mirror of
https://github.com/meta-llama/llama-stack.git
synced 2025-12-18 16:48:41 +00:00
Support Tavily as built-in search tool.
This commit is contained in:
parent
e8112b31ab
commit
9b76224c28
3 changed files with 106 additions and 49 deletions
|
|
@ -68,6 +68,73 @@ def query_attachment_messages():
|
|||
]
|
||||
|
||||
|
||||
async def create_agent_turn_with_search_tool(
|
||||
agents_stack: Dict[str, object],
|
||||
search_query_messages: List[object],
|
||||
common_params: Dict[str, str],
|
||||
search_tool_definition: SearchToolDefinition,
|
||||
) -> None:
|
||||
"""
|
||||
Create an agent turn with a search tool.
|
||||
|
||||
Args:
|
||||
agents_stack (Dict[str, object]): The agents stack.
|
||||
search_query_messages (List[object]): The search query messages.
|
||||
common_params (Dict[str, str]): The common parameters.
|
||||
search_tool_definition (SearchToolDefinition): The search tool definition.
|
||||
"""
|
||||
|
||||
# Create an agent with the search tool
|
||||
agent_config = AgentConfig(
|
||||
**{
|
||||
**common_params,
|
||||
"tools": [search_tool_definition],
|
||||
}
|
||||
)
|
||||
|
||||
agent_id, session_id = await create_agent_session(
|
||||
agents_stack.impls[Api.agents], agent_config
|
||||
)
|
||||
turn_request = dict(
|
||||
agent_id=agent_id,
|
||||
session_id=session_id,
|
||||
messages=search_query_messages,
|
||||
stream=True,
|
||||
)
|
||||
|
||||
turn_response = [
|
||||
chunk
|
||||
async for chunk in await agents_stack.impls[Api.agents].create_agent_turn(
|
||||
**turn_request
|
||||
)
|
||||
]
|
||||
|
||||
assert len(turn_response) > 0
|
||||
assert all(
|
||||
isinstance(chunk, AgentTurnResponseStreamChunk) for chunk in turn_response
|
||||
)
|
||||
|
||||
check_event_types(turn_response)
|
||||
|
||||
# Check for tool execution events
|
||||
tool_execution_events = [
|
||||
chunk
|
||||
for chunk in turn_response
|
||||
if isinstance(chunk.event.payload, AgentTurnResponseStepCompletePayload)
|
||||
and chunk.event.payload.step_details.step_type == StepType.tool_execution.value
|
||||
]
|
||||
assert len(tool_execution_events) > 0, "No tool execution events found"
|
||||
|
||||
# Check the tool execution details
|
||||
tool_execution = tool_execution_events[0].event.payload.step_details
|
||||
assert isinstance(tool_execution, ToolExecutionStep)
|
||||
assert len(tool_execution.tool_calls) > 0
|
||||
assert tool_execution.tool_calls[0].tool_name == BuiltinTool.brave_search
|
||||
assert len(tool_execution.tool_responses) > 0
|
||||
|
||||
check_turn_complete_event(turn_response, session_id, search_query_messages)
|
||||
|
||||
|
||||
class TestAgents:
|
||||
@pytest.mark.asyncio
|
||||
async def test_agent_turns_with_safety(
|
||||
|
|
@ -215,63 +282,34 @@ class TestAgents:
|
|||
async def test_create_agent_turn_with_brave_search(
|
||||
self, agents_stack, search_query_messages, common_params
|
||||
):
|
||||
agents_impl = agents_stack.impls[Api.agents]
|
||||
|
||||
if "BRAVE_SEARCH_API_KEY" not in os.environ:
|
||||
pytest.skip("BRAVE_SEARCH_API_KEY not set, skipping test")
|
||||
|
||||
# Create an agent with Brave search tool
|
||||
agent_config = AgentConfig(
|
||||
**{
|
||||
**common_params,
|
||||
"tools": [
|
||||
SearchToolDefinition(
|
||||
type=AgentTool.brave_search.value,
|
||||
api_key=os.environ["BRAVE_SEARCH_API_KEY"],
|
||||
engine=SearchEngineType.brave,
|
||||
)
|
||||
],
|
||||
}
|
||||
search_tool_definition = SearchToolDefinition(
|
||||
type=AgentTool.brave_search.value,
|
||||
api_key=os.environ["BRAVE_SEARCH_API_KEY"],
|
||||
engine=SearchEngineType.brave,
|
||||
)
|
||||
await create_agent_turn_with_search_tool(
|
||||
agents_stack, search_query_messages, common_params, search_tool_definition
|
||||
)
|
||||
|
||||
agent_id, session_id = await create_agent_session(agents_impl, agent_config)
|
||||
turn_request = dict(
|
||||
agent_id=agent_id,
|
||||
session_id=session_id,
|
||||
messages=search_query_messages,
|
||||
stream=True,
|
||||
@pytest.mark.asyncio
|
||||
async def test_create_agent_turn_with_tavily_search(
|
||||
self, agents_stack, search_query_messages, common_params
|
||||
):
|
||||
if "TAVILY_SEARCH_API_KEY" not in os.environ:
|
||||
pytest.skip("TAVILY_SEARCH_API_KEY not set, skipping test")
|
||||
|
||||
search_tool_definition = SearchToolDefinition(
|
||||
type=AgentTool.brave_search.value, # place holder only
|
||||
api_key=os.environ["TAVILY_SEARCH_API_KEY"],
|
||||
engine=SearchEngineType.tavily,
|
||||
)
|
||||
|
||||
turn_response = [
|
||||
chunk async for chunk in await agents_impl.create_agent_turn(**turn_request)
|
||||
]
|
||||
|
||||
assert len(turn_response) > 0
|
||||
assert all(
|
||||
isinstance(chunk, AgentTurnResponseStreamChunk) for chunk in turn_response
|
||||
await create_agent_turn_with_search_tool(
|
||||
agents_stack, search_query_messages, common_params, search_tool_definition
|
||||
)
|
||||
|
||||
check_event_types(turn_response)
|
||||
|
||||
# Check for tool execution events
|
||||
tool_execution_events = [
|
||||
chunk
|
||||
for chunk in turn_response
|
||||
if isinstance(chunk.event.payload, AgentTurnResponseStepCompletePayload)
|
||||
and chunk.event.payload.step_details.step_type
|
||||
== StepType.tool_execution.value
|
||||
]
|
||||
assert len(tool_execution_events) > 0, "No tool execution events found"
|
||||
|
||||
# Check the tool execution details
|
||||
tool_execution = tool_execution_events[0].event.payload.step_details
|
||||
assert isinstance(tool_execution, ToolExecutionStep)
|
||||
assert len(tool_execution.tool_calls) > 0
|
||||
assert tool_execution.tool_calls[0].tool_name == BuiltinTool.brave_search
|
||||
assert len(tool_execution.tool_responses) > 0
|
||||
|
||||
check_turn_complete_event(turn_response, session_id, search_query_messages)
|
||||
|
||||
|
||||
def check_event_types(turn_response):
|
||||
event_types = [chunk.event.payload.event_type for chunk in turn_response]
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue