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feature: suggest evaluations form our templates with AI (#306)
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70 changes: 70 additions & 0 deletions
70
apps/web/src/actions/evaluations/generateSuggestedEvaluations.ts
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,70 @@ | ||
| 'use server' | ||
|
|
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| import { createHash } from 'crypto' | ||
|
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| import { ChainObjectResponse } from '@latitude-data/core/browser' | ||
| import { cache } from '@latitude-data/core/cache' | ||
| import { findAllEvaluationTemplates } from '@latitude-data/core/data-access' | ||
| import { BadRequestError } from '@latitude-data/core/lib/errors' | ||
| import { createSdk } from '$/app/(private)/_lib/createSdk' | ||
| import env from '$/env' | ||
| import { SuggestedEvaluation } from '$/stores/suggestedEvaluations' | ||
| import { z } from 'zod' | ||
|
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| import { authProcedure } from '../procedures' | ||
|
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| export const generateSuggestedEvaluationsAction = authProcedure | ||
| .createServerAction() | ||
| .input( | ||
| z.object({ | ||
| documentContent: z.string(), | ||
| }), | ||
| ) | ||
| .handler(async ({ input }) => { | ||
| if (!env.DATASET_GENERATOR_WORKSPACE_APIKEY) { | ||
| throw new BadRequestError('DATASET_GENERATOR_WORKSPACE_APIKEY is not set') | ||
| } | ||
| if (!env.TEMPLATES_SUGGESTION_PROJECT_ID) { | ||
| throw new BadRequestError('TEMPLATES_SUGGESTION_PROJECT_ID is not set') | ||
| } | ||
| if (!env.TEMPLATES_SUGGESTION_PROMPT_PATH) { | ||
| throw new BadRequestError('TEMPLATES_SUGGESTION_PROMPT_PATH is not set') | ||
| } | ||
|
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| const cacheInstance = await cache() | ||
| const contentHash = createHash('sha1') | ||
| .update(input.documentContent) | ||
| .digest('hex') | ||
| const cacheKey = `suggested_evaluations:${contentHash}` | ||
|
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| const cachedResult = await cacheInstance.get(cacheKey) | ||
| if (cachedResult) { | ||
| return JSON.parse(cachedResult) as SuggestedEvaluation[] | ||
| } | ||
|
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| const templates = await findAllEvaluationTemplates().then((r) => r.unwrap()) | ||
| const templateString = templates | ||
| .map((t) => `${t.id}\n${t.name}\n${t.description}\n`) | ||
| .join('\n') | ||
| const sdk = await createSdk({ | ||
| apiKey: env.DATASET_GENERATOR_WORKSPACE_APIKEY, | ||
| projectId: env.TEMPLATES_SUGGESTION_PROJECT_ID, | ||
| }).then((r) => r.unwrap()) | ||
| const result = await sdk.run(env.TEMPLATES_SUGGESTION_PROMPT_PATH, { | ||
| parameters: { | ||
| templates: templateString, | ||
| prompt: input.documentContent, | ||
| }, | ||
| }) | ||
|
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| if (!result) return [] | ||
|
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| const res = result.response as ChainObjectResponse | ||
| if (!res.object) return [] | ||
|
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| const suggestedEvaluations = res.object[0] as SuggestedEvaluation[] | ||
|
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| await cacheInstance.set(cacheKey, JSON.stringify(suggestedEvaluations)) | ||
|
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| return suggestedEvaluations | ||
| }) |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,40 @@ | ||
| 'use client' | ||
|
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| import { generateSuggestedEvaluationsAction } from '$/actions/evaluations/generateSuggestedEvaluations' | ||
| import useSWR, { SWRConfiguration } from 'swr' | ||
|
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| export interface SuggestedEvaluation { | ||
| id: number | ||
| title: string | ||
| description: string | ||
| } | ||
|
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| export default function useSuggestedEvaluations( | ||
| documentContent?: string | null, | ||
| opts?: SWRConfiguration, | ||
| ) { | ||
| const { data, error, isLoading } = useSWR<SuggestedEvaluation[]>( | ||
| [ | ||
| 'suggestedEvaluations', | ||
| documentContent ? documentContent.slice(-100) : null, | ||
| ], | ||
| async () => { | ||
| if (!documentContent) return [] | ||
|
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| const [data, error] = await generateSuggestedEvaluationsAction({ | ||
| documentContent, | ||
| }) | ||
|
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| if (error) return [] | ||
|
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| return data | ||
| }, | ||
| opts, | ||
| ) | ||
|
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| return { | ||
| data: data || [], | ||
| isLoading, | ||
| error, | ||
| } | ||
| } |
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