Files
code/extensions/void/src/common/sendLLMMessage.ts
T
2024-10-30 22:46:47 -07:00

366 lines
11 KiB
TypeScript

import Anthropic from '@anthropic-ai/sdk';
import OpenAI from 'openai';
import { Ollama } from 'ollama/browser'
import { Content, GoogleGenerativeAI, GoogleGenerativeAIError, GoogleGenerativeAIFetchError } from '@google/generative-ai';
import { VoidConfig } from '../webviews/common/contextForConfig'
export type AbortRef = { current: (() => void) | null }
export type OnText = (newText: string, fullText: string) => void
export type OnFinalMessage = (input: string) => void
export type LLMMessageAnthropic = {
role: 'user' | 'assistant',
content: string,
}
export type LLMMessage = {
role: 'system' | 'user' | 'assistant',
content: string,
}
type SendLLMMessageFnTypeInternal = (params: {
messages: LLMMessage[],
onText: OnText,
onFinalMessage: OnFinalMessage,
onError: (error: string) => void,
voidConfig: VoidConfig,
abortRef: AbortRef,
}) => void
type SendLLMMessageFnTypeExternal = (params: {
messages: LLMMessage[],
onText: OnText,
onFinalMessage: (fullText: string) => void,
onError: (error: string) => void,
voidConfig: VoidConfig | null,
abortRef: AbortRef,
}) => void
const parseMaxTokensStr = (maxTokensStr: string) => {
// parse the string but only if the full string is a valid number, eg parseInt('100abc') should return NaN
let int = isNaN(Number(maxTokensStr)) ? undefined : parseInt(maxTokensStr)
if (Number.isNaN(int))
return undefined
return int
}
// Anthropic
const sendAnthropicMsg: SendLLMMessageFnTypeInternal = ({ messages, onText, onFinalMessage, onError, voidConfig }) => {
const anthropic = new Anthropic({ apiKey: voidConfig.anthropic.apikey, dangerouslyAllowBrowser: true }); // defaults to process.env["ANTHROPIC_API_KEY"]
// find system messages and concatenate them
const systemMessage = messages
.filter(msg => msg.role === 'system')
.map(msg => msg.content)
.join('\n');
// remove system messages for Anthropic
const anthropicMessages = messages.filter(msg => msg.role !== 'system') as LLMMessageAnthropic[]
const stream = anthropic.messages.stream({
system: systemMessage,
messages: anthropicMessages,
model: voidConfig.anthropic.model,
max_tokens: parseMaxTokensStr(voidConfig.default.maxTokens)!, // this might be undefined, but it will just throw an error for the user
});
let did_abort = false
// when receive text
stream.on('text', (newText, fullText) => {
if (did_abort) return
onText(newText, fullText)
})
// when we get the final message on this stream (or when error/fail)
stream.on('finalMessage', (claude_response) => {
if (did_abort) return
// stringify the response's content
let content = claude_response.content.map(c => { if (c.type === 'text') { return c.text } }).join('\n');
onFinalMessage(content)
})
stream.on('error', (error) => {
// the most common error will be invalid API key (401), so we handle this with a nice message
if (error instanceof Anthropic.APIError && error.status === 401) {
onError('Invalid API key.')
}
else {
onError(error.message)
}
})
// if abort is called, onFinalMessage is NOT called, and no later onTexts are called either
const abort = () => {
did_abort = true
stream.controller.abort() // TODO need to test this to make sure it works, it might throw an error
}
return { abort }
};
// Gemini
const sendGeminiMsg: SendLLMMessageFnTypeInternal = async ({ messages, onText, onFinalMessage, onError, voidConfig, abortRef }) => {
let didAbort = false
let fullText = ''
abortRef.current = () => {
didAbort = true
}
const genAI = new GoogleGenerativeAI(voidConfig.gemini.apikey);
const model = genAI.getGenerativeModel({ model: voidConfig.gemini.model });
// remove system messages that get sent to Gemini
// str of all system messages
let systemMessage = messages
.filter(msg => msg.role === 'system')
.map(msg => msg.content)
.join('\n');
// Convert messages to Gemini format
const geminiMessages: Content[] = messages
.filter(msg => msg.role !== 'system')
.map((msg, i) => ({
parts: [{ text: msg.content }],
role: msg.role === 'assistant' ? 'model' : 'user'
}))
model.generateContentStream({ contents: geminiMessages, systemInstruction: systemMessage, })
.then(async response => {
abortRef.current = () => {
// response.stream.return(fullText)
didAbort = true;
}
for await (const chunk of response.stream) {
if (didAbort) return;
const newText = chunk.text();
fullText += newText;
onText(newText, fullText);
}
onFinalMessage(fullText);
})
.catch((error) => {
if (error instanceof GoogleGenerativeAIFetchError) {
if (error.status === 400) {
onError('Invalid API key.');
}
else {
onError(`${error.name}:\n${error.message}`);
}
}
else {
onError(error);
}
})
}
// OpenAI, OpenRouter, OpenAICompatible
const sendOpenAIMsg: SendLLMMessageFnTypeInternal = ({ messages, onText, onFinalMessage, onError, voidConfig, abortRef }) => {
let didAbort = false
let fullText = ''
// if abort is called, onFinalMessage is NOT called, and no later onTexts are called either
abortRef.current = () => {
didAbort = true;
};
let openai: OpenAI
let options: OpenAI.Chat.Completions.ChatCompletionCreateParamsStreaming
let maxTokens = parseMaxTokensStr(voidConfig.default.maxTokens)
if (voidConfig.default.whichApi === 'openAI') {
openai = new OpenAI({ apiKey: voidConfig.openAI.apikey, dangerouslyAllowBrowser: true });
options = { model: voidConfig.openAI.model, messages: messages, stream: true, max_completion_tokens: maxTokens }
}
else if (voidConfig.default.whichApi === 'openRouter') {
openai = new OpenAI({
baseURL: "https://openrouter.ai/api/v1", apiKey: voidConfig.openRouter.apikey, dangerouslyAllowBrowser: true,
defaultHeaders: {
"HTTP-Referer": 'https://voideditor.com', // Optional, for including your app on openrouter.ai rankings.
"X-Title": 'Void Editor', // Optional. Shows in rankings on openrouter.ai.
},
});
options = { model: voidConfig.openRouter.model, messages: messages, stream: true, max_completion_tokens: maxTokens }
}
else if (voidConfig.default.whichApi === 'openAICompatible') {
openai = new OpenAI({ baseURL: voidConfig.openAICompatible.endpoint, apiKey: voidConfig.openAICompatible.apikey, dangerouslyAllowBrowser: true })
options = { model: voidConfig.openAICompatible.model, messages: messages, stream: true, max_completion_tokens: maxTokens }
}
else {
console.error(`sendOpenAIMsg: invalid whichApi: ${voidConfig.default.whichApi}`)
throw new Error(`voidConfig.whichAPI was invalid: ${voidConfig.default.whichApi}`)
}
openai.chat.completions
.create(options)
.then(async response => {
abortRef.current = () => {
// response.controller.abort()
didAbort = true;
}
// when receive text
for await (const chunk of response) {
if (didAbort) return;
const newText = chunk.choices[0]?.delta?.content || '';
fullText += newText;
onText(newText, fullText);
}
onFinalMessage(fullText);
})
// when error/fail - this catches errors of both .create() and .then(for await)
.catch(error => {
if (error instanceof OpenAI.APIError) {
if (error.status === 401) {
onError('Invalid API key.');
}
else {
onError(`${error.name}:\n${error.message}`);
}
}
else {
onError(error);
}
})
};
// Ollama
export const sendOllamaMsg: SendLLMMessageFnTypeInternal = ({ messages, onText, onFinalMessage, onError, voidConfig, abortRef }) => {
let didAbort = false
let fullText = ""
// if abort is called, onFinalMessage is NOT called, and no later onTexts are called either
abortRef.current = () => {
didAbort = true;
};
const ollama = new Ollama({ host: voidConfig.ollama.endpoint })
ollama.chat({
model: voidConfig.ollama.model,
messages: messages,
stream: true,
options: { num_predict: parseMaxTokensStr(voidConfig.default.maxTokens) } // this is max_tokens
})
.then(async stream => {
abortRef.current = () => {
// stream.abort()
didAbort = true
}
// iterate through the stream
for await (const chunk of stream) {
if (didAbort) return;
const newText = chunk.message.content;
fullText += newText;
onText(newText, fullText);
}
onFinalMessage(fullText);
})
// when error/fail
.catch(error => {
onError(error)
})
};
// Greptile
// https://docs.greptile.com/api-reference/query
// https://docs.greptile.com/quickstart#sample-response-streamed
const sendGreptileMsg: SendLLMMessageFnTypeInternal = ({ messages, onText, onFinalMessage, onError, voidConfig, abortRef }) => {
let didAbort = false
let fullText = ''
// if abort is called, onFinalMessage is NOT called, and no later onTexts are called either
abortRef.current = () => {
didAbort = true
}
fetch('https://api.greptile.com/v2/query', {
method: 'POST',
headers: {
"Authorization": `Bearer ${voidConfig.greptile.apikey}`,
"X-Github-Token": `${voidConfig.greptile.githubPAT}`,
"Content-Type": `application/json`,
},
body: JSON.stringify({
messages,
stream: true,
repositories: [voidConfig.greptile.repoinfo],
}),
})
// this is {message}\n{message}\n{message}...\n
.then(async response => {
const text = await response.text()
console.log('got greptile', text)
return JSON.parse(`[${text.trim().split('\n').join(',')}]`)
})
// TODO make this actually stream, right now it just sends one message at the end
.then(async responseArr => {
if (didAbort)
return
for (let response of responseArr) {
const type: string = response['type']
const message = response['message']
// when receive text
if (type === 'message') {
fullText += message
onText(message, fullText)
}
else if (type === 'sources') {
const { filepath, linestart, lineend } = message as { filepath: string, linestart: number | null, lineend: number | null }
fullText += filepath
onText(filepath, fullText)
}
// type: 'status' with an empty 'message' means last message
else if (type === 'status') {
if (!message) {
onFinalMessage(fullText)
}
}
}
})
.catch(e => {
onError(e)
});
}
export const sendLLMMessage: SendLLMMessageFnTypeExternal = ({ messages, onText, onFinalMessage, onError, voidConfig, abortRef }) => {
if (!voidConfig) return;
// trim message content (Anthropic and other providers give an error if there is trailing whitespace)
messages = messages.map(m => ({ ...m, content: m.content.trim() }))
switch (voidConfig.default.whichApi) {
case 'anthropic':
return sendAnthropicMsg({ messages, onText, onFinalMessage, onError, voidConfig, abortRef });
case 'openAI':
case 'openRouter':
case 'openAICompatible':
return sendOpenAIMsg({ messages, onText, onFinalMessage, onError, voidConfig, abortRef });
case 'gemini':
return sendGeminiMsg({ messages, onText, onFinalMessage, onError, voidConfig, abortRef });
case 'ollama':
return sendOllamaMsg({ messages, onText, onFinalMessage, onError, voidConfig, abortRef });
case 'greptile':
return sendGreptileMsg({ messages, onText, onFinalMessage, onError, voidConfig, abortRef });
default:
onError(`Error: whichApi was ${voidConfig.default.whichApi}, which is not recognized!`)
}
}