mirror of
https://github.com/crewAIInc/crewAI.git
synced 2026-02-02 03:58:13 +00:00
Compare commits
7 Commits
0.134.0
...
lg-fix-env
| Author | SHA1 | Date | |
|---|---|---|---|
|
|
714d9d01a1 | ||
|
|
b09796cd3f | ||
|
|
0ff0257d98 | ||
|
|
e0b46492fa | ||
|
|
ece13fbda0 | ||
|
|
94a62d84e1 | ||
|
|
cdf8388b18 |
@@ -285,13 +285,13 @@ Watch this video tutorial for a step-by-step demonstration of deploying your cre
|
||||
|
||||
### 11. API Keys
|
||||
|
||||
When running ```crewai create crew``` command, the CLI will first show you the top 5 most common LLM providers and ask you to select one.
|
||||
When running ```crewai create crew``` command, the CLI will show you a list of available LLM providers to choose from, followed by model selection for your chosen provider.
|
||||
|
||||
Once you've selected an LLM provider, you will be prompted for API keys.
|
||||
Once you've selected an LLM provider and model, you will be prompted for API keys.
|
||||
|
||||
#### Initial API key providers
|
||||
#### Available LLM Providers
|
||||
|
||||
The CLI will initially prompt for API keys for the following services:
|
||||
Here's a list of the most popular LLM providers suggested by the CLI:
|
||||
|
||||
* OpenAI
|
||||
* Groq
|
||||
@@ -299,17 +299,14 @@ The CLI will initially prompt for API keys for the following services:
|
||||
* Google Gemini
|
||||
* SambaNova
|
||||
|
||||
When you select a provider, the CLI will prompt you to enter your API key.
|
||||
When you select a provider, the CLI will then show you available models for that provider and prompt you to enter your API key.
|
||||
|
||||
#### Other Options
|
||||
|
||||
If you select option 6, you will be able to select from a list of LiteLLM supported providers.
|
||||
If you select "other", you will be able to select from a list of LiteLLM supported providers.
|
||||
|
||||
When you select a provider, the CLI will prompt you to enter the Key name and the API key.
|
||||
|
||||
See the following link for each provider's key name:
|
||||
|
||||
* [LiteLLM Providers](https://docs.litellm.ai/docs/providers)
|
||||
|
||||
|
||||
|
||||
|
||||
@@ -684,6 +684,28 @@ In this section, you'll find detailed examples that help you select, configure,
|
||||
- openrouter/deepseek/deepseek-chat
|
||||
</Info>
|
||||
</Accordion>
|
||||
|
||||
<Accordion title="Nebius AI Studio">
|
||||
Set the following environment variables in your `.env` file:
|
||||
```toml Code
|
||||
NEBIUS_API_KEY=<your-api-key>
|
||||
```
|
||||
|
||||
Example usage in your CrewAI project:
|
||||
```python Code
|
||||
llm = LLM(
|
||||
model="nebius/Qwen/Qwen3-30B-A3B"
|
||||
)
|
||||
```
|
||||
|
||||
<Info>
|
||||
Nebius AI Studio features:
|
||||
- Large collection of open source models
|
||||
- Higher rate limits
|
||||
- Competitive pricing
|
||||
- Good balance of speed and quality
|
||||
</Info>
|
||||
</Accordion>
|
||||
</AccordionGroup>
|
||||
|
||||
## Streaming Responses
|
||||
|
||||
@@ -34,6 +34,7 @@ LiteLLM supports a wide range of providers, including but not limited to:
|
||||
- DeepInfra
|
||||
- Groq
|
||||
- SambaNova
|
||||
- Nebius AI Studio
|
||||
- [NVIDIA NIMs](https://docs.api.nvidia.com/nim/reference/models-1)
|
||||
- And many more!
|
||||
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
[project]
|
||||
name = "crewai"
|
||||
version = "0.134.0"
|
||||
dynamic = ["version"]
|
||||
description = "Cutting-edge framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks."
|
||||
readme = "README.md"
|
||||
requires-python = ">=3.10,<3.14"
|
||||
@@ -117,6 +117,9 @@ torchvision = [
|
||||
{ index = "pytorch", marker = "python_version < '3.13'" },
|
||||
]
|
||||
|
||||
[tool.hatch.version]
|
||||
path = "src/crewai/__init__.py"
|
||||
|
||||
[build-system]
|
||||
requires = ["hatchling"]
|
||||
build-backend = "hatchling.build"
|
||||
|
||||
@@ -31,4 +31,5 @@ __all__ = [
|
||||
"Knowledge",
|
||||
"TaskOutput",
|
||||
"LLMGuardrail",
|
||||
"__version__",
|
||||
]
|
||||
|
||||
@@ -5,8 +5,6 @@ from typing import Any, Dict
|
||||
import requests
|
||||
from rich.console import Console
|
||||
|
||||
from crewai.cli.tools.main import ToolCommand
|
||||
|
||||
from .constants import AUTH0_AUDIENCE, AUTH0_CLIENT_ID, AUTH0_DOMAIN
|
||||
from .utils import TokenManager, validate_token
|
||||
|
||||
@@ -67,6 +65,7 @@ class AuthenticationCommand:
|
||||
self.token_manager.save_tokens(token_data["access_token"], expires_in)
|
||||
|
||||
try:
|
||||
from crewai.cli.tools.main import ToolCommand
|
||||
ToolCommand().login()
|
||||
except Exception:
|
||||
console.print(
|
||||
|
||||
@@ -14,8 +14,50 @@ from crewai.cli.utils import copy_template, load_env_vars, write_env_file
|
||||
|
||||
|
||||
def create_folder_structure(name, parent_folder=None):
|
||||
import keyword
|
||||
import re
|
||||
|
||||
name = name.rstrip('/')
|
||||
|
||||
if not name.strip():
|
||||
raise ValueError("Project name cannot be empty or contain only whitespace")
|
||||
|
||||
folder_name = name.replace(" ", "_").replace("-", "_").lower()
|
||||
folder_name = re.sub(r'[^a-zA-Z0-9_]', '', folder_name)
|
||||
|
||||
# Check if the name starts with invalid characters or is primarily invalid
|
||||
if re.match(r'^[^a-zA-Z0-9_-]+', name):
|
||||
raise ValueError(f"Project name '{name}' contains no valid characters for a Python module name")
|
||||
|
||||
if not folder_name:
|
||||
raise ValueError(f"Project name '{name}' contains no valid characters for a Python module name")
|
||||
|
||||
if folder_name[0].isdigit():
|
||||
raise ValueError(f"Project name '{name}' would generate folder name '{folder_name}' which cannot start with a digit (invalid Python module name)")
|
||||
|
||||
if keyword.iskeyword(folder_name):
|
||||
raise ValueError(f"Project name '{name}' would generate folder name '{folder_name}' which is a reserved Python keyword")
|
||||
|
||||
if not folder_name.isidentifier():
|
||||
raise ValueError(f"Project name '{name}' would generate invalid Python module name '{folder_name}'")
|
||||
|
||||
class_name = name.replace("_", " ").replace("-", " ").title().replace(" ", "")
|
||||
|
||||
class_name = re.sub(r'[^a-zA-Z0-9_]', '', class_name)
|
||||
|
||||
if not class_name:
|
||||
raise ValueError(f"Project name '{name}' contains no valid characters for a Python class name")
|
||||
|
||||
if class_name[0].isdigit():
|
||||
raise ValueError(f"Project name '{name}' would generate class name '{class_name}' which cannot start with a digit")
|
||||
|
||||
# Check if the original name (before title casing) is a keyword
|
||||
original_name_clean = re.sub(r'[^a-zA-Z0-9_]', '', name.replace("_", "").replace("-", "").lower())
|
||||
if keyword.iskeyword(original_name_clean) or keyword.iskeyword(class_name) or class_name in ('True', 'False', 'None'):
|
||||
raise ValueError(f"Project name '{name}' would generate class name '{class_name}' which is a reserved Python keyword")
|
||||
|
||||
if not class_name.isidentifier():
|
||||
raise ValueError(f"Project name '{name}' would generate invalid Python class name '{class_name}'")
|
||||
|
||||
if parent_folder:
|
||||
folder_path = Path(parent_folder) / folder_name
|
||||
|
||||
@@ -252,7 +252,7 @@ def write_env_file(folder_path, env_vars):
|
||||
env_file_path = folder_path / ".env"
|
||||
with open(env_file_path, "w") as file:
|
||||
for key, value in env_vars.items():
|
||||
file.write(f"{key}={value}\n")
|
||||
file.write(f"{key.upper()}={value}\n")
|
||||
|
||||
|
||||
def get_crews(crew_path: str = "crew.py", require: bool = False) -> list[Crew]:
|
||||
|
||||
@@ -44,7 +44,7 @@ class TestAuthenticationCommand(unittest.TestCase):
|
||||
mock_print.assert_any_call("2. Enter the following code: ", "ABCDEF")
|
||||
mock_open.assert_called_once_with("https://example.com")
|
||||
|
||||
@patch("crewai.cli.authentication.main.ToolCommand")
|
||||
@patch("crewai.cli.tools.main.ToolCommand")
|
||||
@patch("crewai.cli.authentication.main.requests.post")
|
||||
@patch("crewai.cli.authentication.main.validate_token")
|
||||
@patch("crewai.cli.authentication.main.console.print")
|
||||
|
||||
278
tests/cli/test_create_crew.py
Normal file
278
tests/cli/test_create_crew.py
Normal file
@@ -0,0 +1,278 @@
|
||||
import keyword
|
||||
import shutil
|
||||
import tempfile
|
||||
from pathlib import Path
|
||||
from unittest import mock
|
||||
|
||||
import pytest
|
||||
from click.testing import CliRunner
|
||||
|
||||
from crewai.cli.create_crew import create_crew, create_folder_structure
|
||||
|
||||
@pytest.fixture
|
||||
def runner():
|
||||
return CliRunner()
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def temp_dir():
|
||||
temp_path = tempfile.mkdtemp()
|
||||
yield temp_path
|
||||
shutil.rmtree(temp_path)
|
||||
|
||||
|
||||
def test_create_folder_structure_strips_single_trailing_slash():
|
||||
with tempfile.TemporaryDirectory() as temp_dir:
|
||||
folder_path, folder_name, class_name = create_folder_structure("hello/", parent_folder=temp_dir)
|
||||
|
||||
assert folder_name == "hello"
|
||||
assert class_name == "Hello"
|
||||
assert folder_path.name == "hello"
|
||||
assert folder_path.exists()
|
||||
assert folder_path.parent == Path(temp_dir)
|
||||
|
||||
|
||||
def test_create_folder_structure_strips_multiple_trailing_slashes():
|
||||
with tempfile.TemporaryDirectory() as temp_dir:
|
||||
folder_path, folder_name, class_name = create_folder_structure("hello///", parent_folder=temp_dir)
|
||||
|
||||
assert folder_name == "hello"
|
||||
assert class_name == "Hello"
|
||||
assert folder_path.name == "hello"
|
||||
assert folder_path.exists()
|
||||
assert folder_path.parent == Path(temp_dir)
|
||||
|
||||
|
||||
def test_create_folder_structure_handles_complex_name_with_trailing_slash():
|
||||
with tempfile.TemporaryDirectory() as temp_dir:
|
||||
folder_path, folder_name, class_name = create_folder_structure("my-awesome_project/", parent_folder=temp_dir)
|
||||
|
||||
assert folder_name == "my_awesome_project"
|
||||
assert class_name == "MyAwesomeProject"
|
||||
assert folder_path.name == "my_awesome_project"
|
||||
assert folder_path.exists()
|
||||
assert folder_path.parent == Path(temp_dir)
|
||||
|
||||
|
||||
def test_create_folder_structure_normal_name_unchanged():
|
||||
with tempfile.TemporaryDirectory() as temp_dir:
|
||||
folder_path, folder_name, class_name = create_folder_structure("hello", parent_folder=temp_dir)
|
||||
|
||||
assert folder_name == "hello"
|
||||
assert class_name == "Hello"
|
||||
assert folder_path.name == "hello"
|
||||
assert folder_path.exists()
|
||||
assert folder_path.parent == Path(temp_dir)
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
def test_create_folder_structure_with_parent_folder():
|
||||
with tempfile.TemporaryDirectory() as temp_dir:
|
||||
parent_path = Path(temp_dir) / "parent"
|
||||
parent_path.mkdir()
|
||||
|
||||
folder_path, folder_name, class_name = create_folder_structure("child/", parent_folder=parent_path)
|
||||
|
||||
assert folder_name == "child"
|
||||
assert class_name == "Child"
|
||||
assert folder_path.name == "child"
|
||||
assert folder_path.parent == parent_path
|
||||
assert folder_path.exists()
|
||||
|
||||
|
||||
@mock.patch("crewai.cli.create_crew.copy_template")
|
||||
@mock.patch("crewai.cli.create_crew.write_env_file")
|
||||
@mock.patch("crewai.cli.create_crew.load_env_vars")
|
||||
def test_create_crew_with_trailing_slash_creates_valid_project(mock_load_env, mock_write_env, mock_copy_template, temp_dir):
|
||||
mock_load_env.return_value = {}
|
||||
|
||||
with tempfile.TemporaryDirectory() as work_dir:
|
||||
with mock.patch("crewai.cli.create_crew.create_folder_structure") as mock_create_folder:
|
||||
mock_folder_path = Path(work_dir) / "test_project"
|
||||
mock_create_folder.return_value = (mock_folder_path, "test_project", "TestProject")
|
||||
|
||||
create_crew("test-project/", skip_provider=True)
|
||||
|
||||
mock_create_folder.assert_called_once_with("test-project/", None)
|
||||
mock_copy_template.assert_called()
|
||||
copy_calls = mock_copy_template.call_args_list
|
||||
|
||||
for call in copy_calls:
|
||||
args = call[0]
|
||||
if len(args) >= 5:
|
||||
folder_name_arg = args[4]
|
||||
assert not folder_name_arg.endswith("/"), f"folder_name should not end with slash: {folder_name_arg}"
|
||||
|
||||
|
||||
@mock.patch("crewai.cli.create_crew.copy_template")
|
||||
@mock.patch("crewai.cli.create_crew.write_env_file")
|
||||
@mock.patch("crewai.cli.create_crew.load_env_vars")
|
||||
def test_create_crew_with_multiple_trailing_slashes(mock_load_env, mock_write_env, mock_copy_template, temp_dir):
|
||||
mock_load_env.return_value = {}
|
||||
|
||||
with tempfile.TemporaryDirectory() as work_dir:
|
||||
with mock.patch("crewai.cli.create_crew.create_folder_structure") as mock_create_folder:
|
||||
mock_folder_path = Path(work_dir) / "test_project"
|
||||
mock_create_folder.return_value = (mock_folder_path, "test_project", "TestProject")
|
||||
|
||||
create_crew("test-project///", skip_provider=True)
|
||||
|
||||
mock_create_folder.assert_called_once_with("test-project///", None)
|
||||
|
||||
|
||||
@mock.patch("crewai.cli.create_crew.copy_template")
|
||||
@mock.patch("crewai.cli.create_crew.write_env_file")
|
||||
@mock.patch("crewai.cli.create_crew.load_env_vars")
|
||||
def test_create_crew_normal_name_still_works(mock_load_env, mock_write_env, mock_copy_template, temp_dir):
|
||||
mock_load_env.return_value = {}
|
||||
|
||||
with tempfile.TemporaryDirectory() as work_dir:
|
||||
with mock.patch("crewai.cli.create_crew.create_folder_structure") as mock_create_folder:
|
||||
mock_folder_path = Path(work_dir) / "normal_project"
|
||||
mock_create_folder.return_value = (mock_folder_path, "normal_project", "NormalProject")
|
||||
|
||||
create_crew("normal-project", skip_provider=True)
|
||||
|
||||
mock_create_folder.assert_called_once_with("normal-project", None)
|
||||
|
||||
|
||||
def test_create_folder_structure_handles_spaces_and_dashes_with_slash():
|
||||
with tempfile.TemporaryDirectory() as temp_dir:
|
||||
folder_path, folder_name, class_name = create_folder_structure("My Cool-Project/", parent_folder=temp_dir)
|
||||
|
||||
assert folder_name == "my_cool_project"
|
||||
assert class_name == "MyCoolProject"
|
||||
assert folder_path.name == "my_cool_project"
|
||||
assert folder_path.exists()
|
||||
assert folder_path.parent == Path(temp_dir)
|
||||
|
||||
|
||||
def test_create_folder_structure_raises_error_for_invalid_names():
|
||||
with tempfile.TemporaryDirectory() as temp_dir:
|
||||
invalid_cases = [
|
||||
("123project/", "cannot start with a digit"),
|
||||
("True/", "reserved Python keyword"),
|
||||
("False/", "reserved Python keyword"),
|
||||
("None/", "reserved Python keyword"),
|
||||
("class/", "reserved Python keyword"),
|
||||
("def/", "reserved Python keyword"),
|
||||
(" /", "empty or contain only whitespace"),
|
||||
("", "empty or contain only whitespace"),
|
||||
("@#$/", "contains no valid characters"),
|
||||
]
|
||||
|
||||
for invalid_name, expected_error in invalid_cases:
|
||||
with pytest.raises(ValueError, match=expected_error):
|
||||
create_folder_structure(invalid_name, parent_folder=temp_dir)
|
||||
|
||||
|
||||
def test_create_folder_structure_validates_names():
|
||||
with tempfile.TemporaryDirectory() as temp_dir:
|
||||
valid_cases = [
|
||||
("hello/", "hello", "Hello"),
|
||||
("my-project/", "my_project", "MyProject"),
|
||||
("hello_world/", "hello_world", "HelloWorld"),
|
||||
("valid123/", "valid123", "Valid123"),
|
||||
("hello.world/", "helloworld", "HelloWorld"),
|
||||
("hello@world/", "helloworld", "HelloWorld"),
|
||||
]
|
||||
|
||||
for valid_name, expected_folder, expected_class in valid_cases:
|
||||
folder_path, folder_name, class_name = create_folder_structure(valid_name, parent_folder=temp_dir)
|
||||
assert folder_name == expected_folder
|
||||
assert class_name == expected_class
|
||||
|
||||
assert folder_name.isidentifier(), f"folder_name '{folder_name}' should be valid Python identifier"
|
||||
assert not keyword.iskeyword(folder_name), f"folder_name '{folder_name}' should not be Python keyword"
|
||||
assert not folder_name[0].isdigit(), f"folder_name '{folder_name}' should not start with digit"
|
||||
|
||||
assert class_name.isidentifier(), f"class_name '{class_name}' should be valid Python identifier"
|
||||
assert not keyword.iskeyword(class_name), f"class_name '{class_name}' should not be Python keyword"
|
||||
assert folder_path.parent == Path(temp_dir)
|
||||
|
||||
if folder_path.exists():
|
||||
shutil.rmtree(folder_path)
|
||||
|
||||
|
||||
@mock.patch("crewai.cli.create_crew.copy_template")
|
||||
@mock.patch("crewai.cli.create_crew.write_env_file")
|
||||
@mock.patch("crewai.cli.create_crew.load_env_vars")
|
||||
def test_create_crew_with_parent_folder_and_trailing_slash(mock_load_env, mock_write_env, mock_copy_template, temp_dir):
|
||||
mock_load_env.return_value = {}
|
||||
|
||||
with tempfile.TemporaryDirectory() as work_dir:
|
||||
parent_path = Path(work_dir) / "parent"
|
||||
parent_path.mkdir()
|
||||
|
||||
create_crew("child-crew/", skip_provider=True, parent_folder=parent_path)
|
||||
|
||||
crew_path = parent_path / "child_crew"
|
||||
assert crew_path.exists()
|
||||
assert not (crew_path / "src").exists()
|
||||
|
||||
|
||||
def test_create_folder_structure_folder_name_validation():
|
||||
"""Test that folder names are validated as valid Python module names"""
|
||||
with tempfile.TemporaryDirectory() as temp_dir:
|
||||
folder_invalid_cases = [
|
||||
("123invalid/", "cannot start with a digit.*invalid Python module name"),
|
||||
("import/", "reserved Python keyword"),
|
||||
("class/", "reserved Python keyword"),
|
||||
("for/", "reserved Python keyword"),
|
||||
("@#$invalid/", "contains no valid characters.*Python module name"),
|
||||
]
|
||||
|
||||
for invalid_name, expected_error in folder_invalid_cases:
|
||||
with pytest.raises(ValueError, match=expected_error):
|
||||
create_folder_structure(invalid_name, parent_folder=temp_dir)
|
||||
|
||||
valid_cases = [
|
||||
("hello-world/", "hello_world"),
|
||||
("my.project/", "myproject"),
|
||||
("test@123/", "test123"),
|
||||
("valid_name/", "valid_name"),
|
||||
]
|
||||
|
||||
for valid_name, expected_folder in valid_cases:
|
||||
folder_path, folder_name, class_name = create_folder_structure(valid_name, parent_folder=temp_dir)
|
||||
assert folder_name == expected_folder
|
||||
assert folder_name.isidentifier()
|
||||
assert not keyword.iskeyword(folder_name)
|
||||
|
||||
if folder_path.exists():
|
||||
shutil.rmtree(folder_path)
|
||||
|
||||
@mock.patch("crewai.cli.create_crew.create_folder_structure")
|
||||
@mock.patch("crewai.cli.create_crew.copy_template")
|
||||
@mock.patch("crewai.cli.create_crew.load_env_vars")
|
||||
@mock.patch("crewai.cli.create_crew.get_provider_data")
|
||||
@mock.patch("crewai.cli.create_crew.select_provider")
|
||||
@mock.patch("crewai.cli.create_crew.select_model")
|
||||
@mock.patch("click.prompt")
|
||||
def test_env_vars_are_uppercased_in_env_file(
|
||||
mock_prompt,
|
||||
mock_select_model,
|
||||
mock_select_provider,
|
||||
mock_get_provider_data,
|
||||
mock_load_env_vars,
|
||||
mock_copy_template,
|
||||
mock_create_folder_structure,
|
||||
tmp_path
|
||||
):
|
||||
crew_path = tmp_path / "test_crew"
|
||||
crew_path.mkdir()
|
||||
mock_create_folder_structure.return_value = (crew_path, "test_crew", "TestCrew")
|
||||
|
||||
mock_load_env_vars.return_value = {}
|
||||
mock_get_provider_data.return_value = {"openai": ["gpt-4"]}
|
||||
mock_select_provider.return_value = "azure"
|
||||
mock_select_model.return_value = "azure/openai"
|
||||
mock_prompt.return_value = "fake-api-key"
|
||||
|
||||
create_crew("Test Crew")
|
||||
|
||||
env_file_path = crew_path / ".env"
|
||||
content = env_file_path.read_text()
|
||||
assert "MODEL=" in content
|
||||
17
tests/cli/test_version.py
Normal file
17
tests/cli/test_version.py
Normal file
@@ -0,0 +1,17 @@
|
||||
"""Test for version management."""
|
||||
|
||||
from crewai import __version__
|
||||
from crewai.cli.version import get_crewai_version
|
||||
|
||||
|
||||
def test_dynamic_versioning_consistency():
|
||||
"""Test that dynamic versioning provides consistent version across all access methods."""
|
||||
cli_version = get_crewai_version()
|
||||
package_version = __version__
|
||||
|
||||
# Both should return the same version string
|
||||
assert cli_version == package_version
|
||||
|
||||
# Version should not be empty
|
||||
assert package_version is not None
|
||||
assert len(package_version.strip()) > 0
|
||||
@@ -192,7 +192,7 @@ def test_lite_agent_structured_output():
|
||||
)
|
||||
|
||||
result = agent.kickoff(
|
||||
"What is the population of Tokyo? Return your strucutred output in JSON format with the following fields: summary, confidence",
|
||||
"What is the population of Tokyo? Return your structured output in JSON format with the following fields: summary, confidence",
|
||||
response_format=SimpleOutput,
|
||||
)
|
||||
|
||||
@@ -230,7 +230,7 @@ def test_lite_agent_returns_usage_metrics():
|
||||
)
|
||||
|
||||
result = agent.kickoff(
|
||||
"What is the population of Tokyo? Return your strucutred output in JSON format with the following fields: summary, confidence"
|
||||
"What is the population of Tokyo? Return your structured output in JSON format with the following fields: summary, confidence"
|
||||
)
|
||||
|
||||
assert result.usage_metrics is not None
|
||||
@@ -252,7 +252,7 @@ async def test_lite_agent_returns_usage_metrics_async():
|
||||
)
|
||||
|
||||
result = await agent.kickoff_async(
|
||||
"What is the population of Tokyo? Return your strucutred output in JSON format with the following fields: summary, confidence"
|
||||
"What is the population of Tokyo? Return your structured output in JSON format with the following fields: summary, confidence"
|
||||
)
|
||||
assert isinstance(result, LiteAgentOutput)
|
||||
assert "21 million" in result.raw or "37 million" in result.raw
|
||||
|
||||
Reference in New Issue
Block a user