Spaces:
Runtime error
Runtime error
File size: 5,380 Bytes
6b7b0c1 e1c1bb7 6b7b0c1 57ee912 1fa2efd 19b9935 1fa2efd e631dac adb4004 19b9935 adb4004 19b9935 adb4004 19b9935 adb4004 19b9935 1fa2efd e631dac adb4004 19b9935 adb4004 19b9935 adb4004 19b9935 adb4004 19b9935 1fa2efd e631dac adb4004 19b9935 adb4004 19b9935 adb4004 19b9935 adb4004 19b9935 1fa2efd e631dac adb4004 19b9935 adb4004 19b9935 adb4004 19b9935 adb4004 19b9935 73e8255 e631dac adb4004 19b9935 adb4004 19b9935 adb4004 19b9935 adb4004 19b9935 73e8255 e1c1bb7 1fa2efd 19b9935 73e8255 1fa2efd 6b7b0c1 1fa2efd 73e8255 6b7b0c1 73e8255 1fa2efd 73e8255 57ee912 1fa2efd |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 |
from smolagents import HfApiModel, CodeAgent, DuckDuckGoSearchTool, WikipediaSearchTool, Tool, LiteLLMModel
from langchain_community.tools.tavily_search import TavilySearchResults
from langchain_community.document_loaders import WikipediaLoader, ArxivLoader
class add(Tool):
name = "add"
description = """
This tool adds two integers together and returns an integer.
Args:
a: first integer
b: second integer
"""
inputs = {
"a":{
"type":"integer",
"description":"first integer"
},
"b":{
"type":"integer",
"description":"second integer"
}
}
output_type = "integer"
def forward(self, a: int, b: int):
return a + b
class subtract(Tool):
name = "subtract"
description = """
This tool subtracts two integers and returns an integer.
Args:
a: first integer
b: second integer
"""
inputs = {
"a":{
"type":"integer",
"description":"first integer"
},
"b":{
"type":"integer",
"description":"second integer"
}
}
output_type = "integer"
def forward(self, a: int, b: int):
return a - b
class multiply(Tool):
name = "multiply"
description = """
This tool multiplies two integers and returns an integer.
Args:
a: first integer
b: second integer
"""
inputs = {
"a":{
"type":"integer",
"description":"first integer"
},
"b":{
"type":"integer",
"description":"second integer"
}
}
output_type = "integer"
def forward(self, a: int, b: int):
return a * b
class divide(Tool):
name = "divide"
description = """
This tool divides two integers and returns an integer.
Args:
a: first integer
b: second integer
"""
inputs = {
"a":{
"type":"integer",
"description":"first integer"
},
"b":{
"type":"integer",
"description":"second integer"
}
}
output_type = "integer"
def forward(self, a: int, b: int):
if b == 0:
raise ValueError("Cannot divide by zero.")
return a / b
class modulo(Tool):
name = "modulo"
description = """
This tool returns the modulus of two integers
Args:
a: first integer
b: second integer
"""
inputs = {
"a":{
"type":"integer",
"description":"first integer"
},
"b":{
"type":"integer",
"description":"second integer"
}
}
output_type = "integer"
def forward(self, a: int, b: int):
return a % b
class WikipediaSearchTool(tool):
name = "wikipedia_search_tool"
description = """
Search Wikipedia for a query and return top 2 results.
Args:
query: the search query.
"""
inputs = {
"query":{
"type":"string",
"description":"the search query"
}
}
output_type = "string"
def forward(self, query: str) -> str:
documents = WikipediaLoader(query=query, load_max_docs=2).load()
condensed_docs = "\n\n---\n\n".join(
[
f'<Document source="{doc.metadata["source"]}" page="{doc.metadata.get("page", "")}"/>\n{doc.page_content}\n</Document>'
for doc in documents
])
return {"wikipedia_results": condensed_docs}
class TavilySearchTool(tool):
name = "tavily_search_tool"
description = """
Search the internet using the browser Tavily and return the top 3 results.
Args:
query: the search query.
"""
inputs = {
"query":{
"type":"string",
"description":"the search query"
}
}
output_type = "string"
def forward(self, query: str) -> str:
documents = TavilySearchResults(max_results=3).invoke(query=query)
condensed_docs = "\n\n---\n\n".join(
[
f'<Document source="{doc.metadata["source"]}" page="{doc.metadata.get("page", "")}"/>\n{doc.page_content}\n</Document>'
for doc in documents
])
return {"web_search_results": condensed_docs}
@tool
def arvix_search(query: str) -> str:
"""Search Arxiv for a query and return maximum 3 result.
Args:
query: The search query."""
search_docs = ArxivLoader(query=query, load_max_docs=3).load()
formatted_search_docs = "\n\n---\n\n".join(
[
f'<Document source="{doc.metadata["source"]}" page="{doc.metadata.get("page", "")}"/>\n{doc.page_content[:1000]}\n</Document>'
for doc in search_docs
])
return {"arvix_results": formatted_search_docs}
tools=[
add(),
subtract(),
multiply(),
divide(),
modulo(),
DuckDuckGoSearchTool(),
WikipediaSearchTool()
]
model = LiteLLMModel(
model_id='ollama_chat/qwen2.5:14b'
)
def create_agent():
agent = CodeAgent(
model = model,
tools = tools,
max_steps=10,
verbosity_level=2
)
return agent
|