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docs: llms/google vertex AI
example update (#9960)
Updated title, description, added sections.
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8f199239b8
@ -1,17 +1,28 @@
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{
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"cells": [
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{
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"attachments": {},
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Google Cloud Platform Vertex AI PaLM \n",
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"# Google Vertex AI PaLM \n",
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"\n",
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"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",
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"**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"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Setting up"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"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",
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"\n",
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"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",
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"\n",
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"To use Vertex AI PaLM you must have the `google-cloud-aiplatform` Python package installed and either:\n",
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"To use `Vertex AI PaLM` you must have the `google-cloud-aiplatform` Python package installed and either:\n",
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"- Have credentials configured for your environment (gcloud, workload identity, etc...)\n",
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"- Store the path to a service account JSON file as the GOOGLE_APPLICATION_CREDENTIALS environment variable\n",
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"\n",
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@ -19,8 +30,7 @@
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"\n",
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"For more information, see: \n",
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"- https://cloud.google.com/docs/authentication/application-default-credentials#GAC\n",
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"- https://googleapis.dev/python/google-auth/latest/reference/google.auth.html#module-google.auth\n",
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"\n"
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"- https://googleapis.dev/python/google-auth/latest/reference/google.auth.html#module-google.auth"
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]
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},
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{
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@ -40,7 +50,22 @@
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"metadata": {},
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"outputs": [],
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"source": [
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"from langchain.llms import VertexAI\n",
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"from langchain.llms import VertexAI"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Question-answering example"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"from langchain import PromptTemplate, LLMChain"
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]
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},
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@ -98,13 +123,21 @@
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]
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},
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{
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"attachments": {},
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"You can now leverage the Codey API for code generation within Vertex AI. The model names are:\n",
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"- code-bison: for code suggestion\n",
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"- code-gecko: for code completion"
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"## Code generation example"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"You can now leverage the `Codey API` for code generation within `Vertex AI`. \n",
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"\n",
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"The model names are:\n",
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"- `code-bison`: for code suggestion\n",
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"- `code-gecko`: for code completion"
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]
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},
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{
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@ -191,7 +224,7 @@
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.9.1"
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"version": "3.10.12"
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},
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"vscode": {
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"interpreter": {
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