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import type { Conversation } from "$lib/types/Conversation"; | |
import type { TextGenerationStreamOutput } from "@huggingface/inference"; | |
import { endpointTgi, endpointTgiParametersSchema } from "./tgi/endpointTgi"; | |
import { z } from "zod"; | |
import endpointAws, { endpointAwsParametersSchema } from "./aws/endpointAws"; | |
import { endpointOAIParametersSchema, endpointOai } from "./openai/endpointOai"; | |
import endpointLlamacpp, { endpointLlamacppParametersSchema } from "./llamacpp/endpointLlamacpp"; | |
// parameters passed when generating text | |
interface EndpointParameters { | |
conversation: { | |
messages: Omit<Conversation["messages"][0], "id">[]; | |
preprompt?: Conversation["preprompt"]; | |
_id?: Conversation["_id"]; | |
}; | |
} | |
interface CommonEndpoint { | |
weight: number; | |
} | |
// type signature for the endpoint | |
export type Endpoint = ( | |
params: EndpointParameters | |
) => Promise<AsyncGenerator<TextGenerationStreamOutput, void, void>>; | |
// generator function that takes in parameters for defining the endpoint and return the endpoint | |
export type EndpointGenerator<T extends CommonEndpoint> = (parameters: T) => Endpoint; | |
// list of all endpoint generators | |
export const endpoints = { | |
tgi: endpointTgi, | |
aws: endpointAws, | |
openai: endpointOai, | |
llamacpp: endpointLlamacpp, | |
}; | |
export const endpointSchema = z.discriminatedUnion("type", [ | |
endpointAwsParametersSchema, | |
endpointOAIParametersSchema, | |
endpointTgiParametersSchema, | |
endpointLlamacppParametersSchema, | |
]); | |
export default endpoints; | |