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Checks testapp for evaluators #1223

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0793d1c
Copy vertexai dir
Oct 29, 2024
92c9552
Removed most of the vertex code.
Oct 29, 2024
1dc5325
Vertex ai plugin gutted. Can now remove existing vertexai evaluators.
Oct 30, 2024
61754b5
hardcoded example for calling the checks api is working. Needs to be …
Oct 31, 2024
abcf80f
Fully working evaluations. Lots of cleanup. Need to decide on how to …
Nov 1, 2024
8c8c1f0
Add all policies
Nov 4, 2024
bb4b026
add threshold to request. remove locaion.
Nov 5, 2024
ba874e5
Remove factory since these are all basically the same request.
Nov 6, 2024
2a3f8a3
Merge branch 'next' into hunterheston-checks-evaluators
Nov 7, 2024
4482ee0
Remove leftover code from vertex ai plugin.
Nov 7, 2024
7082b60
lock file updated.
Nov 7, 2024
da3c312
Removed byo updates
Nov 8, 2024
a491509
update comments.
Nov 8, 2024
871c3fd
Log a warning with there is a default quota project. It seems to over…
Nov 8, 2024
74e559b
pnpm format
Nov 8, 2024
2230d24
Add a test app that just configures checks evaluators.
Nov 9, 2024
38940e0
Add a test app that just configures checks evaluators.
Nov 9, 2024
138beb0
Merge branch 'hunterheston-checks-testapp' of github.com:firebase/gen…
Nov 9, 2024
bd76c5f
Remove outdated dependencies
Nov 9, 2024
502d333
PR Comments:
Nov 11, 2024
790f58c
Merge branch 'hunterheston-checks-evaluators' into hunterheston-check…
Nov 11, 2024
a7824bc
PR Comments:
Nov 11, 2024
b0f1f8f
Add readme contents.
Nov 11, 2024
bcb4e4a
Add guardrails doc link
Nov 11, 2024
1ae7e98
pnpm format
Nov 11, 2024
a439dc4
Link to the onboarding form directly in the readme.
Nov 11, 2024
77ea3b3
Typeo in readme
Nov 11, 2024
4578fbb
Removed dependencies other than google-auth
Nov 11, 2024
754f59e
pnpm format
Nov 11, 2024
d1cfdab
Merge branch 'hunterheston-checks-evaluators' into hunterheston-check…
Nov 12, 2024
5c25043
Merge branch 'next' into hunterheston-checks-evaluators
Nov 12, 2024
253b1ce
Update pnpm lock
Nov 12, 2024
96159ab
Merge branch 'hunterheston-checks-evaluators' into hunterheston-check…
Nov 12, 2024
4368d71
Remove duplicate log
Nov 12, 2024
c2c36eb
update readme
Nov 12, 2024
5d9af01
Merge branch 'next' into hunterheston-checks-evaluators
Nov 12, 2024
385fcc6
update package json commands
Nov 12, 2024
ddb5e52
Add plugin to release scripts.
Nov 12, 2024
665101c
Remove pasted text
Nov 12, 2024
920e9a3
Merge branch 'next' into hunterheston-checks-evaluators
Nov 13, 2024
ef04429
Merge branch 'hunterheston-checks-evaluators' into
Nov 13, 2024
583f78f
Bump version of checks plugin
Nov 13, 2024
2669c5c
pnpm format
Nov 13, 2024
80b69bc
1. Remove comment from json markdown.
Nov 14, 2024
5a2f73e
Merge branch 'main' into hunterheston-checks-evaluators
Nov 14, 2024
c8168f6
Merge with main duplicated the checks publish lines.
Nov 14, 2024
1c2b205
Merge branch 'hunterheston-checks-evaluators' into hunterheston-check…
Nov 14, 2024
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11 changes: 11 additions & 0 deletions .github/workflows/bump-js-plugins-version.yml
Original file line number Diff line number Diff line change
Expand Up @@ -171,3 +171,14 @@ jobs:
preid: ${{ inputs.preid }}
commit-message: 'chore: bump @genkit-ai/vertexai version to {{version}}'
tag-prefix: '@genkit-ai/vertexai@'
- name: 'js/plugins/checks version bump'
uses: 'phips28/gh-action-bump-version@master'
env:
GITHUB_TOKEN: ${{ secrets.GENKIT_RELEASER_GITHUB_TOKEN }}
PACKAGEJSON_DIR: js/plugins/checks
with:
default: ${{ inputs.releaseType }}
version-type: ${{ inputs.releaseType }}
preid: ${{ inputs.preid }}
commit-message: 'chore: bump @genkit-ai/checks version to {{version}}'
tag-prefix: '@genkit-ai/checks@'
1 change: 1 addition & 0 deletions js/plugins/checks/.npmignore
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
node_modules
203 changes: 203 additions & 0 deletions js/plugins/checks/LICENSE
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@@ -0,0 +1,203 @@

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103 changes: 103 additions & 0 deletions js/plugins/checks/README.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,103 @@
# Checks

Checks is an AI safety platform built by Google: [checks.google.com/ai-safety](https://checks.google.com/ai-safety).

This plugin provides evaluators for each Checks AI safety policy. Text is cassified by calling the [Checks Guardrails API](https://console.cloud.google.com/marketplace/product/google/checks.googleapis.com).

> Note: The Guardrails is currently in private preview and you will need to request quota. To request quota fill out this [Google form](https://docs.google.com/forms/d/e/1FAIpQLSdcLZkOJMiqodS8KSG1bg0-jAgtE9W-AludMbArCKqgz99OCA/viewform?usp=sf_link)

Curently that list includes:

```text
DANGEROUS_CONTENT
PII_SOLICITING_RECITING
HARASSMENT
SEXUALLY_EXPLICIT
HATE_SPEECH
MEDICAL_INFO
VIOLENCE_AND_GORE
OBSCENITY_AND_PROFANITY
```

## How to use

### Configure the plugin

Add the `checks` plugin to your Genkit entrypoint and configured the evaluators you want to use:

```ts
import { checks, ChecksEvaluationMetricType } from '@genkit-ai/checks';

export const ai = genkit({
plugins: [
checks({
// Project to charge quota to.
// Note: If your credentials have a quota project associated with them.
// That value will take precedence over this.
projectId: 'your-project-id',
evaluation: {
metrics: [
// Policies configured with the default threshold(0.5).
ChecksEvaluationMetricType.DANGEROUS_CONTENT,
ChecksEvaluationMetricType.HARASSMENT,
ChecksEvaluationMetricType.HATE_SPEECH,
ChecksEvaluationMetricType.MEDICAL_INFO,
ChecksEvaluationMetricType.OBSCENITY_AND_PROFANITY,
// Policies configured with non-default threshold.
{
type: ChecksEvaluationMetricType.PII_SOLICITING_RECITING,
threshold: 0.6,
},
{
type: ChecksEvaluationMetricType.SEXUALLY_EXPLICIT,
threshold: 0.3,
},
{
type: ChecksEvaluationMetricType.VIOLENCE_AND_GORE,
threshold: 0.55,
},
],
},
}),
],
});
```

### Create a test dataset

Create a JSON file with the data you want to test. Add as many test cases as you want. `output` is the text that will be classified.

```JSON
[
{
"testCaseId": "test_case_id_1",
"input": "The input to your model.",
"output": "Example model output which. This is what will be evaluated."
}
]

```

### Run the evaluators

```bash
# Run just the DANGEROUS_CONTENT classifier.
genkit eval:run test-dataset.json --evaluators=checks/dangerous_content
```

```bash
# Run all classifiers.
genkit eval:run test-dataset.json --evaluators=checks/dangerous_content,checks/pii_soliciting_reciting,checks/harassment,checks/sexually_explicit,checks/hate_speech,checks/medical_info,checks/violence_and_gore,checks/obscenity_and_profanity
```

### View the results

Run `genkit start -- tsx --watch src/index.ts` and open the genkit ui. Usually at `localhost:4000` and select the Evaluate tab.

# Genkit

The sources for this package are in the main [Genkit](https://github.com/firebase/genkit) repo. Please file issues and pull requests against that repo.

Usage information and reference details can be found in [Genkit documentation](https://firebase.google.com/docs/genkit).

License: Apache 2.0
55 changes: 55 additions & 0 deletions js/plugins/checks/package.json
Original file line number Diff line number Diff line change
@@ -0,0 +1,55 @@
{
"name": "@genkit-ai/checks",
"description": "Google Checks AI Safety plugins for classifying the safety of text against Checks AI safety policies.",
"keywords": [
"genkit",
"genkit-plugin",
"google cloud",
"google ai",
"ai",
"genai",
"generative-ai",
"checks",
"google checks",
"guardrails"
],
"version": "0.9.0-rc.3",
"type": "commonjs",
"scripts": {
"check": "tsc",
"compile": "tsup-node",
"build:clean": "rimraf ./lib",
"build": "npm-run-all build:clean check compile",
"build:watch": "tsup-node --watch"
},
"repository": {
"type": "git",
"url": "https://github.com/firebase/genkit.git",
"directory": "js/plugins/checks"
},
"author": "genkit",
"license": "Apache-2.0",
"dependencies": {
"google-auth-library": "^9.6.3"
},
"peerDependencies": {
"genkit": "workspace:*"
},
"devDependencies": {
"@types/node": "^20.11.16",
"npm-run-all": "^4.1.5",
"rimraf": "^6.0.1",
"tsup": "^8.0.2",
"tsx": "^4.7.0",
"typescript": "^4.9.0"
},
"types": "./lib/index.d.ts",
"exports": {
".": {
"require": "./lib/index.js",
"import": "./lib/index.mjs",
"types": "./lib/index.d.ts",
"default": "./lib/index.js"
}
}
}
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