This commit is contained in:
Jason Liu
2023-12-24 20:26:14 -05:00
parent 4b29ffd556
commit a3ffe022f6
+9 -2
View File
@@ -3,30 +3,37 @@ from typing import Union
import instructor
from openai import OpenAI
class Search(BaseModel):
"""Search action class with a 'query' field and a process method."""
query: str = Field(description="The search query")
def process(self):
"""Process the search action."""
return f"Search method called for query: {self.query}"
class Lookup(BaseModel):
"""Lookup action class with a 'keyword' field and a process method."""
keyword: str = Field(description="The lookup keyword")
def process(self):
"""Process the lookup action."""
return f"Lookup method called for keyword: {self.keyword}"
class Finish(BaseModel):
"""Finish action class with an 'answer' field and a process method."""
answer: str = Field(description="The answer for finishing the process")
def process(self):
"""Process the finish action."""
return f"Finish method called with answer: {self.answer}"
# Union of Search, Lookup, and Finish
class TakeAction(BaseModel):
action: Union[Search, Lookup, Finish]
@@ -35,6 +42,7 @@ class TakeAction(BaseModel):
"""Process the action."""
return self.action.process()
try:
# Enables `response_model`
client = instructor.patch(OpenAI())
@@ -43,10 +51,9 @@ try:
response_model=TakeAction,
messages=[
{"role": "user", "content": "Please choose one action"},
]
],
)
assert isinstance(action, TakeAction), "The action is not TakeAction"
print(action.process())
except Exception as e:
print(f"An error occurred: {e}")