feat(ai): support image-guided generation (#37998)
Co-authored-by: Aiden Cline <rekram1-node@users.noreply.github.com>
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19 changed files with 756 additions and 80 deletions
34
packages/ai/src/protocols/utils/image-input.ts
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34
packages/ai/src/protocols/utils/image-input.ts
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import { Effect, Encoding } from "effect"
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import type { ImageInput } from "../../image"
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import { InvalidRequestReason, LLMError } from "../../schema"
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const invalid = (module: string, message: string) =>
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new LLMError({
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module,
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method: "generate",
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reason: new InvalidRequestReason({ message }),
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})
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export const dataUrl = (input: Extract<ImageInput, { readonly type: "bytes" }>) =>
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`data:${input.mediaType};base64,${Encoding.encodeBase64(input.data)}`
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export const decodeDataUrl = (
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url: string,
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module: string,
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): Effect.Effect<{ readonly mediaType: string; readonly data: Uint8Array } | undefined, LLMError> => {
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if (!url.startsWith("data:")) return Effect.succeed(undefined)
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const match = /^data:([^;,]+);base64,(.*)$/s.exec(url)
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if (!match) return Effect.fail(invalid(module, "Image data URLs must contain a MIME type and base64 data"))
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return Effect.fromResult(Encoding.decodeBase64(match[2])).pipe(
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Effect.mapError(() => invalid(module, "Image data URL contains invalid base64 data")),
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Effect.map((data) => ({ mediaType: match[1], data })),
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)
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}
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export const invalidImageInput = invalid
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export const ImageInputs = {
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dataUrl,
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decodeDataUrl,
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invalid: invalidImageInput,
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} as const
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