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https://github.com/luckyyzh/pi-agent-integrated.git
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feat: integrate Pi backend and Pi Web
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/**
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* Custom Compaction Extension
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*
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* Replaces the default compaction behavior with a full summary of the entire context.
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* Instead of keeping the last 20k tokens of conversation turns, this extension:
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* 1. Summarizes ALL messages (messagesToSummarize + turnPrefixMessages)
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* 2. Discards all old turns completely, keeping only the summary
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*
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* This example also demonstrates using a different model (Gemini Flash) for summarization,
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* which can be cheaper/faster than the main conversation model.
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*
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* Usage:
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* pi --extension examples/extensions/custom-compaction.ts
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*/
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import { uuidv7 } from "@earendil-works/pi-ai";
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import { complete } from "@earendil-works/pi-ai/compat";
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import type { ExtensionAPI } from "@earendil-works/pi-coding-agent";
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import { convertToLlm, serializeConversation } from "@earendil-works/pi-coding-agent";
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export default function (pi: ExtensionAPI) {
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pi.on("session_before_compact", async (event, ctx) => {
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ctx.ui.notify("Custom compaction extension triggered", "info");
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const { preparation, branchEntries: _, signal } = event;
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const { messagesToSummarize, turnPrefixMessages, tokensBefore, firstKeptEntryId, previousSummary } = preparation;
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// Use Gemini Flash for summarization (cheaper/faster than most conversation models)
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const model = ctx.modelRegistry.find("google", "gemini-2.5-flash");
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if (!model) {
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ctx.ui.notify(`Could not find Gemini Flash model, using default compaction`, "warning");
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return;
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}
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// Resolve request auth for the summarization model
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const auth = await ctx.modelRegistry.getApiKeyAndHeaders(model);
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if (!auth.ok) {
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ctx.ui.notify(`Compaction auth failed: ${auth.error}`, "warning");
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return;
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}
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if (!auth.apiKey) {
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ctx.ui.notify(`No API key for ${model.provider}, using default compaction`, "warning");
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return;
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}
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// Combine all messages for full summary
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const allMessages = [...messagesToSummarize, ...turnPrefixMessages];
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ctx.ui.notify(
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`Custom compaction: summarizing ${allMessages.length} messages (${tokensBefore.toLocaleString()} tokens) with ${model.id}...`,
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"info",
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);
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// Convert messages to readable text format
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const conversationText = serializeConversation(convertToLlm(allMessages));
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// Include previous summary context if available
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const previousContext = previousSummary ? `\n\nPrevious session summary for context:\n${previousSummary}` : "";
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// Build messages that ask for a comprehensive summary
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const summaryMessages = [
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{
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role: "user" as const,
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content: [
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{
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type: "text" as const,
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text: `You are a conversation summarizer. Create a comprehensive summary of this conversation that captures:${previousContext}
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1. The main goals and objectives discussed
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2. Key decisions made and their rationale
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3. Important code changes, file modifications, or technical details
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4. Current state of any ongoing work
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5. Any blockers, issues, or open questions
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6. Next steps that were planned or suggested
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Be thorough but concise. The summary will replace the ENTIRE conversation history, so include all information needed to continue the work effectively.
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Format the summary as structured markdown with clear sections.
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<conversation>
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${conversationText}
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</conversation>`,
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},
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],
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timestamp: Date.now(),
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},
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];
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try {
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// Pass signal to honor abort requests (e.g., user cancels compaction)
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const response = await complete(
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model,
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{ messages: summaryMessages },
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{
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apiKey: auth.apiKey,
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headers: auth.headers,
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env: auth.env,
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maxTokens: 8192,
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signal,
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cacheRetention: "none",
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sessionId: uuidv7(),
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},
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);
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const summary = response.content
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.filter((c): c is { type: "text"; text: string } => c.type === "text")
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.map((c) => c.text)
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.join("\n");
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if (!summary.trim()) {
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if (!signal.aborted) ctx.ui.notify("Compaction summary was empty, using default compaction", "warning");
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return;
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}
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// Return compaction content - SessionManager adds id/parentId
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// Use firstKeptEntryId from preparation to keep recent messages
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return {
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compaction: {
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summary,
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firstKeptEntryId,
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tokensBefore,
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usage: response.usage,
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},
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};
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} catch (error) {
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const message = error instanceof Error ? error.message : String(error);
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ctx.ui.notify(`Compaction failed: ${message}`, "error");
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// Fall back to default compaction on error
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return;
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}
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});
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}
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