from langchain_core.pydantic_v1 import BaseModel, Field, root_validator from langchain.tools import tool import dns.resolver, dns.reversename import validators import sys import os sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), ".."))) from hw1.app import get_rag_chain """ Tools to be run by my custom agent. These are the same tooling provided by the example in https://github.com/wu4f/cs410g-src/blob/main/04_Agents/07_tools_custom_agent.py, with the addition of my Kerbal Space Program RAG Application tool """ class LookupNameInput(BaseModel): hostname: str = Field(description="Should be a hostname such as www.google.com") @root_validator def is_dns_address(cls, values: dict[str, any]) -> str: if validators.domain(values.get("hostname")): return values raise ValueError("Malformed hostname") class LookupIPInput(BaseModel): address: str = Field( description="Should be an IP address such as 208.91.197.27 or 143.95.239.83" ) @root_validator def is_ip_address(cls, values: dict[str, any]) -> str: if validators.ip_address.ipv4(values.get("address")): return values raise ValueError("Malformed IP address") class KSPTool(BaseModel): query: str = Field( description="should be a kerbal space program (ksp) related query" ) @tool("kerbal_space_program_ksp_information", args_schema=KSPTool, return_direct=False) def search_ksp(query: str) -> str: """Given a query about kerbal space program (ksp), it will send the query to the KSP rag applciation""" return get_rag_chain().invoke(query) @tool("lookup_name", args_schema=LookupNameInput, return_direct=False) def lookup_name(hostname): """Given a DNS hostname, it will return its IPv4 addresses""" result = dns.resolver.resolve(hostname, "A") res = [r.to_text() for r in result] return res[0] @tool("lookup_ip", args_schema=LookupIPInput, return_direct=False) def lookup_ip(address): """Given an IP address, returns names associated with it""" n = dns.reversename.from_address(address) result = dns.resolver.resolve(n, "PTR") res = [r.to_text() for r in result] return res[0]