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199 lines
6.5 KiB
TypeScript
199 lines
6.5 KiB
TypeScript
import { Provider } from "@/provider/provider"
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import { fn } from "@/util/fn"
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import z from "zod"
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import { Session } from "."
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import { generateText, type ModelMessage } from "ai"
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import { MessageV2 } from "./message-v2"
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import { Identifier } from "@/id/id"
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import { Snapshot } from "@/snapshot"
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import { ProviderTransform } from "@/provider/transform"
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import { SystemPrompt } from "./system"
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import { Log } from "@/util/log"
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import path from "path"
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import { Instance } from "@/project/instance"
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import { Storage } from "@/storage/storage"
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import { Bus } from "@/bus"
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import { mergeDeep, pipe } from "remeda"
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export namespace SessionSummary {
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const log = Log.create({ service: "session.summary" })
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export const summarize = fn(
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z.object({
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sessionID: z.string(),
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messageID: z.string(),
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}),
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async (input) => {
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const all = await Session.messages({ sessionID: input.sessionID })
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await Promise.all([
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summarizeSession({ sessionID: input.sessionID, messages: all }),
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summarizeMessage({ messageID: input.messageID, messages: all }),
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])
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},
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)
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async function summarizeSession(input: { sessionID: string; messages: MessageV2.WithParts[] }) {
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const files = new Set(
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input.messages
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.flatMap((x) => x.parts)
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.filter((x) => x.type === "patch")
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.flatMap((x) => x.files)
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.map((x) => path.relative(Instance.worktree, x)),
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)
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const diffs = await computeDiff({ messages: input.messages }).then((x) =>
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x.filter((x) => {
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return files.has(x.file)
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}),
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)
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await Session.update(input.sessionID, (draft) => {
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draft.summary = {
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additions: diffs.reduce((sum, x) => sum + x.additions, 0),
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deletions: diffs.reduce((sum, x) => sum + x.deletions, 0),
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files: diffs.length,
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}
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})
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await Storage.write(["session_diff", input.sessionID], diffs)
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Bus.publish(Session.Event.Diff, {
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sessionID: input.sessionID,
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diff: diffs,
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})
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}
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async function summarizeMessage(input: { messageID: string; messages: MessageV2.WithParts[] }) {
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const messages = input.messages.filter(
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(m) => m.info.id === input.messageID || (m.info.role === "assistant" && m.info.parentID === input.messageID),
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)
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const msgWithParts = messages.find((m) => m.info.id === input.messageID)!
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const userMsg = msgWithParts.info as MessageV2.User
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const diffs = await computeDiff({ messages })
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userMsg.summary = {
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...userMsg.summary,
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diffs,
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}
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await Session.updateMessage(userMsg)
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const assistantMsg = messages.find((m) => m.info.role === "assistant")!.info as MessageV2.Assistant
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const small =
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(await Provider.getSmallModel(assistantMsg.providerID)) ??
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(await Provider.getModel(assistantMsg.providerID, assistantMsg.modelID))
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const options = pipe(
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{},
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mergeDeep(ProviderTransform.options(small.providerID, small.modelID, small.npm ?? "", assistantMsg.sessionID)),
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mergeDeep(ProviderTransform.smallOptions({ providerID: small.providerID, modelID: small.modelID })),
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mergeDeep(small.info.options),
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)
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const textPart = msgWithParts.parts.find((p) => p.type === "text" && !p.synthetic) as MessageV2.TextPart
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if (textPart && !userMsg.summary?.title) {
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const result = await generateText({
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maxOutputTokens: small.info.reasoning ? 1500 : 20,
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providerOptions: ProviderTransform.providerOptions(small.npm, small.providerID, options),
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messages: [
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...SystemPrompt.title(small.providerID).map(
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(x): ModelMessage => ({
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role: "system",
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content: x,
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}),
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),
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{
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role: "user" as const,
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content: `
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The following is the text to summarize:
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<text>
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${textPart?.text ?? ""}
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</text>
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`,
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},
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],
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headers: small.info.headers,
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model: small.language,
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})
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log.info("title", { title: result.text })
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userMsg.summary.title = result.text
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await Session.updateMessage(userMsg)
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}
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if (
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messages.some(
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(m) =>
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m.info.role === "assistant" && m.parts.some((p) => p.type === "step-finish" && p.reason !== "tool-calls"),
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)
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) {
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let summary = messages
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.findLast((m) => m.info.role === "assistant")
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?.parts.findLast((p) => p.type === "text")?.text
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if (!summary || diffs.length > 0) {
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for (const msg of messages) {
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for (const part of msg.parts) {
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if (part.type === "tool" && part.state.status === "completed") {
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part.state.output = "[TOOL OUTPUT PRUNED]"
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}
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}
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}
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const result = await generateText({
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model: small.language,
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maxOutputTokens: 100,
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providerOptions: ProviderTransform.providerOptions(small.npm, small.providerID, options),
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messages: [
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...SystemPrompt.summarize(small.providerID).map(
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(x): ModelMessage => ({
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role: "system",
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content: x,
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}),
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),
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...MessageV2.toModelMessage(messages),
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{
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role: "user",
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content: `Summarize the above conversation according to your system prompts.`,
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},
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],
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headers: small.info.headers,
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}).catch(() => {})
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if (result) summary = result.text
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}
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userMsg.summary.body = summary
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log.info("body", { body: summary })
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await Session.updateMessage(userMsg)
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}
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}
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export const diff = fn(
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z.object({
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sessionID: Identifier.schema("session"),
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messageID: Identifier.schema("message").optional(),
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}),
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async (input) => {
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return Storage.read<Snapshot.FileDiff[]>(["session_diff", input.sessionID]).catch(() => [])
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},
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)
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async function computeDiff(input: { messages: MessageV2.WithParts[] }) {
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let from: string | undefined
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let to: string | undefined
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// scan assistant messages to find earliest from and latest to
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// snapshot
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for (const item of input.messages) {
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if (!from) {
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for (const part of item.parts) {
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if (part.type === "step-start" && part.snapshot) {
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from = part.snapshot
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break
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}
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}
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}
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for (const part of item.parts) {
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if (part.type === "step-finish" && part.snapshot) {
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to = part.snapshot
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break
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}
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}
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}
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if (from && to) return Snapshot.diffFull(from, to)
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return []
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}
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}
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