Spaces:
Sleeping
Sleeping
Update agent.py
Browse files
agent.py
CHANGED
|
@@ -17,6 +17,57 @@ llm = HuggingFaceInferenceAPI(
|
|
| 17 |
token=os.getenv("HF_TOKEN"),
|
| 18 |
)
|
| 19 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 20 |
@tool
|
| 21 |
def web_search(query: str) -> list:
|
| 22 |
"""Search Tavily for a query and return a maximum 3 results as LlamaIndex Documents.
|
|
@@ -74,6 +125,38 @@ wiki_search = FunctionTool(
|
|
| 74 |
metadata=ToolMetadata(name="wiki_search", description="Wikipedia 2-hit search")
|
| 75 |
)
|
| 76 |
|
| 77 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 78 |
|
| 79 |
agent = AgentWorkflow.from_tools_or_functions(tools, llm=llm)
|
|
|
|
| 17 |
token=os.getenv("HF_TOKEN"),
|
| 18 |
)
|
| 19 |
|
| 20 |
+
@tool
|
| 21 |
+
def multiply(a: int, b: int) -> int:
|
| 22 |
+
"""Multiply two numbers.
|
| 23 |
+
Args:
|
| 24 |
+
a: first int
|
| 25 |
+
b: second int
|
| 26 |
+
"""
|
| 27 |
+
return a * b
|
| 28 |
+
|
| 29 |
+
@tool
|
| 30 |
+
def add(a: int, b: int) -> int:
|
| 31 |
+
"""Add two numbers.
|
| 32 |
+
|
| 33 |
+
Args:
|
| 34 |
+
a: first int
|
| 35 |
+
b: second int
|
| 36 |
+
"""
|
| 37 |
+
return a + b
|
| 38 |
+
|
| 39 |
+
@tool
|
| 40 |
+
def subtract(a: int, b: int) -> int:
|
| 41 |
+
"""Subtract two numbers.
|
| 42 |
+
|
| 43 |
+
Args:
|
| 44 |
+
a: first int
|
| 45 |
+
b: second int
|
| 46 |
+
"""
|
| 47 |
+
return a - b
|
| 48 |
+
|
| 49 |
+
@tool
|
| 50 |
+
def divide(a: int, b: int) -> int:
|
| 51 |
+
"""Divide two numbers.
|
| 52 |
+
|
| 53 |
+
Args:
|
| 54 |
+
a: first int
|
| 55 |
+
b: second int
|
| 56 |
+
"""
|
| 57 |
+
if b == 0:
|
| 58 |
+
raise ValueError("Cannot divide by zero.")
|
| 59 |
+
return a / b
|
| 60 |
+
|
| 61 |
+
@tool
|
| 62 |
+
def modulus(a: int, b: int) -> int:
|
| 63 |
+
"""Get the modulus of two numbers.
|
| 64 |
+
|
| 65 |
+
Args:
|
| 66 |
+
a: first int
|
| 67 |
+
b: second int
|
| 68 |
+
"""
|
| 69 |
+
return a % b
|
| 70 |
+
|
| 71 |
@tool
|
| 72 |
def web_search(query: str) -> list:
|
| 73 |
"""Search Tavily for a query and return a maximum 3 results as LlamaIndex Documents.
|
|
|
|
| 125 |
metadata=ToolMetadata(name="wiki_search", description="Wikipedia 2-hit search")
|
| 126 |
)
|
| 127 |
|
| 128 |
+
multiply_tool = FunctionTool(
|
| 129 |
+
multiply,
|
| 130 |
+
metadata=ToolMetadata(name="multiply", description="Multiply two numbers.")
|
| 131 |
+
)
|
| 132 |
+
add_tool = FunctionTool(
|
| 133 |
+
add,
|
| 134 |
+
metadata=ToolMetadata(name="add", description="Add two numbers.")
|
| 135 |
+
)
|
| 136 |
+
subtract_tool = FunctionTool(
|
| 137 |
+
subtract,
|
| 138 |
+
metadata=ToolMetadata(name="subtract", description="Subtract two numbers.")
|
| 139 |
+
)
|
| 140 |
+
divide_tool = FunctionTool(
|
| 141 |
+
divide,
|
| 142 |
+
metadata=ToolMetadata(name="divide", description="Divide two numbers.")
|
| 143 |
+
)
|
| 144 |
+
modulus_tool = FunctionTool(
|
| 145 |
+
modulus,
|
| 146 |
+
metadata=ToolMetadata(name="modulus", description="Modulus operation on two numbers.")
|
| 147 |
+
)
|
| 148 |
+
|
| 149 |
+
# Then include all tools in the list
|
| 150 |
+
tools = [
|
| 151 |
+
web_search,
|
| 152 |
+
wiki_search,
|
| 153 |
+
multiply_tool,
|
| 154 |
+
add_tool,
|
| 155 |
+
subtract_tool,
|
| 156 |
+
divide_tool,
|
| 157 |
+
modulus_tool
|
| 158 |
+
]
|
| 159 |
+
|
| 160 |
+
|
| 161 |
|
| 162 |
agent = AgentWorkflow.from_tools_or_functions(tools, llm=llm)
|