextTool(providers=["amazon"])
 
-    output = speech2text(
+    output = speech2text.invoke(
         "https://audio-samples.github.io/samples/mp3/blizzard_unconditional/sample-0.mp3"
     )
 

libs/community/tests/integration_tests/tools/edenai/test_audio_text_to_speech.py

@@ -19,7 +19,7 @@ def test_edenai_call() -> None:
         providers=["amazon"], language="en", voice="MALE"
     )
 
-    output = text2speech("hello")
+    output = text2speech.invoke("hello")
     parsed_url = urlparse(output)
 
     assert text2speech.name == "edenai_text_to_speech"

libs/community/tests/integration_tests/tools/edenai/test_image_explicitcontent.py

@@ -15,7 +15,7 @@ def test_edenai_call() -> None:
     """Test simple call to edenai's image moderation endpoint."""
     image_moderation = EdenAiExplicitImageTool(providers=["amazon"])
 
-    output = image_moderation("https://static.javatpoint.com/images/objects.jpg")
+    output = image_moderation.invoke("https://static.javatpoint.com/images/objects.jpg")
 
     assert image_moderation.name == "edenai_image_explicit_content_detection"
     assert image_moderation.feature == "image"

libs/community/tests/integration_tests/tools/edenai/test_image_objectdetection.py

@@ -15,7 +15,7 @@ def test_edenai_call() -> None:
     """Test simple call to edenai's object detection endpoint."""
     object_detection = EdenAiObjectDetectionTool(providers=["google"])
 
-    output = object_detection("https://static.javatpoint.com/images/objects.jpg")
+    output = object_detection.invoke("https://static.javatpoint.com/images/objects.jpg")
 
     assert object_detection.name == "edenai_object_detection"
     assert object_detection.feature == "image"

libs/community/tests/integration_tests/tools/edenai/test_ocr_identityparser.py

@@ -15,7 +15,7 @@ def test_edenai_call() -> None:
     """Test simple call to edenai's identity parser endpoint."""
     id_parser = EdenAiParsingIDTool(providers=["amazon"], language="en")
 
-    output = id_parser(
+    output = id_parser.invoke(
         "https://www.citizencard.com/images/citizencard-uk-id-card-2023.jpg"
     )
 

libs/community/tests/integration_tests/tools/edenai/test_ocr_invoiceparser.py

@@ -15,7 +15,9 @@ def test_edenai_call() -> None:
     """Test simple call to edenai's invoice parser endpoint."""
     invoice_parser = EdenAiParsingInvoiceTool(providers=["amazon"], language="en")
 
-    output = invoice_parser("https://app.edenai.run/assets/img/data_1.72e3bdcc.png")
+    output = invoice_parser.invoke(
+        "https://app.edenai.run/assets/img/data_1.72e3bdcc.png"
+    )
 
     assert invoice_parser.name == "edenai_invoice_parsing"
     assert invoice_parser.feature == "ocr"

libs/community/tests/integration_tests/tools/edenai/test_text_moderation.py

@@ -16,7 +16,7 @@ def test_edenai_call() -> None:
 
     text_moderation = EdenAiTextModerationTool(providers=["openai"], language="en")
 
-    output = text_moderation("i hate you")
+    output = text_moderation.invoke("i hate you")
 
     assert text_moderation.name == "edenai_explicit_content_detection_text"
     assert text_moderation.feature == "text"

libs/community/tests/integration_tests/utilities/test_arxiv.py

@@ -151,7 +151,7 @@ def _load_arxiv_from_universal_entry(**kwargs: Any) -> BaseTool:
 
 def test_load_arxiv_from_universal_entry() -> None:
     arxiv_tool = _load_arxiv_from_universal_entry()
-    output = arxiv_tool("Caprice Stanley")
+    output = arxiv_tool.invoke("Caprice Stanley")
     assert (
         "On Mixing Behavior of a Family of Random Walks" in output
     ), "failed to fetch a valid result"

libs/community/tests/integration_tests/utilities/test_duckduckdgo_search_api.py

@@ -20,7 +20,7 @@ def ddg_installed() -> bool:
 def test_ddg_search_tool() -> None:
     keywords = "Bella Ciao"
     tool = DuckDuckGoSearchRun()
-    result = tool(keywords)
+    result = tool.invoke(keywords)
     print(result)  # noqa: T201
     assert len(result.split()) > 20
 
@@ -29,6 +29,6 @@ def test_ddg_search_tool() -> None:
 def test_ddg_search_news_tool() -> None:
     keywords = "Tesla"
     tool = DuckDuckGoSearchResults(source="news")
-    result = tool(keywords)
+    result = tool.invoke(keywords)
     print(result)  # noqa: T201
     assert len(result.split()) > 20

libs/community/tests/integration_tests/utilities/test_pubmed.py

@@ -147,7 +147,7 @@ def test_load_pupmed_from_universal_entry() -> None:
         "Examining the Validity of ChatGPT in Identifying "
         "Relevant Nephrology Literature"
     )
-    output = pubmed_tool(search_string)
+    output = pubmed_tool.invoke(search_string)
     test_string = (
         "Examining the Validity of ChatGPT in Identifying "
         "Relevant Nephrology Literature: Findings and Implications"

libs/community/tests/unit_tests/tools/eden_ai/test_tools.py

@@ -100,6 +100,6 @@ def test_parse_response_format(mock_post: MagicMock) -> None:
     ]
     mock_post.return_value = mock_response
 
-    result = tool("some query")
+    result = tool.invoke("some query")
 
     assert result == 'nsfw_likelihood: 5\n"offensive": 4\n"hate_speech": 5'

libs/core/langchain_core/tools.py

@@ -29,6 +29,7 @@
 from inspect import signature
 from typing import Any, Awaitable, Callable, Dict, List, Optional, Tuple, Type, Union
 
+from langchain_core._api import deprecated
 from langchain_core.callbacks import (
     AsyncCallbackManager,
     AsyncCallbackManagerForToolRun,
@@ -559,6 +560,7 @@ async def arun(
             )
             return observation
 
+    @deprecated("0.1.47", alternative="invoke", removal="0.3.0")
     def __call__(self, tool_input: str, callbacks: Callbacks = None) -> str:
         """Make tool callable."""
         return self.run(tool_input, callbacks=callbacks)

libs/core/tests/unit_tests/test_tools.py

@@ -39,7 +39,7 @@ def search_api(query: str) -> str:
     assert isinstance(search_api, BaseTool)
     assert search_api.name == "search_api"
     assert not search_api.return_direct
-    assert search_api("test") == "API result"
+    assert search_api.invoke("test") == "API result"
 
 
 class _MockSchema(BaseModel):
@@ -562,7 +562,7 @@ def search_api(query: str) -> str:
 def test_create_tool_positional_args() -> None:
     """Test that positional arguments are allowed."""
     test_tool = Tool("test_name", lambda x: x, "test_description")
-    assert test_tool("foo") == "foo"
+    assert test_tool.invoke("foo") == "foo"
     assert test_tool.name == "test_name"
     assert test_tool.description == "test_description"
     assert test_tool.is_single_input
@@ -572,7 +572,7 @@ def test_create_tool_keyword_args() -> None:
     """Test that keyword arguments are allowed."""
     test_tool = Tool(name="test_name", func=lambda x: x, description="test_description")
     assert test_tool.is_single_input
-    assert test_tool("foo") == "foo"
+    assert test_tool.invoke("foo") == "foo"
     assert test_tool.name == "test_name"
     assert test_tool.description == "test_description"
 
@@ -590,7 +590,7 @@ async def _test_func(x: str) -> str:
         coroutine=_test_func,
     )
     assert test_tool.is_single_input
-    assert test_tool("foo") == "foo"
+    assert test_tool.invoke("foo") == "foo"
     assert test_tool.name == "test_name"
     assert test_tool.description == "test_description"
     assert test_tool.coroutine is not None