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A configurable_fields method. This lets you configure particular fields of a runnable.
This is related to the .bind method on runnables, but allows you to specify parameters for a given step in a chain at runtime rather than specifying them beforehand.
A configurable_alternatives method. With this method, you can list out alternatives for any particular runnable that can be set during runtime, and swap them for those specified alternatives.
base_guard=Guard().use_many(
CompetitorCheck(competitors=["delta", "american airlines", "united"], on_fail="fix"),
ToxicLanguage(on_fail="remove"),
).to_runnable()
configurable_guard=base_guard.configurable_alternatives(
ConfigurableField(id="guard"),
default_key="content",
regex=Guard().use(
RegexMatch(regex=r'\b[A-Z]{3}\b', on_fail="exception")
).to_runnable(),
)
# Define the LCEL chain componentsprompt=ChatPromptTemplate.from_template("Answer this question {question}")
output_parser=StrOutputParser()
chain=prompt|model|output_parser|configurable_guard# Use the default guard (CompetitorCheck and ToxicLanguage)result_content=chain.invoke({"question": "What are the top five airlines for domestic travel in the US?"})
print("Content Check Result:", result_content)
# Use the RegexMatch guardresult_regex=chain.with_config(configurable={"guard": "regex"}).invoke(
{"question": "List three major airport codes in the US."}
)
print("Regex Check Result:", result_regex)
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Description
https://python.langchain.com/v0.2/docs/how_to/configure/
Expected Interface
The text was updated successfully, but these errors were encountered: