惠州网站建设开发团队,建设部网站首页督办案件,网监关闭的网站怎么恢复,php可以做网站app吗Bind runtime args | #x1f99c;️#x1f517; Langchain
1、有时#xff0c;我们希望使用常量参数调用Runnable序列中的Runnable#xff0c;这些参数不是序列中前一个Runnable的输出的一部分#xff0c;也不是用户的输入#xff0c;这时可以用Runnable.bind() from …Bind runtime args | ️ Langchain
1、有时我们希望使用常量参数调用Runnable序列中的Runnable这些参数不是序列中前一个Runnable的输出的一部分也不是用户的输入这时可以用Runnable.bind() from langchain_core.output_parsers import StrOutputParser
from langchain_core.prompts import ChatPromptTemplate
from langchain_core.runnables import RunnablePassthrough
from langchain_openai import ChatOpenAI
prompt ChatPromptTemplate.from_messages([(system,用代数符号写出下面的方程然后求解。 格式EQUATION:...换行SOLUTION:...换行,),(human, {equation_statement}),]
)
model ChatOpenAI(temperature0)
runnable ({equation_statement: RunnablePassthrough()} | prompt | model | StrOutputParser()
)
print(runnable.invoke(x的三次方加7等于12))
# 使用model.bind此处限制输入某些字
runnable ({equation_statement: RunnablePassthrough()}| prompt| model.bind(stopSOLUTION)| StrOutputParser()
)
print(model.bind:,runnable.invoke(x的三次方加7等于12))
2、通过bind给openAI模型绑定openAI函数、openAI工具
注意以下的方程求解需要GPT4才能给出正确答案奇怪的是上面不用bind function的gpt3.5可以回答正确
注意name的key不能为中文
function {name: solver,description: Formulates and solves an equation,parameters: {type: object,properties: {equation: {type: string,description: The algebraic expression of the equation,},solution: {type: string,description: The solution to the equation,},},required: [equation, solution],},
}
prompt ChatPromptTemplate.from_messages([(system,Write out the following equation using algebraic symbols then solve it.,),(human, {equation_statement}),]
)
modelmodelgpt-3.5-turbo.bind(function_call{name: solver}, functions[function]
)
runnable {equation_statement: RunnablePassthrough()} | prompt | model
print(runnable.invoke(x raised to the third plus seven equals 12))
