Files
AFFiNE/packages/backend/server/src/plugins/copilot/session.ts
T

204 lines
5.0 KiB
TypeScript

import { randomUUID } from 'node:crypto';
import { Injectable, Logger } from '@nestjs/common';
import { PrismaClient } from '@prisma/client';
import { ChatPrompt, PromptService } from './prompt';
import {
ChatMessage,
ChatMessageSchema,
PromptMessage,
PromptParams,
} from './types';
export interface ChatSessionOptions {
userId: string;
workspaceId: string;
docId: string;
promptName: string;
}
export interface ChatSessionState
extends Omit<ChatSessionOptions, 'promptName'> {
// connect ids
sessionId: string;
// states
prompt: ChatPrompt;
messages: ChatMessage[];
}
export class ChatSession implements AsyncDisposable {
constructor(
private readonly state: ChatSessionState,
private readonly dispose?: (state: ChatSessionState) => Promise<void>,
private readonly maxTokenSize = 3840
) {}
get model() {
return this.state.prompt.model;
}
push(message: ChatMessage) {
this.state.messages.push(message);
}
pop() {
this.state.messages.pop();
}
private takeMessages(): ChatMessage[] {
if (this.state.prompt.action) {
const messages = this.state.messages;
return messages.slice(messages.length - 1);
}
const ret = [];
const messages = this.state.messages.slice();
let size = this.state.prompt.tokens;
while (messages.length) {
const message = messages.pop();
if (!message) break;
size += this.state.prompt.encode(message.content);
if (size > this.maxTokenSize) {
break;
}
ret.push(message);
}
ret.reverse();
return ret;
}
finish(params: PromptParams): PromptMessage[] {
const messages = this.takeMessages();
return [...this.state.prompt.finish(params), ...messages];
}
async save() {
await this.dispose?.(this.state);
}
async [Symbol.asyncDispose]() {
this.state.prompt.free();
await this.save?.();
}
}
@Injectable()
export class ChatSessionService {
private readonly logger = new Logger(ChatSessionService.name);
constructor(
private readonly db: PrismaClient,
private readonly prompt: PromptService
) {}
private async setSession(state: ChatSessionState): Promise<void> {
await this.db.aiSession.upsert({
where: {
id: state.sessionId,
},
update: {
messages: {
create: state.messages.map((m, idx) => ({ idx, ...m })),
},
},
create: {
id: state.sessionId,
messages: { create: state.messages },
// connect
user: { connect: { id: state.userId } },
workspace: { connect: { id: state.workspaceId } },
doc: {
connect: {
id_workspaceId: {
id: state.docId,
workspaceId: state.workspaceId,
},
},
},
prompt: { connect: { name: state.prompt.name } },
},
});
}
private async getSession(
sessionId: string
): Promise<ChatSessionState | undefined> {
return await this.db.aiSession
.findUnique({
where: { id: sessionId },
select: {
id: true,
userId: true,
workspaceId: true,
docId: true,
messages: true,
prompt: {
select: {
name: true,
action: true,
model: true,
messages: {
select: {
role: true,
content: true,
},
orderBy: {
idx: 'asc',
},
},
},
},
},
})
.then(async session => {
if (!session) return;
const messages = ChatMessageSchema.array().safeParse(session.messages);
return {
sessionId: session.id,
userId: session.userId,
workspaceId: session.workspaceId,
docId: session.docId,
prompt: ChatPrompt.createFromPrompt(session.prompt),
messages: messages.success ? messages.data : [],
};
});
}
async create(options: ChatSessionOptions): Promise<string> {
const sessionId = randomUUID();
const prompt = await this.prompt.get(options.promptName);
if (!prompt) {
this.logger.error(`Prompt not found: ${options.promptName}`);
throw new Error('Prompt not found');
}
await this.setSession({ ...options, sessionId, prompt, messages: [] });
return sessionId;
}
/**
* usage:
* ``` typescript
* {
* // allocate a session, can be reused chat in about 12 hours with same session
* await using session = await session.get(sessionId);
* session.push(message);
* copilot.generateText(session.finish(), model);
* }
* // session will be disposed after the block
* @param sessionId session id
* @returns
*/
async get(sessionId: string): Promise<ChatSession | null> {
const state = await this.getSession(sessionId);
if (state) {
return new ChatSession(state, async state => {
await this.setSession(state);
});
}
return null;
}
}