Merge branch 'main' into hotfix/improve-async-logging

Merge pull request #950 from crewAIInc/conditional-task-f
conditional task feat
2025-12-24 00:08:29 +00:00 · 2024-07-17 11:17:23 -04:00 · 2024-07-17 11:08:06 -04:00 · 2024-07-17 10:10:34 -04:00 · 2024-07-17 05:54:13 -03:00
12 changed files with 5647 additions and 916 deletions
--- a/poetry.lock
+++ b/poetry.lock
@@ -280,6 +280,17 @@ files = [
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 ]

+[[package]]
+name = "backports-strenum"
+version = "1.3.1"
+description = "Base class for creating enumerated constants that are also subclasses of str"
+optional = false
+python-versions = ">=3.8.6,<3.11"
+files = [
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+]
+
 [[package]]
 name = "bcrypt"
 version = "4.1.3"
@@ -343,17 +354,17 @@ lxml = ["lxml"]

 [[package]]
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-version = "1.34.140"
+version = "1.34.144"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"

@@ -362,13 +373,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]

 [[package]]
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-version = "1.34.140"
+version = "1.34.144"
 description = "Low-level, data-driven core of boto 3."
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 [package.dependencies]
@@ -406,13 +417,13 @@ virtualenv = ["virtualenv (>=20.0.35)"]

 [[package]]
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-version = "5.3.3"
+version = "5.4.0"
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 [[package]]
@@ -721,13 +732,13 @@ uvicorn = {version = ">=0.18.3", extras = ["standard"]}

 [[package]]
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+version = "10.5.4"
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 [package.dependencies]
@@ -747,13 +758,13 @@ all = ["pycocotools (==2.0.6)"]

 [[package]]
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 [package.dependencies]
@@ -778,13 +789,13 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}

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 [package.dependencies]
@@ -1118,13 +1129,13 @@ youtube = ["youtube-transcript-api (>=0.6.1,<0.7.0)", "yt_dlp (>=2023.11.14,<202

 [[package]]
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@@ -1132,13 +1143,13 @@ test = ["pytest (>=6)"]

 [[package]]
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+version = "0.111.1"
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 [package.dependencies]
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 uvicorn = {version = ">=0.12.0", extras = ["standard"]}

 [package.extras]
@@ -1176,42 +1185,42 @@ standard = ["fastapi", "uvicorn[standard] (>=0.15.0)"]

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 ]

 [package.extras]
@@ -1422,13 +1431,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]

 [[package]]
 name = "google-auth"
-version = "2.31.0"
+version = "2.32.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]

 [package.dependencies]
@@ -1445,13 +1454,13 @@ requests = ["requests (>=2.20.0,<3.0.0.dev0)"]

 [[package]]
 name = "google-cloud-aiplatform"
-version = "1.58.0"
+version = "1.59.0"
 description = "Vertex AI API client library"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]

 [package.dependencies]
@@ -1462,7 +1471,7 @@ google-cloud-bigquery = ">=1.15.0,<3.20.0 || >3.20.0,<4.0.0dev"
 google-cloud-resource-manager = ">=1.3.3,<3.0.0dev"
 google-cloud-storage = ">=1.32.0,<3.0.0dev"
 packaging = ">=14.3"
-proto-plus = ">=1.22.0,<2.0.0dev"
+proto-plus = ">=1.22.3,<2.0.0dev"
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
 pydantic = "<3"
 shapely = "<3.0.0dev"
@@ -1542,13 +1551,13 @@ grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]

 [[package]]
 name = "google-cloud-resource-manager"
-version = "1.12.3"
+version = "1.12.4"
 description = "Google Cloud Resource Manager API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-resource-manager-1.12.3.tar.gz", hash = "sha256:809851824119834e4f2310b2c4f38621c1d16b2bb14d5b9f132e69c79d355e7f"},
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+    {file = "google-cloud-resource-manager-1.12.4.tar.gz", hash = "sha256:3eda914a925e92465ef80faaab7e0f7a9312d486dd4e123d2c76e04bac688ff0"},
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 ]

 [package.dependencies]
@@ -1556,7 +1565,7 @@ google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extr
 google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0dev"
 grpc-google-iam-v1 = ">=0.12.4,<1.0.0dev"
 proto-plus = ">=1.22.3,<2.0.0dev"
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
+protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0dev"

 [[package]]
 name = "google-cloud-storage"
@@ -1785,16 +1794,17 @@ test = ["objgraph", "psutil"]

 [[package]]
 name = "griffe"
-version = "0.47.0"
+version = "0.48.0"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "griffe-0.48.0-py3-none-any.whl", hash = "sha256:f944c6ff7bd31cf76f264adcd6ab8f3d00a2f972ae5cc8db2d7b6dcffeff65a2"},
+    {file = "griffe-0.48.0.tar.gz", hash = "sha256:f099461c02f016b6be4af386d5aa92b01fb4efe6c1c2c360dda9a5d0a863bb7f"},
 ]

 [package.dependencies]
+backports-strenum = {version = ">=1.3", markers = "python_version < \"3.11\""}
 colorama = ">=0.4"

 [[package]]
@@ -2004,13 +2014,13 @@ files = [

 [[package]]
 name = "huggingface-hub"
-version = "0.23.4"
+version = "0.23.5"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "huggingface_hub-0.23.4-py3-none-any.whl", hash = "sha256:3a0b957aa87150addf0cc7bd71b4d954b78e749850e1e7fb29ebbd2db64ca037"},
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+    {file = "huggingface_hub-0.23.5-py3-none-any.whl", hash = "sha256:d7a7d337615e11a45cc14a0ce5a605db6b038dc24af42866f731684825226e90"},
+    {file = "huggingface_hub-0.23.5.tar.gz", hash = "sha256:67a9caba79b71235be3752852ca27da86bd54311d2424ca8afdb8dda056edf98"},
 ]

 [package.dependencies]
@@ -2284,13 +2294,13 @@ files = [

 [[package]]
 name = "json-repair"
-version = "0.25.2"
+version = "0.25.3"
 description = "A package to repair broken json strings"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "json_repair-0.25.2-py3-none-any.whl", hash = "sha256:51d67295c3184b6c41a3572689661c6128cef6cfc9fb04db63130709adfc5bf0"},
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+    {file = "json_repair-0.25.3-py3-none-any.whl", hash = "sha256:f00b510dd21b31ebe72581bdb07e66381df2883d6f640c89605e482882c12b17"},
+    {file = "json_repair-0.25.3.tar.gz", hash = "sha256:4ee970581a05b0b258b749eb8bcac21de380edda97c3717a4edfafc519ec21a4"},
 ]

 [[package]]
@@ -2390,19 +2400,19 @@ tests = ["aiohttp", "duckdb", "pandas (>=1.4)", "polars (>=0.19)", "pytest", "py

 [[package]]
 name = "langchain"
-version = "0.2.6"
+version = "0.2.8"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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+    {file = "langchain-0.2.8-py3-none-any.whl", hash = "sha256:53e7dfe50294a14200f33bec22b4e14cb63857ccf0a5500b0d18b0fd51285d58"},
+    {file = "langchain-0.2.8.tar.gz", hash = "sha256:7fecb309e3558cde4e5cf7e9ffb7c1ab3f07121c40a7ff3b0c27135f8120c296"},
 ]

 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
-langchain-core = ">=0.2.10,<0.3.0"
+langchain-core = ">=0.2.19,<0.3.0"
 langchain-text-splitters = ">=0.2.0,<0.3.0"
 langsmith = ">=0.1.17,<0.2.0"
 numpy = [
@@ -2417,35 +2427,41 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"

 [[package]]
 name = "langchain-cohere"
-version = "0.1.8"
+version = "0.1.9"
 description = "An integration package connecting Cohere and LangChain"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_cohere-0.1.8-py3-none-any.whl", hash = "sha256:d3ef73d5050513ff3ca0f07c8f3f73b7773eec182312aae92138d3a0ad33e631"},
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+    {file = "langchain_cohere-0.1.9-py3-none-any.whl", hash = "sha256:96d6a15125797319474ac84b54024e5024f3f5fc45032ebf228d95d6998c9b13"},
+    {file = "langchain_cohere-0.1.9.tar.gz", hash = "sha256:549620d23bc3d77f62d1045787095fe2c1cfa233dba69455139f9a2f65f952fa"},
 ]

 [package.dependencies]
 cohere = ">=5.5.6,<6.0"
-langchain-core = ">=0.2.0,<0.3"
+langchain-core = ">=0.2.2,<0.3"
+langchain-experimental = ">=0.0.6"
+pandas = ">=1.4.3"
+tabulate = ">=0.9.0,<0.10.0"
+
+[package.extras]
+langchain-community = ["langchain-community (>=0.2.4)"]

 [[package]]
 name = "langchain-community"
-version = "0.2.6"
+version = "0.2.7"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_community-0.2.6-py3-none-any.whl", hash = "sha256:758cc800acfe5dd396bf8ba1b57c4792639ead0eab48ed0367f0732ec6ee1f68"},
-    {file = "langchain_community-0.2.6.tar.gz", hash = "sha256:40ce09a50ed798aa651ddb34c8978200fa8589b9813c7a28ce8af027bbf249f0"},
+    {file = "langchain_community-0.2.7-py3-none-any.whl", hash = "sha256:c236e74249ab68a318c94c95327cbe75a76489b61f7bf93f14117d9233ce70b1"},
+    {file = "langchain_community-0.2.7.tar.gz", hash = "sha256:f52659dbb8a8f0c011cc7d634247686d11d768843cc3e5fe9e6f52321cde82c0"},
 ]

 [package.dependencies]
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 dataclasses-json = ">=0.5.7,<0.7"
-langchain = ">=0.2.6,<0.3.0"
-langchain-core = ">=0.2.10,<0.3.0"
+langchain = ">=0.2.7,<0.3.0"
+langchain-core = ">=0.2.12,<0.3.0"
 langsmith = ">=0.1.0,<0.2.0"
 numpy = [
    {version = ">=1,<2", markers = "python_version < \"3.12\""},
@@ -2458,13 +2474,13 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"

 [[package]]
 name = "langchain-core"
-version = "0.2.11"
+version = "0.2.20"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_core-0.2.11-py3-none-any.whl", hash = "sha256:c7ca4dc4d88e3c69fd7916c95a7027c2b1a11c2db5a51141c3ceb8afac212208"},
-    {file = "langchain_core-0.2.11.tar.gz", hash = "sha256:7a4661b50604eeb20c3373fbfd8a4f1b74482a6ab4e0f9df11e96821ead8ef0c"},
+    {file = "langchain_core-0.2.20-py3-none-any.whl", hash = "sha256:16cc4da6f7ebf33accea7af45a70480733dc852ab291030fb6924865bd7caf76"},
+    {file = "langchain_core-0.2.20.tar.gz", hash = "sha256:a66c439e085d8c75f822f7650a5551d17bada4003521173c763d875d949e4ed5"},
 ]

 [package.dependencies]
@@ -2478,19 +2494,34 @@ pydantic = [
 PyYAML = ">=5.3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"

+[[package]]
+name = "langchain-experimental"
+version = "0.0.62"
+description = "Building applications with LLMs through composability"
+optional = false
+python-versions = "<4.0,>=3.8.1"
+files = [
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+    {file = "langchain_experimental-0.0.62.tar.gz", hash = "sha256:9737fbc8429d24457ea4d368e3c9ba9ed1cace0564fb5f1a96a3027a588bd0ac"},
+]
+
+[package.dependencies]
+langchain-community = ">=0.2.6,<0.3.0"
+langchain-core = ">=0.2.10,<0.3.0"
+
 [[package]]
 name = "langchain-openai"
-version = "0.1.14"
+version = "0.1.16"
 description = "An integration package connecting OpenAI and LangChain"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_openai-0.1.14-py3-none-any.whl", hash = "sha256:fcd34cc5b5713798908a5828d364b4426e3b1afccbd564d344e5477acb86634a"},
-    {file = "langchain_openai-0.1.14.tar.gz", hash = "sha256:1f13d6041e8bedddf6eb47ccad7416e05af38fa169324f7f1bdf4f385780f8d8"},
+    {file = "langchain_openai-0.1.16-py3-none-any.whl", hash = "sha256:bff90e9d0be786495920a7851ae4d55247fb084d3a11d1b15bfe91904ce1cb0f"},
+    {file = "langchain_openai-0.1.16.tar.gz", hash = "sha256:3dedcc785a64a488ad6a313cc59b0dccea025d27413b55cec73a20dcf3ded4da"},
 ]

 [package.dependencies]
-langchain-core = ">=0.2.2,<0.3"
+langchain-core = ">=0.2.17,<0.3.0"
 openai = ">=1.32.0,<2.0.0"
 tiktoken = ">=0.7,<1"

@@ -2510,13 +2541,13 @@ langchain-core = ">=0.2.10,<0.3.0"

 [[package]]
 name = "langsmith"
-version = "0.1.84"
+version = "0.1.88"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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 [[package]]
--- a/src/crewai/agents/executor.py
+++ b/src/crewai/agents/executor.py
@@ -242,6 +242,8 @@ class CrewAgentExecutor(AgentExecutor, CrewAgentExecutorMixin):
            else:
                if tool_calling.tool_name.casefold().strip() in [
                    name.casefold().strip() for name in name_to_tool_map
+                ] or tool_calling.tool_name.casefold().replace("_", " ") in [
+                    name.casefold().strip() for name in name_to_tool_map
                ]:
                    observation = tool_usage.use(tool_calling, agent_action.log)
                else:
--- a/src/crewai/crew.py
+++ b/src/crewai/crew.py
@@ -657,6 +657,7 @@ class Crew(BaseModel):
                context = self._get_context(
                    task, [last_sync_output] if last_sync_output else []
                )
+                self._log_task_start(task, agent_to_use.role)
                future = task.execute_async(
                    agent=agent_to_use,
                    context=context,
@@ -669,6 +670,7 @@ class Crew(BaseModel):
                    futures.clear()

                context = self._get_context(task, task_outputs)
+                self._log_task_start(task, agent_to_use.role)
                task_output = task.execute_sync(
                    agent=agent_to_use,
                    context=context,
@@ -741,9 +743,8 @@ class Crew(BaseModel):
                    # Add the new tool
                    task.tools.append(new_tool)

-    def _log_task_start(self, task: Task, agent: Optional[BaseAgent]):
+    def _log_task_start(self, task: Task, role: str = "None"):
        color = self._logging_color
-        role = agent.role if agent else "None"
        self._logger.log("debug", f"== Working Agent: {role}", color=color)
        self._logger.log("info", f"== Starting Task: {task.description}", color=color)
        if self.output_log_file:
@@ -792,7 +793,7 @@ class Crew(BaseModel):
        futures: List[Tuple[Task, Future[TaskOutput], int]],
        was_replayed: bool = False,
    ) -> List[TaskOutput]:
-        task_outputs = []
+        task_outputs: List[TaskOutput] = []
        for future_task, future, task_index in futures:
            task_output = future.result()
            task_outputs.append(task_output)
--- a/src/crewai/task.py
+++ b/src/crewai/task.py
@@ -8,7 +8,6 @@ from copy import copy
 from hashlib import md5
 from typing import Any, Dict, List, Optional, Tuple, Type, Union

-
 from langchain_openai import ChatOpenAI
 from opentelemetry.trace import Span
 from pydantic import UUID4, BaseModel, Field, field_validator, model_validator
@@ -255,9 +254,7 @@ class Task(BaseModel):
            content = (
                json_output
                if json_output
-                else pydantic_output.model_dump_json()
-                if pydantic_output
-                else result
+                else pydantic_output.model_dump_json() if pydantic_output else result
            )
            self._save_file(content)

--- a/src/crewai/utilities/converter.py
+++ b/src/crewai/utilities/converter.py
@@ -38,10 +38,10 @@ class Converter(OutputConverter):
                return self._create_instructor().to_json()
            else:
                return json.dumps(self._create_chain().invoke({}).model_dump())
-        except Exception:
+        except Exception as e:
            if current_attempt < self.max_attempts:
                return self.to_json(current_attempt + 1)
-            return ConverterError("Failed to convert text into JSON.")
+            return ConverterError(f"Failed to convert text into JSON, error: {e}.")

    def _create_instructor(self):
        """Create an instructor."""
--- a/src/crewai/utilities/crew_pydantic_output_parser.py
+++ b/src/crewai/utilities/crew_pydantic_output_parser.py
@@ -17,6 +17,16 @@ class CrewPydanticOutputParser(PydanticOutputParser):

    def parse_result(self, result: List[Generation], *, partial: bool = False) -> Any:
        result[0].text = self._transform_in_valid_json(result[0].text)
+
+        # Treating edge case of function calling llm returning the name instead of tool_name
+        json_object = json.loads(result[0].text)
+        json_object["tool_name"] = (
+            json_object["name"]
+            if "tool_name" not in json_object
+            else json_object["tool_name"]
+        )
+        result[0].text = json.dumps(json_object)
+
        json_object = super().parse_result(result)
        try:
            return self.pydantic_object.parse_obj(json_object)
--- a/tests/cassettes/test_crew_does_not_interpolate_without_inputs.yaml
+++ b/tests/cassettes/test_crew_does_not_interpolate_without_inputs.yaml
--- a/tests/cassettes/test_json_property_without_output_json.yaml
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--- a/tests/crew_test.py
+++ b/tests/crew_test.py
@@ -1358,6 +1358,7 @@ def test_crew_inputs_interpolate_both_agents_and_tasks_diff():
                interpolate_task_inputs.assert_called()


+@pytest.mark.vcr(filter_headers=["authorization"])
 def test_crew_does_not_interpolate_without_inputs():
    from unittest.mock import patch

@@ -2000,6 +2001,7 @@ def test_replay_task_with_context():
        db_handler.reset()


+@pytest.mark.vcr(filter_headers=["authorization"])
 def test_replay_from_task_with_context():
    agent = Agent(role="test_agent", backstory="Test Description", goal="Test Goal")
    task1 = Task(
@@ -2117,6 +2119,7 @@ def test_replay_with_invalid_task_id():
            crew.replay_from_task("bf5b09c9-69bd-4eb8-be12-f9e5bae31c2d")


+@pytest.mark.vcr(filter_headers=["authorization"])
@patch.object(Crew, "_interpolate_inputs")
 def test_replay_interpolates_inputs_properly(mock_interpolate_inputs):
    agent = Agent(role="test_agent", backstory="Test Description", goal="Test Goal")
--- a/tests/task_test.py
+++ b/tests/task_test.py
@@ -318,6 +318,7 @@ def test_output_json_hierarchical():
    assert result.to_dict() == {"score": 4}


+@pytest.mark.vcr(filter_headers=["authorization"])
 def test_json_property_without_output_json():
    class ScoreOutput(BaseModel):
        score: int
@@ -398,8 +399,8 @@ def test_output_json_dict_hierarchical():
        manager_llm=ChatOpenAI(model="gpt-4o"),
    )
    result = crew.kickoff()
-    assert {"score": 4} == result.json_dict
-    assert result.to_dict() == {"score": 4}
+    assert {"score": 5} == result.json_dict
+    assert result.to_dict() == {"score": 5}


@pytest.mark.vcr(filter_headers=["authorization"])
Author	SHA1	Message	Date
Brandon Hancock	cbf5d548be	Merge branch 'main' into hotfix/improve-async-logging	2024-07-17 11:17:23 -04:00
Brandon Hancock (bhancock_ai)	dc4911b1ca	Merge pull request #950 from crewAIInc/conditional-task-f conditional task feat	2024-07-17 11:08:06 -04:00
Brandon Hancock	a7a2dfd296	Fix logging	2024-07-17 10:10:34 -04:00
João Moura	7baaeacac3	Adding better support for open source tool calling models (#952 ) * Adding better support for open source tool calling models * making sure the right tool is called * fixing tests * better support opensource models	2024-07-17 05:54:13 -03:00