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Merge branch 'master' into feature/view-calculations-static-formulas

This commit is contained in:
Michael Drury 2025-04-01 11:27:48 +01:00 committed by GitHub
parent 4de1d05a36 b33bc2baa6
commit 089ed603bd
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20 changed files with 505 additions and 37 deletions
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2
lerna.json
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@ -1,6 +1,6 @@
{ {
"$schema": "node_modules/lerna/schemas/lerna-schema.json", "$schema": "node_modules/lerna/schemas/lerna-schema.json",
"version": "3.8.0", "version": "3.8.1",
"npmClient": "yarn", "npmClient": "yarn",
"concurrency": 20, "concurrency": 20,
"command": { "command": {

3
packages/backend-core/src/configs/configs.ts
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@ -47,6 +47,9 @@ export async function getConfig<T extends Config>(
export async function save( export async function save(
config: Config config: Config
): Promise<{ id: string; rev: string }> { ): Promise<{ id: string; rev: string }> {
if (!config._id) {
config._id = generateConfigID(config.type)
}
const db = context.getGlobalDB() const db = context.getGlobalDB()
return db.put(config) return db.put(config)
} }

1
packages/backend-core/src/configs/tests/configs.spec.ts
View File

@ -12,7 +12,6 @@ describe("configs", () => {
const setDbPlatformUrl = async (dbUrl: string) => { const setDbPlatformUrl = async (dbUrl: string) => {
const settingsConfig = { const settingsConfig = {
_id: configs.generateConfigID(ConfigType.SETTINGS),
type: ConfigType.SETTINGS, type: ConfigType.SETTINGS,
config: { config: {
platformUrl: dbUrl, platformUrl: dbUrl,

7
packages/builder/src/pages/builder/portal/account/upgrade.svelte
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@ -20,6 +20,7 @@
import { API } from "@/api" import { API } from "@/api"
import { onMount } from "svelte" import { onMount } from "svelte"
import { sdk } from "@budibase/shared-core" import { sdk } from "@budibase/shared-core"
import { getFormattedPlanName } from "@/helpers/planTitle"
$: license = $auth.user.license $: license = $auth.user.license
$: upgradeUrl = `${$admin.accountPortalUrl}/portal/upgrade` $: upgradeUrl = `${$admin.accountPortalUrl}/portal/upgrade`
@ -260,7 +261,11 @@
<Layout gap="XS" noPadding> <Layout gap="XS" noPadding>
<Heading size="XS">Plan</Heading> <Heading size="XS">Plan</Heading>
<Layout noPadding gap="S"> <Layout noPadding gap="S">
<Body size="S">You are currently on the {license.plan.type} plan</Body> <Body size="S"
>You are currently on the <b
>{getFormattedPlanName(license.plan.type)}</b
></Body
>
<div> <div>
<Body size="S" <Body size="S"
>If you purchase or update your plan on the account</Body >If you purchase or update your plan on the account</Body

2
packages/pro

@ -1 +1 @@
Subproject commit 40c36f86584568d31abd6dd5b6b00dd3a458093f Subproject commit 4417bceb24eabdd9a8c1615fb83c4e6fe8c0c914

1
packages/server/package.json
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@ -49,6 +49,7 @@
"author": "Budibase", "author": "Budibase",
"license": "GPL-3.0", "license": "GPL-3.0",
"dependencies": { "dependencies": {
"@anthropic-ai/sdk": "^0.27.3",
"@apidevtools/swagger-parser": "10.0.3", "@apidevtools/swagger-parser": "10.0.3",
"@aws-sdk/client-dynamodb": "3.709.0", "@aws-sdk/client-dynamodb": "3.709.0",
"@aws-sdk/client-s3": "3.709.0", "@aws-sdk/client-s3": "3.709.0",

1
packages/server/scripts/dev/manage.js
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@ -47,6 +47,7 @@ async function init() {
VERSION: "0.0.0+local", VERSION: "0.0.0+local",
PASSWORD_MIN_LENGTH: "1", PASSWORD_MIN_LENGTH: "1",
OPENAI_API_KEY: "sk-abcdefghijklmnopqrstuvwxyz1234567890abcd", OPENAI_API_KEY: "sk-abcdefghijklmnopqrstuvwxyz1234567890abcd",
BUDICLOUD_URL: "https://budibaseqa.app",
} }
config = { ...config, ...existingConfig } config = { ...config, ...existingConfig }

328
packages/server/src/api/routes/tests/ai.spec.ts Normal file
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@ -0,0 +1,328 @@
import { mockChatGPTResponse } from "../../../tests/utilities/mocks/ai/openai"
import TestConfiguration from "../../../tests/utilities/TestConfiguration"
import nock from "nock"
import { configs, env, features, setEnv } from "@budibase/backend-core"
import {
AIInnerConfig,
ConfigType,
License,
PlanModel,
PlanType,
ProviderConfig,
} from "@budibase/types"
import { context } from "@budibase/backend-core"
import { mocks } from "@budibase/backend-core/tests"
import { MockLLMResponseFn } from "../../../tests/utilities/mocks/ai"
import { mockAnthropicResponse } from "../../../tests/utilities/mocks/ai/anthropic"
function dedent(str: string) {
return str
.split("\n")
.map(line => line.trim())
.join("\n")
}
type SetupFn = (
config: TestConfiguration
) => Promise<() => Promise<void> | void>
interface TestSetup {
name: string
setup: SetupFn
mockLLMResponse: MockLLMResponseFn
selfHostOnly?: boolean
}
function budibaseAI(): SetupFn {
return async () => {
const cleanup = setEnv({
OPENAI_API_KEY: "test-key",
})
mocks.licenses.useBudibaseAI()
return async () => {
mocks.licenses.useCloudFree()
cleanup()
}
}
}
function customAIConfig(providerConfig: Partial<ProviderConfig>): SetupFn {
return async (config: TestConfiguration) => {
mocks.licenses.useAICustomConfigs()
const innerConfig: AIInnerConfig = {
myaiconfig: {
provider: "OpenAI",
name: "OpenAI",
apiKey: "test-key",
defaultModel: "gpt-4o-mini",
active: true,
isDefault: true,
...providerConfig,
},
}
const { id, rev } = await config.doInTenant(
async () =>
await configs.save({
type: ConfigType.AI,
config: innerConfig,
})
)
return async () => {
mocks.licenses.useCloudFree()
await config.doInTenant(async () => {
const db = context.getGlobalDB()
await db.remove(id, rev)
})
}
}
}
const providers: TestSetup[] = [
{
name: "OpenAI API key",
setup: async () => {
return setEnv({
OPENAI_API_KEY: "test-key",
})
},
mockLLMResponse: mockChatGPTResponse,
selfHostOnly: true,
},
{
name: "OpenAI API key with custom config",
setup: customAIConfig({ provider: "OpenAI", defaultModel: "gpt-4o-mini" }),
mockLLMResponse: mockChatGPTResponse,
},
{
name: "Anthropic API key with custom config",
setup: customAIConfig({
provider: "Anthropic",
defaultModel: "claude-3-5-sonnet-20240620",
}),
mockLLMResponse: mockAnthropicResponse,
},
{
name: "BudibaseAI",
setup: budibaseAI(),
mockLLMResponse: mockChatGPTResponse,
},
]
describe("AI", () => {
const config = new TestConfiguration()
beforeAll(async () => {
await config.init()
})
afterAll(() => {
config.end()
})
beforeEach(() => {
nock.cleanAll()
})
describe.each(providers)(
"provider: $name",
({ setup, mockLLMResponse, selfHostOnly }: TestSetup) => {
let cleanup: () => Promise<void> | void
beforeAll(async () => {
cleanup = await setup(config)
})
afterAll(async () => {
const maybePromise = cleanup()
if (maybePromise) {
await maybePromise
}
})
describe("POST /api/ai/js", () => {
let cleanup: () => void
beforeAll(() => {
cleanup = features.testutils.setFeatureFlags("*", {
AI_JS_GENERATION: true,
})
})
afterAll(() => {
cleanup()
})
it("handles correct plain code response", async () => {
mockLLMResponse(`return 42`)
const { code } = await config.api.ai.generateJs({ prompt: "test" })
expect(code).toBe("return 42")
})
it("handles correct markdown code response", async () => {
mockLLMResponse(
dedent(`
\`\`\`js
return 42
\`\`\`
`)
)
const { code } = await config.api.ai.generateJs({ prompt: "test" })
expect(code).toBe("return 42")
})
it("handles multiple markdown code blocks returned", async () => {
mockLLMResponse(
dedent(`
This:
\`\`\`js
return 42
\`\`\`
Or this:
\`\`\`js
return 10
\`\`\`
`)
)
const { code } = await config.api.ai.generateJs({ prompt: "test" })
expect(code).toBe("return 42")
})
// TODO: handle when this happens
it.skip("handles no code response", async () => {
mockLLMResponse("I'm sorry, you're quite right, etc.")
const { code } = await config.api.ai.generateJs({ prompt: "test" })
expect(code).toBe("")
})
it("handles LLM errors", async () => {
mockLLMResponse(() => {
throw new Error("LLM error")
})
await config.api.ai.generateJs({ prompt: "test" }, { status: 500 })
})
})
describe("POST /api/ai/cron", () => {
it("handles correct cron response", async () => {
mockLLMResponse("0 0 * * *")
const { message } = await config.api.ai.generateCron({
prompt: "test",
})
expect(message).toBe("0 0 * * *")
})
it("handles expected LLM error", async () => {
mockLLMResponse("Error generating cron: skill issue")
await config.api.ai.generateCron(
{
prompt: "test",
},
{ status: 400 }
)
})
it("handles unexpected LLM error", async () => {
mockLLMResponse(() => {
throw new Error("LLM error")
})
await config.api.ai.generateCron(
{
prompt: "test",
},
{ status: 500 }
)
})
})
!selfHostOnly &&
describe("POST /api/ai/chat", () => {
let envCleanup: () => void
let featureCleanup: () => void
beforeAll(() => {
envCleanup = setEnv({ SELF_HOSTED: false })
featureCleanup = features.testutils.setFeatureFlags("*", {
AI_JS_GENERATION: true,
})
})
afterAll(() => {
featureCleanup()
envCleanup()
})
beforeEach(() => {
const license: License = {
plan: {
type: PlanType.FREE,
model: PlanModel.PER_USER,
usesInvoicing: false,
},
features: [],
quotas: {} as any,
tenantId: config.tenantId,
}
nock(env.ACCOUNT_PORTAL_URL).get("/api/license").reply(200, license)
})
it("handles correct chat response", async () => {
mockLLMResponse("Hi there!")
const { message } = await config.api.ai.chat({
messages: [{ role: "user", content: "Hello!" }],
licenseKey: "test-key",
})
expect(message).toBe("Hi there!")
})
it("handles chat response error", async () => {
mockLLMResponse(() => {
throw new Error("LLM error")
})
await config.api.ai.chat(
{
messages: [{ role: "user", content: "Hello!" }],
licenseKey: "test-key",
},
{ status: 500 }
)
})
it("handles no license", async () => {
nock.cleanAll()
nock(env.ACCOUNT_PORTAL_URL).get("/api/license").reply(404)
await config.api.ai.chat(
{
messages: [{ role: "user", content: "Hello!" }],
licenseKey: "test-key",
},
{
status: 403,
}
)
})
it("handles no license key", async () => {
await config.api.ai.chat(
{
messages: [{ role: "user", content: "Hello!" }],
// @ts-expect-error - intentionally wrong
licenseKey: undefined,
},
{
status: 403,
}
)
})
})
}
)
})

2
packages/server/src/api/routes/tests/row.spec.ts
View File

@ -46,7 +46,7 @@ import { withEnv } from "../../../environment"
import { JsTimeoutError } from "@budibase/string-templates" import { JsTimeoutError } from "@budibase/string-templates"
import { isDate } from "../../../utilities" import { isDate } from "../../../utilities"
import nock from "nock" import nock from "nock"
import { mockChatGPTResponse } from "../../../tests/utilities/mocks/openai" import { mockChatGPTResponse } from "../../../tests/utilities/mocks/ai/openai"
const timestamp = new Date("2023-01-26T11:48:57.597Z").toISOString() const timestamp = new Date("2023-01-26T11:48:57.597Z").toISOString()
tk.freeze(timestamp) tk.freeze(timestamp)

2
packages/server/src/api/routes/tests/search.spec.ts
View File

@ -44,7 +44,7 @@ import { generator, structures, mocks } from "@budibase/backend-core/tests"
import { DEFAULT_EMPLOYEE_TABLE_SCHEMA } from "../../../db/defaultData/datasource_bb_default" import { DEFAULT_EMPLOYEE_TABLE_SCHEMA } from "../../../db/defaultData/datasource_bb_default"
import { generateRowIdField } from "../../../integrations/utils" import { generateRowIdField } from "../../../integrations/utils"
import { cloneDeep } from "lodash/fp" import { cloneDeep } from "lodash/fp"
import { mockChatGPTResponse } from "../../../tests/utilities/mocks/openai" import { mockChatGPTResponse } from "../../../tests/utilities/mocks/ai/openai"
const descriptions = datasourceDescribe({ plus: true }) const descriptions = datasourceDescribe({ plus: true })

2
packages/server/src/api/routes/tests/viewV2.spec.ts
View File

@ -42,7 +42,7 @@ import { datasourceDescribe } from "../../../integrations/tests/utils"
import merge from "lodash/merge" import merge from "lodash/merge"
import { quotas } from "@budibase/pro" import { quotas } from "@budibase/pro"
import { context, db, events, roles, setEnv } from "@budibase/backend-core" import { context, db, events, roles, setEnv } from "@budibase/backend-core"
import { mockChatGPTResponse } from "../../../tests/utilities/mocks/openai" import { mockChatGPTResponse } from "../../../tests/utilities/mocks/ai/openai"
import nock from "nock" import nock from "nock"
const descriptions = datasourceDescribe({ plus: true }) const descriptions = datasourceDescribe({ plus: true })

23
packages/server/src/automations/tests/steps/openai.spec.ts
View File

@ -1,11 +1,8 @@
import { createAutomationBuilder } from "../utilities/AutomationTestBuilder" import { createAutomationBuilder } from "../utilities/AutomationTestBuilder"
import { setEnv as setCoreEnv } from "@budibase/backend-core" import { setEnv as setCoreEnv, withEnv } from "@budibase/backend-core"
import { Model, MonthlyQuotaName, QuotaUsageType } from "@budibase/types" import { Model, MonthlyQuotaName, QuotaUsageType } from "@budibase/types"
import TestConfiguration from "../../..//tests/utilities/TestConfiguration" import TestConfiguration from "../../..//tests/utilities/TestConfiguration"
import { import { mockChatGPTResponse } from "../../../tests/utilities/mocks/ai/openai"
mockChatGPTError,
mockChatGPTResponse,
} from "../../../tests/utilities/mocks/openai"
import nock from "nock" import nock from "nock"
import { mocks } from "@budibase/backend-core/tests" import { mocks } from "@budibase/backend-core/tests"
import { quotas } from "@budibase/pro" import { quotas } from "@budibase/pro"
@ -83,7 +80,9 @@ describe("test the openai action", () => {
}) })
it("should present the correct error message when an error is thrown from the createChatCompletion call", async () => { it("should present the correct error message when an error is thrown from the createChatCompletion call", async () => {
mockChatGPTError() mockChatGPTResponse(() => {
throw new Error("oh no")
})
const result = await expectAIUsage(0, () => const result = await expectAIUsage(0, () =>
createAutomationBuilder(config) createAutomationBuilder(config)
@ -108,11 +107,13 @@ describe("test the openai action", () => {
// path, because we've enabled Budibase AI. The exact value depends on a // path, because we've enabled Budibase AI. The exact value depends on a
// calculation we use to approximate cost. This uses Budibase's OpenAI API // calculation we use to approximate cost. This uses Budibase's OpenAI API
// key, so we charge users for it. // key, so we charge users for it.
const result = await expectAIUsage(14, () => const result = await withEnv({ SELF_HOSTED: false }, () =>
createAutomationBuilder(config) expectAIUsage(14, () =>
.onAppAction() createAutomationBuilder(config)
.openai({ model: Model.GPT_4O_MINI, prompt: "Hello, world" }) .onAppAction()
.test({ fields: {} }) .openai({ model: Model.GPT_4O_MINI, prompt: "Hello, world" })
.test({ fields: {} })
)
) )
expect(result.steps[0].outputs.response).toEqual("This is a test") expect(result.steps[0].outputs.response).toEqual("This is a test")

5
packages/server/src/constants/screens.ts
View File

@ -365,7 +365,11 @@ export function createSampleDataTableScreen(): Screen {
_component: "@budibase/standard-components/textv2", _component: "@budibase/standard-components/textv2",
_styles: { _styles: {
normal: { normal: {
"--grid-desktop-col-start": 1,
"--grid-desktop-col-end": 3, "--grid-desktop-col-end": 3,
"--grid-desktop-row-start": 1,
"--grid-desktop-row-end": 3,
"--grid-mobile-col-end": 7,
}, },
hover: {}, hover: {},
active: {}, active: {},
@ -384,6 +388,7 @@ export function createSampleDataTableScreen(): Screen {
"--grid-desktop-row-start": 1, "--grid-desktop-row-start": 1,
"--grid-desktop-row-end": 3, "--grid-desktop-row-end": 3,
"--grid-desktop-h-align": "end", "--grid-desktop-h-align": "end",
"--grid-mobile-col-start": 7,
}, },
hover: {}, hover: {},
active: {}, active: {},

47
packages/server/src/tests/utilities/api/ai.ts Normal file
View File

@ -0,0 +1,47 @@
import {
ChatCompletionRequest,
ChatCompletionResponse,
GenerateCronRequest,
GenerateCronResponse,
GenerateJsRequest,
GenerateJsResponse,
} from "@budibase/types"
import { Expectations, TestAPI } from "./base"
import { constants } from "@budibase/backend-core"
export class AIAPI extends TestAPI {
generateJs = async (
req: GenerateJsRequest,
expectations?: Expectations
): Promise<GenerateJsResponse> => {
return await this._post<GenerateJsResponse>(`/api/ai/js`, {
body: req,
expectations,
})
}
generateCron = async (
req: GenerateCronRequest,
expectations?: Expectations
): Promise<GenerateCronResponse> => {
return await this._post<GenerateCronResponse>(`/api/ai/cron`, {
body: req,
expectations,
})
}
chat = async (
req: ChatCompletionRequest & { licenseKey: string },
expectations?: Expectations
): Promise<ChatCompletionResponse> => {
const headers: Record<string, string> = {}
if (req.licenseKey) {
headers[constants.Header.LICENSE_KEY] = req.licenseKey
}
return await this._post<ChatCompletionResponse>(`/api/ai/chat`, {
body: req,
headers,
expectations,
})
}
}

3
packages/server/src/tests/utilities/api/index.ts
View File

@ -22,8 +22,10 @@ import { UserPublicAPI } from "./public/user"
import { MiscAPI } from "./misc" import { MiscAPI } from "./misc"
import { OAuth2API } from "./oauth2" import { OAuth2API } from "./oauth2"
import { AssetsAPI } from "./assets" import { AssetsAPI } from "./assets"
import { AIAPI } from "./ai"
export default class API { export default class API {
ai: AIAPI
application: ApplicationAPI application: ApplicationAPI
attachment: AttachmentAPI attachment: AttachmentAPI
automation: AutomationAPI automation: AutomationAPI
@ -52,6 +54,7 @@ export default class API {
} }
constructor(config: TestConfiguration) { constructor(config: TestConfiguration) {
this.ai = new AIAPI(config)
this.application = new ApplicationAPI(config) this.application = new ApplicationAPI(config)
this.attachment = new AttachmentAPI(config) this.attachment = new AttachmentAPI(config)
this.automation = new AutomationAPI(config) this.automation = new AutomationAPI(config)

48
packages/server/src/tests/utilities/mocks/ai/anthropic.ts Normal file
View File

@ -0,0 +1,48 @@
import AnthropicClient from "@anthropic-ai/sdk"
import nock from "nock"
import { MockLLMResponseFn, MockLLMResponseOpts } from "."
let chatID = 1
const SPACE_REGEX = /\s+/g
export const mockAnthropicResponse: MockLLMResponseFn = (
answer: string | ((prompt: string) => string),
opts?: MockLLMResponseOpts
) => {
return nock(opts?.host || "https://api.anthropic.com")
.post("/v1/messages")
.reply((uri: string, body: nock.Body) => {
const req = body as AnthropicClient.MessageCreateParamsNonStreaming
const prompt = req.messages[0].content
if (typeof prompt !== "string") {
throw new Error("Anthropic mock only supports string prompts")
}
let content
if (typeof answer === "function") {
try {
content = answer(prompt)
} catch (e) {
return [500, "Internal Server Error"]
}
} else {
content = answer
}
const resp: AnthropicClient.Messages.Message = {
id: `${chatID++}`,
type: "message",
role: "assistant",
model: req.model,
stop_reason: "end_turn",
usage: {
input_tokens: prompt.split(SPACE_REGEX).length,
output_tokens: content.split(SPACE_REGEX).length,
},
stop_sequence: null,
content: [{ type: "text", text: content }],
}
return [200, resp]
})
.persist()
}

10
packages/server/src/tests/utilities/mocks/ai/index.ts Normal file
View File

@ -0,0 +1,10 @@
import { Scope } from "nock"
export interface MockLLMResponseOpts {
host?: string
}
export type MockLLMResponseFn = (
answer: string | ((prompt: string) => string),
opts?: MockLLMResponseOpts
) => Scope

33
packages/server/src/tests/utilities/mocks/openai.ts → packages/server/src/tests/utilities/mocks/ai/openai.ts
View File

@ -1,12 +1,9 @@
import nock from "nock" import nock from "nock"
import { MockLLMResponseFn, MockLLMResponseOpts } from "."
let chatID = 1 let chatID = 1
const SPACE_REGEX = /\s+/g const SPACE_REGEX = /\s+/g
interface MockChatGPTResponseOpts {
host?: string
}
interface Message { interface Message {
role: string role: string
content: string content: string
@ -47,19 +44,24 @@ interface ChatCompletionResponse {
usage: Usage usage: Usage
} }
export function mockChatGPTResponse( export const mockChatGPTResponse: MockLLMResponseFn = (
answer: string | ((prompt: string) => string), answer: string | ((prompt: string) => string),
opts?: MockChatGPTResponseOpts opts?: MockLLMResponseOpts
) { ) => {
return nock(opts?.host || "https://api.openai.com") return nock(opts?.host || "https://api.openai.com")
.post("/v1/chat/completions") .post("/v1/chat/completions")
.reply(200, (uri: string, requestBody: ChatCompletionRequest) => { .reply((uri: string, body: nock.Body) => {
const messages = requestBody.messages const req = body as ChatCompletionRequest
const messages = req.messages
const prompt = messages[0].content const prompt = messages[0].content
let content let content
if (typeof answer === "function") { if (typeof answer === "function") {
content = answer(prompt) try {
content = answer(prompt)
} catch (e) {
return [500, "Internal Server Error"]
}
} else { } else {
content = answer content = answer
} }
@ -76,7 +78,7 @@ export function mockChatGPTResponse(
id: `chatcmpl-${chatID}`, id: `chatcmpl-${chatID}`,
object: "chat.completion", object: "chat.completion",
created: Math.floor(Date.now() / 1000), created: Math.floor(Date.now() / 1000),
model: requestBody.model, model: req.model,
system_fingerprint: `fp_${chatID}`, system_fingerprint: `fp_${chatID}`,
choices: [ choices: [
{ {
@ -97,14 +99,7 @@ export function mockChatGPTResponse(
}, },
}, },
} }
return response return [200, response]
}) })
.persist() .persist()
} }
export function mockChatGPTError() {
return nock("https://api.openai.com")
.post("/v1/chat/completions")
.reply(500, "Internal Server Error")
.persist()
}

21
packages/types/src/api/web/ai.ts
View File

@ -1,5 +1,18 @@
import { EnrichedBinding } from "../../ui" import { EnrichedBinding } from "../../ui"
export interface Message {
role: "system" | "user"
content: string
}
export interface ChatCompletionRequest {
messages: Message[]
}
export interface ChatCompletionResponse {
message?: string
}
export interface GenerateJsRequest { export interface GenerateJsRequest {
prompt: string prompt: string
bindings?: EnrichedBinding[] bindings?: EnrichedBinding[]
@ -8,3 +21,11 @@ export interface GenerateJsRequest {
export interface GenerateJsResponse { export interface GenerateJsResponse {
code: string code: string
} }
export interface GenerateCronRequest {
prompt: string
}
export interface GenerateCronResponse {
message?: string
}

1
packages/types/src/documents/global/config.ts
View File

@ -117,6 +117,7 @@ export type AIProvider =
| "AzureOpenAI" | "AzureOpenAI"
| "TogetherAI" | "TogetherAI"
| "Custom" | "Custom"
| "BudibaseAI"
export interface ProviderConfig { export interface ProviderConfig {
provider: AIProvider provider: AIProvider