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Voyage Integration #399

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Aug 19, 2024
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2 changes: 2 additions & 0 deletions src/globals.ts
Original file line number Diff line number Diff line change
Expand Up @@ -54,6 +54,7 @@ export const ZHIPU: string = 'zhipu';
export const NOVITA_AI: string = 'novita-ai';
export const MONSTERAPI: string = 'monsterapi';
export const PREDIBASE: string = 'predibase';
export const VOYAGE: string = 'voyage';

export const VALID_PROVIDERS = [
ANTHROPIC,
Expand Down Expand Up @@ -86,6 +87,7 @@ export const VALID_PROVIDERS = [
NOVITA_AI,
MONSTERAPI,
PREDIBASE,
VOYAGE,
];

export const CONTENT_TYPES = {
Expand Down
2 changes: 2 additions & 0 deletions src/providers/index.ts
Original file line number Diff line number Diff line change
Expand Up @@ -29,6 +29,7 @@ import ZhipuConfig from './zhipu';
import NovitaAIConfig from './novita-ai';
import MonsterAPIConfig from './monsterapi';
import PredibaseConfig from './predibase';
import VoyageConfig from './voyage';

const Providers: { [key: string]: ProviderConfigs } = {
openai: OpenAIConfig,
Expand Down Expand Up @@ -61,6 +62,7 @@ const Providers: { [key: string]: ProviderConfigs } = {
'novita-ai': NovitaAIConfig,
monsterapi: MonsterAPIConfig,
predibase: PredibaseConfig,
voyage: VoyageConfig,
};

export default Providers;
18 changes: 18 additions & 0 deletions src/providers/voyage/api.ts
Original file line number Diff line number Diff line change
@@ -0,0 +1,18 @@
import { ProviderAPIConfig } from '../types';

const VoyageAPIConfig: ProviderAPIConfig = {
getBaseURL: () => 'https://api.voyageai.com/v1',
headers: ({ providerOptions }) => {
return { Authorization: `Bearer ${providerOptions.apiKey}` };
},
getEndpoint: ({ fn }) => {
switch (fn) {
case 'embed':
return '/embeddings';
default:
return '';
}
},
};

export default VoyageAPIConfig;
96 changes: 96 additions & 0 deletions src/providers/voyage/embed.ts
Original file line number Diff line number Diff line change
@@ -0,0 +1,96 @@
import { VOYAGE } from '../../globals';
import { EmbedParams, EmbedResponse } from '../../types/embedRequestBody';
import { ErrorResponse, ProviderConfig } from '../types';
import {
generateErrorResponse,
generateInvalidProviderResponseError,
} from '../utils';

export const VoyageEmbedConfig: ProviderConfig = {
model: {
param: 'model',
required: true,
},
input: {
param: 'input',
required: true,
transform: (params: EmbedParams) => {
if (Array.isArray(params.input)) {
return params.input;
}

return [params.input];
},
},
input_type: {
param: 'input_type',
required: false,
default: null,
},
truncation: {
param: 'truncation',
required: false,
default: true,
},
encoding_format: {
param: 'encoding_format',
required: false,
default: null,
},
};

interface VoyageEmbedResponse {
object: 'list';
data: Array<{ object: 'embedding'; embedding: number[]; index: number }>;
model: string;
usage: {
total_tokens: number;
};
}

export interface VoyageValidationErrorResponse {
detail: string;
}

export const VoyageErrorResponseTransform: (
response: VoyageValidationErrorResponse | any
) => ErrorResponse = (response) => {
let errorField: string | null = null;

let errorMessage = response.detail;
let errorType = 'Invalid Request';

return generateErrorResponse(
{
message: `${errorField ? `${errorField}: ` : ''}${errorMessage}`,
type: errorType,
param: null,
code: null,
},
VOYAGE
);
};

export const VoyageEmbedResponseTransform: (
response: VoyageEmbedResponse | VoyageValidationErrorResponse | any,
responseStatus: number
) => EmbedResponse | ErrorResponse = (response, responseStatus) => {
if ('detail' in response && responseStatus !== 200) {
return VoyageErrorResponseTransform(response);
}

if ('data' in response) {
return {
object: 'list',
data: response.data,
model: response.model,
usage: {
prompt_tokens: response.usage.total_tokens,
total_tokens: response.usage.total_tokens,
},
provider: VOYAGE,
};
}

return generateInvalidProviderResponseError(response, VOYAGE);
};
13 changes: 13 additions & 0 deletions src/providers/voyage/index.ts
Original file line number Diff line number Diff line change
@@ -0,0 +1,13 @@
import { ProviderConfigs } from '../types';
import VoyageAPIConfig from './api';
import { VoyageEmbedConfig, VoyageEmbedResponseTransform } from './embed';

const VoyageConfig: ProviderConfigs = {
embed: VoyageEmbedConfig,
api: VoyageAPIConfig,
responseTransforms: {
embed: VoyageEmbedResponseTransform,
},
};

export default VoyageConfig;
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