Use Configurable Alternatives to allow clients to choose their Runnables
Project description
pirate-speak-configurable
This template converts user input into pirate speak. It shows how you can allow
configurable_alternatives
in the Runnable, allowing you to select from
OpenAI, Anthropic, or Cohere as your LLM Provider in the playground (or via API).
Environment Setup
Set the following environment variables to access all 3 configurable alternative model providers:
OPENAI_API_KEY
ANTHROPIC_API_KEY
COHERE_API_KEY
Usage
To use this package, you should first have the LangChain CLI installed:
pip install -U langchain-cli
To create a new LangChain project and install this as the only package, you can do:
langchain app new my-app --package pirate-speak-configurable
If you want to add this to an existing project, you can just run:
langchain app add pirate-speak-configurable
And add the following code to your server.py
file:
from pirate_speak_configurable import chain as pirate_speak_configurable_chain
add_routes(app, pirate_speak_configurable_chain, path="/pirate-speak-configurable")
(Optional) Let's now configure LangSmith. LangSmith will help us trace, monitor and debug LangChain applications. You can sign up for LangSmith here. If you don't have access, you can skip this section
export LANGCHAIN_TRACING_V2=true
export LANGCHAIN_API_KEY=<your-api-key>
export LANGCHAIN_PROJECT=<your-project> # if not specified, defaults to "default"
If you are inside this directory, then you can spin up a LangServe instance directly by:
langchain serve
This will start the FastAPI app with a server is running locally at http://localhost:8000
We can see all templates at http://127.0.0.1:8000/docs We can access the playground at http://127.0.0.1:8000/pirate-speak-configurable/playground
We can access the template from code with:
from langserve.client import RemoteRunnable
runnable = RemoteRunnable("http://localhost:8000/pirate-speak-configurable")
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