TEMPLATE Add VertexAI Chuck Norris template (#13531)

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---------

Co-authored-by: Erick Friis <erick@langchain.dev>
pull/13535/head
Wietse Venema 6 months ago committed by GitHub
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commit e80b53ff4f
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MIT License
Copyright (c) 2023 LangChain, Inc.
Permission is hereby granted, free of charge, to any person obtaining a copy
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in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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# vertexai-chuck-norris
This template makes jokes about Chuck Norris using Vertex AI PaLM2.
## Environment Setup
First, make sure you have a Google Cloud project with
an active billing account, and have the [gcloud CLI installed](https://cloud.google.com/sdk/docs/install).
Configure [application default credentials](https://cloud.google.com/docs/authentication/provide-credentials-adc):
```shell
gcloud auth application-default login
```
To set a default Google Cloud project to use, run this command and set [the project ID](https://support.google.com/googleapi/answer/7014113?hl=en) of the project you want to use:
```shell
gcloud config set project [PROJECT-ID]
```
Enable the [Vertex AI API](https://console.cloud.google.com/apis/library/aiplatform.googleapis.com) for the project:
```shell
gcloud services enable aiplatform.googleapis.com
```
## Usage
To use this package, you should first have the LangChain CLI installed:
```shell
pip install -U langchain-cli
```
To create a new LangChain project and install this as the only package, you can do:
```shell
langchain app new my-app --package pirate-speak
```
If you want to add this to an existing project, you can just run:
```shell
langchain app add vertexai-chuck-norris
```
And add the following code to your `server.py` file:
```python
from vertexai_chuck_norris.chain import chain as vertexai_chuck_norris_chain
add_routes(app, vertexai_chuck_norris_chain, path="/vertexai-chuck-norris")
```
(Optional) Let's now configure LangSmith.
LangSmith will help us trace, monitor and debug LangChain applications.
LangSmith is currently in private beta, you can sign up [here](https://smith.langchain.com/).
If you don't have access, you can skip this section
```shell
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:
```shell
langchain serve
```
This will start the FastAPI app with a server is running locally at
[http://localhost:8000](http://localhost:8000)
We can see all templates at [http://127.0.0.1:8000/docs](http://127.0.0.1:8000/docs)
We can access the playground at [http://127.0.0.1:8000/vertexai-chuck-norris/playground](http://127.0.0.1:8000/vertexai-chuck-norris/playground)
We can access the template from code with:
```python
from langserve.client import RemoteRunnable
runnable = RemoteRunnable("http://localhost:8000/vertexai-chuck-norris")
```

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[tool.poetry]
name = "vertexai-chuck-norris"
version = "0.0.1"
description = ""
authors = []
readme = "README.md"
[tool.poetry.dependencies]
python = ">=3.8.1,<4.0"
langchain = ">=0.0.325"
google-cloud-aiplatform = "^1.36.4"
[tool.poetry.group.dev.dependencies]
langchain-cli = ">=0.0.15"
fastapi = "^0.104.0"
sse-starlette = "^1.6.5"
[tool.langserve]
export_module = "vertexai_chuck_norris.chain"
export_attr = "chain"
[build-system]
requires = [
"poetry-core",
]
build-backend = "poetry.core.masonry.api"

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from langchain.chat_models import ChatVertexAI
from langchain.prompts import ChatPromptTemplate
_prompt = ChatPromptTemplate.from_template(
"Tell me a joke about Chuck Norris and {text}"
)
_model = ChatVertexAI()
# if you update this, you MUST also update ../pyproject.toml
# with the new `tool.langserve.export_attr`
chain = _prompt | _model
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