docs: `llms/google vertex AI` example update (#9960)

Updated title, description, added sections.
pull/9963/head^2
Bagatur 1 year ago committed by GitHub
commit 8f199239b8
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23

@ -1,17 +1,28 @@
{ {
"cells": [ "cells": [
{ {
"attachments": {},
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"# Google Cloud Platform Vertex AI PaLM \n", "# Google Vertex AI PaLM \n",
"\n", "\n",
"Note: This is seperate from the Google PaLM integration, it exposes [Vertex AI PaLM API](https://cloud.google.com/vertex-ai/docs/generative-ai/learn/overview) on Google Cloud. \n", "**Note:** This is seperate from the `Google PaLM` integration, it exposes [Vertex AI PaLM API](https://cloud.google.com/vertex-ai/docs/generative-ai/learn/overview) on `Google Cloud`. \n"
"\n", ]
"By default, Google Cloud [does not use](https://cloud.google.com/vertex-ai/docs/generative-ai/data-governance#foundation_model_development) Customer Data to train its foundation models as part of Google Cloud`s AI/ML Privacy Commitment. More details about how Google processes data can also be found in [Google's Customer Data Processing Addendum (CDPA)](https://cloud.google.com/terms/data-processing-addendum).\n", },
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Setting up"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"By default, Google Cloud [does not use](https://cloud.google.com/vertex-ai/docs/generative-ai/data-governance#foundation_model_development) customer data to train its foundation models as part of Google Cloud's AI/ML Privacy Commitment. More details about how Google processes data can also be found in [Google's Customer Data Processing Addendum (CDPA)](https://cloud.google.com/terms/data-processing-addendum).\n",
"\n", "\n",
"To use Vertex AI PaLM you must have the `google-cloud-aiplatform` Python package installed and either:\n", "To use `Vertex AI PaLM` you must have the `google-cloud-aiplatform` Python package installed and either:\n",
"- Have credentials configured for your environment (gcloud, workload identity, etc...)\n", "- Have credentials configured for your environment (gcloud, workload identity, etc...)\n",
"- Store the path to a service account JSON file as the GOOGLE_APPLICATION_CREDENTIALS environment variable\n", "- Store the path to a service account JSON file as the GOOGLE_APPLICATION_CREDENTIALS environment variable\n",
"\n", "\n",
@ -19,8 +30,7 @@
"\n", "\n",
"For more information, see: \n", "For more information, see: \n",
"- https://cloud.google.com/docs/authentication/application-default-credentials#GAC\n", "- https://cloud.google.com/docs/authentication/application-default-credentials#GAC\n",
"- https://googleapis.dev/python/google-auth/latest/reference/google.auth.html#module-google.auth\n", "- https://googleapis.dev/python/google-auth/latest/reference/google.auth.html#module-google.auth"
"\n"
] ]
}, },
{ {
@ -40,7 +50,22 @@
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
"from langchain.llms import VertexAI\n", "from langchain.llms import VertexAI"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Question-answering example"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"from langchain import PromptTemplate, LLMChain" "from langchain import PromptTemplate, LLMChain"
] ]
}, },
@ -98,13 +123,21 @@
] ]
}, },
{ {
"attachments": {},
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"You can now leverage the Codey API for code generation within Vertex AI. The model names are:\n", "## Code generation example"
"- code-bison: for code suggestion\n", ]
"- code-gecko: for code completion" },
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You can now leverage the `Codey API` for code generation within `Vertex AI`. \n",
"\n",
"The model names are:\n",
"- `code-bison`: for code suggestion\n",
"- `code-gecko`: for code completion"
] ]
}, },
{ {
@ -191,7 +224,7 @@
"name": "python", "name": "python",
"nbconvert_exporter": "python", "nbconvert_exporter": "python",
"pygments_lexer": "ipython3", "pygments_lexer": "ipython3",
"version": "3.9.1" "version": "3.10.12"
}, },
"vscode": { "vscode": {
"interpreter": { "interpreter": {

Loading…
Cancel
Save