Implement streaming for all providers

This commit is contained in:
Saoud Rizwan
2024-09-29 01:32:58 -04:00
parent 59c188019a
commit 06ccaf6f67
11 changed files with 201 additions and 161 deletions

View File

@@ -1,6 +1,6 @@
import { Anthropic } from "@anthropic-ai/sdk"
import OpenAI from "openai"
import { ApiHandler, ApiHandlerMessageResponse } from "../"
import { ApiHandler } from "../"
import {
ApiHandlerOptions,
ModelInfo,
@@ -8,8 +8,8 @@ import {
OpenAiNativeModelId,
openAiNativeModels,
} from "../../shared/api"
import { convertToAnthropicMessage, convertToOpenAiMessages } from "../transform/openai-format"
import { convertO1ResponseToAnthropicMessage, convertToO1Messages } from "../transform/o1-format"
import { convertToOpenAiMessages } from "../transform/openai-format"
import { ApiStream } from "../transform/stream"
export class OpenAiNativeHandler implements ApiHandler {
private options: ApiHandlerOptions
@@ -22,65 +22,39 @@ export class OpenAiNativeHandler implements ApiHandler {
})
}
async createMessage(
systemPrompt: string,
messages: Anthropic.Messages.MessageParam[],
tools: Anthropic.Messages.Tool[]
): Promise<ApiHandlerMessageResponse> {
async *createMessage(systemPrompt: string, messages: Anthropic.Messages.MessageParam[]): ApiStream {
const openAiMessages: OpenAI.Chat.ChatCompletionMessageParam[] = [
{ role: "system", content: systemPrompt },
...convertToOpenAiMessages(messages),
]
const openAiTools: OpenAI.Chat.ChatCompletionTool[] = tools.map((tool) => ({
type: "function",
function: {
name: tool.name,
description: tool.description,
parameters: tool.input_schema,
},
}))
let createParams: OpenAI.Chat.Completions.ChatCompletionCreateParamsNonStreaming
const stream = await this.client.chat.completions.create({
model: this.getModel().id,
max_completion_tokens: this.getModel().info.maxTokens,
temperature: 0,
messages: openAiMessages,
stream: true,
stream_options: { include_usage: true },
})
switch (this.getModel().id) {
case "o1-preview":
case "o1-mini":
createParams = {
model: this.getModel().id,
max_completion_tokens: this.getModel().info.maxTokens,
messages: convertToO1Messages(convertToOpenAiMessages(messages), systemPrompt),
for await (const chunk of stream) {
const delta = chunk.choices[0]?.delta
if (delta?.content) {
yield {
type: "text",
text: delta.content,
}
break
default:
createParams = {
model: this.getModel().id,
max_completion_tokens: this.getModel().info.maxTokens,
temperature: 0.2,
messages: openAiMessages,
tools: openAiTools,
tool_choice: "auto",
}
// contains a null value except for the last chunk which contains the token usage statistics for the entire request
if (chunk.usage) {
yield {
type: "usage",
inputTokens: chunk.usage.prompt_tokens || 0,
outputTokens: chunk.usage.completion_tokens || 0,
}
break
}
}
const completion = await this.client.chat.completions.create(createParams)
const errorMessage = (completion as any).error?.message
if (errorMessage) {
throw new Error(errorMessage)
}
let anthropicMessage: Anthropic.Messages.Message
switch (this.getModel().id) {
case "o1-preview":
case "o1-mini":
anthropicMessage = convertO1ResponseToAnthropicMessage(completion)
break
default:
anthropicMessage = convertToAnthropicMessage(completion)
break
}
return { message: anthropicMessage }
}
getModel(): { id: OpenAiNativeModelId; info: ModelInfo } {