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Implements the first version of telemetry. - Created telemetry js package and added it to latitude's TS SDK. - Telemetry supports automatic telemetry data collection for the following providers: - OpenAI - Anthropic - Azure AI - Cohere - Google Vertex AI - Google AI Platform - AWS Bedrock - Vercel SDK (and all its providers) - Added backend to ingest traces and spans - Added frontend to visualize traces and spans - Added actions to automatically create prompts from spans - Added manual tracing with SDK's telemetry.span() method - Added automatic prompt log creation when a span is associated with a prompt
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name: latitude-llm | ||
windows: | ||
- web: cd apps/web | ||
- apps: pnpm dev --filter='./apps/*' --filter='./packages/sdks/typescript' --filter='./packages/compiler' | ||
- web: cd . | ||
- apps: pnpm dev --filter='./apps/*' | ||
- packages: pnpm dev --filter='./packages/*' | ||
- docker: docker compose up --menu=false | ||
- studio: cd packages/core && pnpm db:studio |
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apps/gateway/src/routes/api/v2/evaluations/handlers/getOrCreate.ts
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import { zValidator } from '@hono/zod-validator' | ||
import { | ||
EvaluationMetadataType, | ||
resultConfigurationSchema, | ||
} from '@latitude-data/core/browser' | ||
import { NotFoundError } from '@latitude-data/core/lib/errors' | ||
import { | ||
CommitsRepository, | ||
DocumentVersionsRepository, | ||
EvaluationsRepository, | ||
} from '@latitude-data/core/repositories' | ||
import { connectEvaluations } from '@latitude-data/core/services/evaluations/connect' | ||
import { createAndConnect } from '@latitude-data/core/services/evaluations/createAndConnect' | ||
import { Factory } from 'hono/factory' | ||
import { z } from 'zod' | ||
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const factory = new Factory() | ||
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// Reuse the same schema structure from the createEvaluationAction | ||
const advancedEvaluationMetadataSchema = z.object({ | ||
type: z.literal(EvaluationMetadataType.LlmAsJudgeAdvanced), | ||
prompt: z.string(), | ||
}) | ||
const simpleEvaluationMetadataSchema = z.object({ | ||
type: z.literal(EvaluationMetadataType.LlmAsJudgeSimple), | ||
providerApiKeyId: z.number().optional(), | ||
model: z.string().optional(), | ||
objective: z.string(), | ||
additionalInstructions: z.string(), | ||
}) | ||
const defaultEvaluationMetadataSchema = z.object({ | ||
type: z.literal(EvaluationMetadataType.Manual), | ||
}) | ||
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const getOrCreateSchema = z.object({ | ||
name: z.string(), | ||
description: z.string(), | ||
resultConfiguration: resultConfigurationSchema, | ||
metadata: z.discriminatedUnion('type', [ | ||
advancedEvaluationMetadataSchema, | ||
simpleEvaluationMetadataSchema, | ||
defaultEvaluationMetadataSchema, | ||
]), | ||
projectId: z.number().optional(), | ||
promptPath: z.string().optional(), | ||
}) | ||
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export const getOrCreateHandler = factory.createHandlers( | ||
zValidator('json', getOrCreateSchema), | ||
async (c) => { | ||
const workspace = c.get('workspace') | ||
const user = c.get('user') | ||
const input = c.req.valid('json') | ||
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// Try to find existing evaluation by name | ||
const evaluationsScope = new EvaluationsRepository(workspace.id) | ||
const existingEvaluation = await evaluationsScope | ||
.findByName(input.name) | ||
.then((r) => r.unwrap()) | ||
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let documentUuid: string | undefined | ||
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if (input.promptPath && input.projectId) { | ||
const documentsScope = new DocumentVersionsRepository(workspace.id) | ||
const commitsScope = new CommitsRepository(workspace.id) | ||
const headCommit = await commitsScope | ||
.getHeadCommit(input.projectId) | ||
.then((r) => r.unwrap()) | ||
if (!headCommit) { | ||
throw new NotFoundError('No head commit found') | ||
} | ||
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const document = await documentsScope | ||
.getDocumentByPath({ | ||
commit: headCommit, | ||
path: input.promptPath, | ||
}) | ||
.then((r) => r.unwrap()) | ||
documentUuid = document.documentUuid | ||
} | ||
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if (existingEvaluation) { | ||
if (documentUuid) { | ||
const connectResult = await connectEvaluations({ | ||
workspace, | ||
documentUuid, | ||
evaluationUuids: [existingEvaluation.uuid], | ||
user, | ||
}) | ||
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if (connectResult.error) { | ||
throw connectResult.error | ||
} | ||
} | ||
return c.json(existingEvaluation) | ||
} | ||
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const result = await createAndConnect({ | ||
workspace, | ||
user, | ||
name: input.name, | ||
description: input.description, | ||
metadataType: input.metadata.type, | ||
metadata: input.metadata, | ||
resultType: input.resultConfiguration.type, | ||
resultConfiguration: input.resultConfiguration, | ||
documentUuid, | ||
}) | ||
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if (result.error) { | ||
throw result.error | ||
} | ||
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return c.json(result.unwrap()) | ||
}, | ||
) |
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import { Hono } from 'hono' | ||
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import { getOrCreateHandler } from './handlers/getOrCreate' | ||
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export const evaluationsRouter = new Hono() | ||
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evaluationsRouter.post('/get-or-create', ...getOrCreateHandler) |
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