Spaces:
Build error
Build error
File size: 2,020 Bytes
67a532b a6a9e0f 67a532b a6a9e0f 67a532b a6a9e0f 67a532b a6a9e0f 67a532b a6a9e0f 67a532b a6a9e0f 67a532b a6a9e0f 67a532b a6a9e0f 67a532b a6a9e0f 67a532b a6a9e0f 67a532b a6a9e0f 67a532b a6a9e0f | 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 | from langgraph.prebuilt import ToolNode, tools_condition
from langgraph.graph import START, StateGraph, MessagesState
from langchain_openai import AzureChatOpenAI
from config import (
MODEL_ENDPOINT,
MODEL_KEY,
MODEL_NAME,
MODEL_API_VERSION,
)
from tools import (
wiki_search,
tavily_search,
arxiv_search,
add,
subtract,
multiply,
divide,
power,
sqrt,
modulus,
scrape_webpage,
analyze_image,
is_commutative,
commutativity_counterexample_pairs,
commutativity_counterexample_elements,
find_identity_element,
find_inverses,
transcribe_audio,
execute_source_file,
interact_tabular,
)
# Define tools
TOOLS = [
wiki_search,
tavily_search,
arxiv_search,
add,
subtract,
multiply,
divide,
power,
sqrt,
modulus,
scrape_webpage,
analyze_image,
is_commutative,
commutativity_counterexample_pairs,
commutativity_counterexample_elements,
find_identity_element,
find_inverses,
transcribe_audio,
execute_source_file,
interact_tabular
]
def build_agent() -> StateGraph:
"""
Build the agent.
Returns:
StateGraph: The agent graph.
"""
llm = AzureChatOpenAI(
azure_deployment=MODEL_NAME,
api_version=MODEL_API_VERSION,
azure_endpoint=MODEL_ENDPOINT,
api_key=MODEL_KEY,
)
chat_w_tools = llm.bind_tools(TOOLS)
# Assistant node
def assistant(state: MessagesState):
"""Assistant node"""
return {"messages": [chat_w_tools.invoke(state["messages"])]}
# Build graph
builder = StateGraph(MessagesState)
# Add nodes
builder.add_node("assistant", assistant)
builder.add_node("tools", ToolNode(TOOLS))
# Add edges
builder.add_edge(START, "assistant")
builder.add_conditional_edges(
"assistant",
tools_condition,
)
builder.add_edge("tools", "assistant")
# Compile graph and return it
return builder.compile()
|