Add a new VertexAI error type #8240

dlarocque · 2024-05-09T20:20:59Z

Added VertexAIError so that users can instanceof the errors from the VertexAI SDK.
Added optional HTTP fields to errors (status, statusText, errorDetails) (mirroring google-gemini/generative-ai-js@111e970)
Moved away from using ErrorFactory towards our new error type
Added a generic error code VertexAIErrorCode.ERROR to align with the generic error in the Google AI SDK GoogleGenerativeAIError

Testing

I tested this in a React application in Chrome and Safari, and in a Node project.
instanceof and the stack trace works in these environments.

Error output in different environments

Safari

Chrome

Node

VertexAIError [FirebaseError]: Error fetching from https://firebaseml.googleapis.com/v2beta/projects/<omitted>/locations/us-central1/publishers/google/models/gemini-1.5-pro-preview-0409:generateContent: [400 Bad Request] Invalid value at 'contents[0].parts[0].text' (TYPE_STRING), 1 [{"@type":"type.googleapis.com/google.rpc.BadRequest","fieldViolations":[{"field":"contents[0].parts[0].text","description":"Invalid value at 'contents[0].parts[0].text' (TYPE_STRING), 1"}]}]
    at makeRequest (/Users/dlarocque/workspace/firebase/firebase-js-sdk/packages/vertexai/dist/index.cjs.js:408:19)
    at process.processTicksAndRejections (node:internal/process/task_queues:95:5)
    at async generateContent (/Users/dlarocque/workspace/firebase/firebase-js-sdk/packages/vertexai/dist/index.cjs.js:747:22)
    at async run (/Users/dlarocque/workspace/test/vertex-gcs-filedata/index.js:19:20) {
  code: 'fetch-error',
  customData: undefined,
  status: 400,
  statusText: 'Bad Request',
  errorDetails: [
    {
      '@type': 'type.googleapis.com/google.rpc.BadRequest',
      fieldViolations: [
        {
          field: 'contents[0].parts[0].text',
          description: "Invalid value at 'contents[0].parts[0].text' (TYPE_STRING), 1"
        }
      ]
    }
  ],
  toString: [Function (anonymous)]
}

changeset-bot · 2024-05-09T20:21:02Z

🦋 Changeset detected

Latest commit: 93588d7

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 2 packages

Name	Type
@firebase/vertexai-preview	Patch
firebase	Patch

Not sure what this means? Click here to learn what changesets are.

Click here if you're a maintainer who wants to add another changeset to this PR

google-oss-bot · 2024-05-09T20:36:56Z

Size Report ¹

Affected Products

@firebase/vertexai-preview
Type Base (8360014) Merge (b72a4db) Diff
browser 25.2 kB 25.4 kB +248 B (+1.0%)
main 25.8 kB 26.0 kB +269 B (+1.0%)
module 25.2 kB 25.4 kB +248 B (+1.0%)
firebase
Type Base (8360014) Merge (b72a4db) Diff
firebase-vertexai-preview.js 19.3 kB 19.6 kB +309 B (+1.6%)

Test Logs

https://storage.googleapis.com/firebase-sdk-metric-reports/gBYbHYzWIC.html

google-oss-bot · 2024-05-09T20:47:54Z

Size Analysis Report ¹

Affected Products

`@firebase/vertexai-preview`

`BlockReason`

Size

Type	Base (`8360014`)	Merge (`b72a4db`)	Diff
size	3.67 kB	2.94 kB	-724 B (-19.7%)
size-with-ext-deps	21.4 kB	20.7 kB	-703 B (-3.3%)

Dependency

Type Base (8360014) Merge (b72a4db) Diff

variables

15 dependencies

BlockReason
DEFAULT_LOCATION
ERRORS
FinishReason
FunctionCallingMode
FunctionDeclarationSchemaType
HarmBlockMethod
HarmBlockThreshold
HarmCategory
HarmProbability
HarmSeverity
Task
VERTEX_TYPE
name
version

14 dependencies

BlockReason
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FinishReason
FunctionCallingMode
FunctionDeclarationSchemaType
HarmBlockMethod
HarmBlockThreshold
HarmCategory
HarmProbability
HarmSeverity
Task
VERTEX_TYPE
name
version

- ERRORS

External Dependency

Module	Base (`8360014`)	Merge (`b72a4db`)	Diff
`@firebase/util`	ErrorFactory		- ErrorFactory

`ChatSession`

Size

Type	Base (`8360014`)	Merge (`b72a4db`)	Diff
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size-with-ext-deps	32.8 kB	32.5 kB	-308 B (-0.9%)

Dependency

Type Base (8360014) Merge (b72a4db) Diff

classes

ChatSession
RequestUrl
VertexAIService

ChatSession
RequestUrl
VertexAIError
VertexAIService

+ VertexAIError

variables

27 dependencies

BlockReason
DEFAULT_API_VERSION
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ERRORS
ERROR_FACTORY
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LANGUAGE_TAG
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POSSIBLE_ROLES
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Task
VALID_PARTS_PER_ROLE
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badFinishReasons
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25 dependencies

BlockReason
DEFAULT_API_VERSION
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VERTEX_TYPE
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- ERRORS
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External Dependency

Module	Base (`8360014`)	Merge (`b72a4db`)	Diff
`@firebase/util`	ErrorFactory	FirebaseError	+ FirebaseError - ErrorFactory

`FinishReason`

Size

Type	Base (`8360014`)	Merge (`b72a4db`)	Diff
size	3.67 kB	2.94 kB	-724 B (-19.7%)
size-with-ext-deps	21.4 kB	20.7 kB	-703 B (-3.3%)

Dependency

Type Base (8360014) Merge (b72a4db) Diff

variables

15 dependencies

BlockReason
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ERRORS
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14 dependencies

BlockReason
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External Dependency

Module	Base (`8360014`)	Merge (`b72a4db`)	Diff
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Size

Type	Base (`8360014`)	Merge (`b72a4db`)	Diff
size	3.67 kB	2.95 kB	-724 B (-19.7%)
size-with-ext-deps	21.4 kB	20.7 kB	-703 B (-3.3%)

Dependency

Type Base (8360014) Merge (b72a4db) Diff

variables

15 dependencies

BlockReason
DEFAULT_LOCATION
ERRORS
FinishReason
FunctionCallingMode
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Task
VERTEX_TYPE
name
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14 dependencies

BlockReason
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FinishReason
FunctionCallingMode
FunctionDeclarationSchemaType
HarmBlockMethod
HarmBlockThreshold
HarmCategory
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HarmSeverity
Task
VERTEX_TYPE
name
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- ERRORS

External Dependency

Module	Base (`8360014`)	Merge (`b72a4db`)	Diff
`@firebase/util`	ErrorFactory		- ErrorFactory

`FunctionDeclarationSchemaType`

Size

Type	Base (`8360014`)	Merge (`b72a4db`)	Diff
size	3.68 kB	2.96 kB	-724 B (-19.7%)
size-with-ext-deps	21.4 kB	20.7 kB	-703 B (-3.3%)

Dependency

Type Base (8360014) Merge (b72a4db) Diff

variables

15 dependencies

BlockReason
DEFAULT_LOCATION
ERRORS
FinishReason
FunctionCallingMode
FunctionDeclarationSchemaType
HarmBlockMethod
HarmBlockThreshold
HarmCategory
HarmProbability
HarmSeverity
Task
VERTEX_TYPE
name
version

14 dependencies

BlockReason
DEFAULT_LOCATION
FinishReason
FunctionCallingMode
FunctionDeclarationSchemaType
HarmBlockMethod
HarmBlockThreshold
HarmCategory
HarmProbability
HarmSeverity
Task
VERTEX_TYPE
name
version

- ERRORS

External Dependency

Module	Base (`8360014`)	Merge (`b72a4db`)	Diff
`@firebase/util`	ErrorFactory		- ErrorFactory

`GenerativeModel`

Size

Type	Base (`8360014`)	Merge (`b72a4db`)	Diff
size	16.7 kB	16.6 kB	-60 B (-0.4%)
size-with-ext-deps	35.1 kB	35.0 kB	-56 B (-0.2%)

Dependency

Type Base (8360014) Merge (b72a4db) Diff

classes

ChatSession
GenerativeModel
RequestUrl
VertexAIService

ChatSession
GenerativeModel
RequestUrl
VertexAIError
VertexAIService

+ VertexAIError

variables

27 dependencies

BlockReason
DEFAULT_API_VERSION
DEFAULT_BASE_URL
DEFAULT_LOCATION
ERRORS
ERROR_FACTORY
FinishReason
FunctionCallingMode
FunctionDeclarationSchemaType
HarmBlockMethod
HarmBlockThreshold
HarmCategory
HarmProbability
HarmSeverity
LANGUAGE_TAG
PACKAGE_VERSION
POSSIBLE_ROLES
SILENT_ERROR
Task
VALID_PARTS_PER_ROLE
VALID_PART_FIELDS
VALID_PREVIOUS_CONTENT_ROLES
VERTEX_TYPE
badFinishReasons
name
responseLineRE
version

25 dependencies

BlockReason
DEFAULT_API_VERSION
DEFAULT_BASE_URL
DEFAULT_LOCATION
FinishReason
FunctionCallingMode
FunctionDeclarationSchemaType
HarmBlockMethod
HarmBlockThreshold
HarmCategory
HarmProbability
HarmSeverity
LANGUAGE_TAG
PACKAGE_VERSION
POSSIBLE_ROLES
SILENT_ERROR
Task
VALID_PARTS_PER_ROLE
VALID_PART_FIELDS
VALID_PREVIOUS_CONTENT_ROLES
VERTEX_TYPE
badFinishReasons
name
responseLineRE
version

- ERRORS
- ERROR_FACTORY

External Dependency

Module	Base (`8360014`)	Merge (`b72a4db`)	Diff
`@firebase/util`	ErrorFactory	FirebaseError	+ FirebaseError - ErrorFactory

`HarmBlockMethod`

Size

Type	Base (`8360014`)	Merge (`b72a4db`)	Diff
size	3.67 kB	2.95 kB	-724 B (-19.7%)
size-with-ext-deps	21.4 kB	20.7 kB	-703 B (-3.3%)

Dependency

Type Base (8360014) Merge (b72a4db) Diff

variables

15 dependencies

BlockReason
DEFAULT_LOCATION
ERRORS
FinishReason
FunctionCallingMode
FunctionDeclarationSchemaType
HarmBlockMethod
HarmBlockThreshold
HarmCategory
HarmProbability
HarmSeverity
Task
VERTEX_TYPE
name
version

14 dependencies

BlockReason
DEFAULT_LOCATION
FinishReason
FunctionCallingMode
FunctionDeclarationSchemaType
HarmBlockMethod
HarmBlockThreshold
HarmCategory
HarmProbability
HarmSeverity
Task
VERTEX_TYPE
name
version

- ERRORS

External Dependency

Module	Base (`8360014`)	Merge (`b72a4db`)	Diff
`@firebase/util`	ErrorFactory		- ErrorFactory

`HarmBlockThreshold`

Size

Type	Base (`8360014`)	Merge (`b72a4db`)	Diff
size	3.67 kB	2.95 kB	-724 B (-19.7%)
size-with-ext-deps	21.4 kB	20.7 kB	-703 B (-3.3%)

Dependency

Type Base (8360014) Merge (b72a4db) Diff

variables

15 dependencies

BlockReason
DEFAULT_LOCATION
ERRORS
FinishReason
FunctionCallingMode
FunctionDeclarationSchemaType
HarmBlockMethod
HarmBlockThreshold
HarmCategory
HarmProbability
HarmSeverity
Task
VERTEX_TYPE
name
version

14 dependencies

BlockReason
DEFAULT_LOCATION
FinishReason
FunctionCallingMode
FunctionDeclarationSchemaType
HarmBlockMethod
HarmBlockThreshold
HarmCategory
HarmProbability
HarmSeverity
Task
VERTEX_TYPE
name
version

- ERRORS

External Dependency

Module	Base (`8360014`)	Merge (`b72a4db`)	Diff
`@firebase/util`	ErrorFactory		- ErrorFactory

`HarmCategory`

Size

Type	Base (`8360014`)	Merge (`b72a4db`)	Diff
size	3.67 kB	2.94 kB	-724 B (-19.7%)
size-with-ext-deps	21.4 kB	20.7 kB	-703 B (-3.3%)

Dependency

Type Base (8360014) Merge (b72a4db) Diff

variables

15 dependencies

BlockReason
DEFAULT_LOCATION
ERRORS
FinishReason
FunctionCallingMode
FunctionDeclarationSchemaType
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HarmBlockThreshold
HarmCategory
HarmProbability
HarmSeverity
Task
VERTEX_TYPE
name
version

14 dependencies

BlockReason
DEFAULT_LOCATION
FinishReason
FunctionCallingMode
FunctionDeclarationSchemaType
HarmBlockMethod
HarmBlockThreshold
HarmCategory
HarmProbability
HarmSeverity
Task
VERTEX_TYPE
name
version

- ERRORS

External Dependency

Module	Base (`8360014`)	Merge (`b72a4db`)	Diff
`@firebase/util`	ErrorFactory		- ErrorFactory

`HarmProbability`

Size

Type	Base (`8360014`)	Merge (`b72a4db`)	Diff
size	3.67 kB	2.95 kB	-724 B (-19.7%)
size-with-ext-deps	21.4 kB	20.7 kB	-703 B (-3.3%)

Dependency

Type Base (8360014) Merge (b72a4db) Diff

variables

15 dependencies

BlockReason
DEFAULT_LOCATION
ERRORS
FinishReason
FunctionCallingMode
FunctionDeclarationSchemaType
HarmBlockMethod
HarmBlockThreshold
HarmCategory
HarmProbability
HarmSeverity
Task
VERTEX_TYPE
name
version

14 dependencies

BlockReason
DEFAULT_LOCATION
FinishReason
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FunctionDeclarationSchemaType
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HarmBlockThreshold
HarmCategory
HarmProbability
HarmSeverity
Task
VERTEX_TYPE
name
version

- ERRORS

External Dependency

Module	Base (`8360014`)	Merge (`b72a4db`)	Diff
`@firebase/util`	ErrorFactory		- ErrorFactory

`HarmSeverity`

Size

Type	Base (`8360014`)	Merge (`b72a4db`)	Diff
size	3.67 kB	2.94 kB	-724 B (-19.7%)
size-with-ext-deps	21.4 kB	20.7 kB	-703 B (-3.3%)

Dependency

Type Base (8360014) Merge (b72a4db) Diff

variables

15 dependencies

BlockReason
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ERRORS
FinishReason
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VERTEX_TYPE
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14 dependencies

BlockReason
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Task
VERTEX_TYPE
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External Dependency

Module	Base (`8360014`)	Merge (`b72a4db`)	Diff
`@firebase/util`	ErrorFactory		- ErrorFactory

`POSSIBLE_ROLES`

Size

Type	Base (`8360014`)	Merge (`b72a4db`)	Diff
size	3.71 kB	2.99 kB	-724 B (-19.5%)
size-with-ext-deps	21.4 kB	20.7 kB	-703 B (-3.3%)

Dependency

Type Base (8360014) Merge (b72a4db) Diff

variables

16 dependencies

BlockReason
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ERRORS
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HarmBlockThreshold
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HarmProbability
HarmSeverity
POSSIBLE_ROLES
Task
VERTEX_TYPE
name
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15 dependencies

BlockReason
DEFAULT_LOCATION
FinishReason
FunctionCallingMode
FunctionDeclarationSchemaType
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HarmBlockThreshold
HarmCategory
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HarmSeverity
POSSIBLE_ROLES
Task
VERTEX_TYPE
name
version

- ERRORS

External Dependency

Module	Base (`8360014`)	Merge (`b72a4db`)	Diff
`@firebase/util`	ErrorFactory		- ErrorFactory

`VertexAIError`

Size

Type	Base (`8360014`)	Merge (`b72a4db`)	Diff
size	?	3.27 kB	? (?)
size-with-ext-deps	?	21.0 kB	? (?)

Dependency

Type	Base (`8360014`)	Merge (`b72a4db`)	Diff
functions	?	registerVertex	?
classes	?	VertexAIError VertexAIService	?
variables	?	14 dependencies BlockReason DEFAULT_LOCATION FinishReason FunctionCallingMode FunctionDeclarationSchemaType HarmBlockMethod HarmBlockThreshold HarmCategory HarmProbability HarmSeverity Task VERTEX_TYPE name version	?
enums	?		?

External Dependency

Module	Base (`8360014`)	Merge (`b72a4db`)	Diff
`@firebase/app`	?	_registerComponent registerVersion	?
`@firebase/component`	?	Component	?
`@firebase/util`	?	FirebaseError	?

`getGenerativeModel`

Size

Type	Base (`8360014`)	Merge (`b72a4db`)	Diff
size	16.7 kB	16.8 kB	+22 B (+0.1%)
size-with-ext-deps	35.2 kB	35.2 kB	+26 B (+0.1%)

Dependency

Type Base (8360014) Merge (b72a4db) Diff

classes

ChatSession
GenerativeModel
RequestUrl
VertexAIService

ChatSession
GenerativeModel
RequestUrl
VertexAIError
VertexAIService

+ VertexAIError

variables

27 dependencies

BlockReason
DEFAULT_API_VERSION
DEFAULT_BASE_URL
DEFAULT_LOCATION
ERRORS
ERROR_FACTORY
FinishReason
FunctionCallingMode
FunctionDeclarationSchemaType
HarmBlockMethod
HarmBlockThreshold
HarmCategory
HarmProbability
HarmSeverity
LANGUAGE_TAG
PACKAGE_VERSION
POSSIBLE_ROLES
SILENT_ERROR
Task
VALID_PARTS_PER_ROLE
VALID_PART_FIELDS
VALID_PREVIOUS_CONTENT_ROLES
VERTEX_TYPE
badFinishReasons
name
responseLineRE
version

25 dependencies

BlockReason
DEFAULT_API_VERSION
DEFAULT_BASE_URL
DEFAULT_LOCATION
FinishReason
FunctionCallingMode
FunctionDeclarationSchemaType
HarmBlockMethod
HarmBlockThreshold
HarmCategory
HarmProbability
HarmSeverity
LANGUAGE_TAG
PACKAGE_VERSION
POSSIBLE_ROLES
SILENT_ERROR
Task
VALID_PARTS_PER_ROLE
VALID_PART_FIELDS
VALID_PREVIOUS_CONTENT_ROLES
VERTEX_TYPE
badFinishReasons
name
responseLineRE
version

- ERRORS
- ERROR_FACTORY

External Dependency

Module	Base (`8360014`)	Merge (`b72a4db`)	Diff
`@firebase/util`	ErrorFactory	FirebaseError	+ FirebaseError - ErrorFactory

`getVertexAI`

Size

Type	Base (`8360014`)	Merge (`b72a4db`)	Diff
size	3.84 kB	3.12 kB	-719 B (-18.7%)
size-with-ext-deps	28.8 kB	28.1 kB	-703 B (-2.4%)

Dependency

Type Base (8360014) Merge (b72a4db) Diff

variables

15 dependencies

BlockReason
DEFAULT_LOCATION
ERRORS
FinishReason
FunctionCallingMode
FunctionDeclarationSchemaType
HarmBlockMethod
HarmBlockThreshold
HarmCategory
HarmProbability
HarmSeverity
Task
VERTEX_TYPE
name
version

14 dependencies

BlockReason
DEFAULT_LOCATION
FinishReason
FunctionCallingMode
FunctionDeclarationSchemaType
HarmBlockMethod
HarmBlockThreshold
HarmCategory
HarmProbability
HarmSeverity
Task
VERTEX_TYPE
name
version

- ERRORS

External Dependency

Module	Base (`8360014`)	Merge (`b72a4db`)	Diff
`@firebase/util`	ErrorFactory getModularInstance	getModularInstance	- ErrorFactory

Test Logs

https://storage.googleapis.com/firebase-sdk-metric-reports/z1atrG1bOZ.html

hsubox76

I know this looks like a lot of comments but the core of this PR was pretty solid, it's a big rewrite of the whole error architecture, thanks for putting in all the work investigating and trying different approaches.

packages/vertexai/src/types/error.ts

packages/vertexai/src/api.ts

packages/vertexai/src/requests/response-helpers.ts

packages/vertexai/src/types/error.ts

packages/vertexai/src/requests/stream-reader.ts

packages/vertexai/src/types/error.ts

hsubox76

Looks good! One more real comment and some nits.

.changeset/light-cheetahs-arrive.md

packages/vertexai/src/types/error.ts

packages/vertexai/src/api.ts

docs-devsite/vertexai-preview.md

docs-devsite/vertexai-preview.vertexaierror.md

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dlarocque force-pushed the dlarocque/vertexaierror branch from 7594331 to 5fb071b Compare May 10, 2024 15:34

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dlarocque requested a review from rachelsaunders June 24, 2024 16:52

dlarocque and others added 9 commits June 24, 2024 12:59

Add a new VertexAI error type

56bd30f

Move VertexAIError implementation away from types

30cbf28

Minor fixes from review

d3b1c9c

Fixed formatting

4eba382

Update API reports

aff2da2

Refactor VertexAIError constructor

69db6dd

Fix tests

0140b89

Update API reports

021bd88

Regenerate reference docs

0bc6023

dlarocque and others added 7 commits June 24, 2024 12:59

Respond to comments

906b4fa

Run formatter

071b510

Fix tests that reference generateContentResponse

20a93d0

Update API reports

b9caefe

Update reference documentation

af865bb

Fix reference docs

c6ad517

Update TOC

93588d7

dlarocque force-pushed the dlarocque/vertexaierror branch from a6b28b5 to 93588d7 Compare June 24, 2024 17:24

rachelsaunders approved these changes Jun 24, 2024

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dlarocque merged commit e7260e2 into master Jun 25, 2024
34 checks passed

dlarocque deleted the dlarocque/vertexaierror branch June 25, 2024 14:23

google-oss-bot mentioned this pull request Jul 2, 2024

Version Packages #8345

Merged

dlarocque mentioned this pull request Jul 2, 2024

Fix typos in VertexAI errors docs #8346

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tom-andersen pushed a commit that referenced this pull request Jul 24, 2024

Add a new VertexAI error type (#8240)

a0875c5

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[Snyk] Upgrade firebase from 10.4.0 to 10.12.3 DevJPCosta/EienOtakuv1#20

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leoo1992 mentioned this pull request Jul 25, 2024

[Snyk] Upgrade firebase from 10.12.2 to 10.12.3 leoo1992/next-tailwind-firebase#22

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[Snyk] Upgrade firebase from 10.12.2 to 10.12.3 22-sharmi/Resume-Bulider#1

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[Snyk] Upgrade firebase from 10.8.0 to 10.12.3 iky95/monkeytype#37

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[Snyk] Upgrade firebase from 10.12.2 to 10.12.3 arnonrdp/LivroLog#1028

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Add a new VertexAI error type #8240

Add a new VertexAI error type #8240

dlarocque commented May 9, 2024 •

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changeset-bot bot commented May 9, 2024 •

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google-oss-bot commented May 9, 2024 •

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`@firebase/vertexai-preview`

`firebase`

google-oss-bot commented May 9, 2024 •

edited

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`@firebase/vertexai-preview`

`BlockReason`

`ChatSession`

`FinishReason`

`FunctionCallingMode`

`FunctionDeclarationSchemaType`

`GenerativeModel`

`HarmBlockMethod`

`HarmBlockThreshold`

`HarmCategory`

`HarmProbability`

`HarmSeverity`

`POSSIBLE_ROLES`

`VertexAIError`

`getGenerativeModel`

`getVertexAI`

hsubox76 left a comment

hsubox76 left a comment

Add a new VertexAI error type #8240

Add a new VertexAI error type #8240

Conversation

dlarocque commented May 9, 2024 • edited Loading

Testing

Error output in different environments

Safari

Chrome

Node

changeset-bot bot commented May 9, 2024 • edited Loading

🦋 Changeset detected

google-oss-bot commented May 9, 2024 • edited Loading

Size Report 1

Affected Products

@firebase/vertexai-preview

firebase

Test Logs

google-oss-bot commented May 9, 2024 • edited Loading

Size Analysis Report 1

Affected Products

@firebase/vertexai-preview

BlockReason

ChatSession

FinishReason

FunctionCallingMode

FunctionDeclarationSchemaType

GenerativeModel

HarmBlockMethod

HarmBlockThreshold

HarmCategory

HarmProbability

HarmSeverity

POSSIBLE_ROLES

VertexAIError

getGenerativeModel

getVertexAI

Test Logs

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dlarocque commented May 9, 2024 •

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changeset-bot bot commented May 9, 2024 •

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google-oss-bot commented May 9, 2024 •

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Size Report ¹

`@firebase/vertexai-preview`

`firebase`

google-oss-bot commented May 9, 2024 •

edited

Loading

Size Analysis Report ¹

`@firebase/vertexai-preview`

`BlockReason`

`ChatSession`

`FinishReason`

`FunctionCallingMode`

`FunctionDeclarationSchemaType`

`GenerativeModel`

`HarmBlockMethod`

`HarmBlockThreshold`

`HarmCategory`

`HarmProbability`

`HarmSeverity`

`POSSIBLE_ROLES`

`VertexAIError`

`getGenerativeModel`

`getVertexAI`