taozuqin/ST-Bionic-Memory-Ecology
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Add debug log toggle and silence diagnostic logs

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Youzini-afk
2026-04-06 11:26:37 +08:00
parent b6187d46e0
commit 8320e3e7f6
23 changed files with 226 additions and 96 deletions
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19
extractor.js
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@@ -3,6 +3,7 @@
// v2: 融合 Mem0 精确对照 + Graphiti 时序边 + MemoRAG 全局概要
import { embedBatch } from "./embedding.js";
import { debugLog, debugWarn } from "./debug-logging.js";
import {
addEdge,
addNode,
@@ -345,7 +346,7 @@ export async function extractMemories({
activeUserOwner: stContext?.prompt?.userName || "",
};
console.log(
debugLog(
`[ST-BME] 提取开始: chat[${effectiveStartSeq}..${effectiveEndSeq}], ${messages.length} 条消息`,
);
@@ -416,7 +417,7 @@ export async function extractMemories({
const pm = Array.isArray(promptPayload.promptMessages) ? promptPayload.promptMessages : [];
const pmUser = pm.filter((m) => m?.role === "user");
const am = Array.isArray(promptPayload.additionalMessages) ? promptPayload.additionalMessages : [];
console.log(
debugLog(
`[ST-BME][prompt-diag] resolveTaskPromptPayload: ` +
`promptMessages=${pm.length} (user=${pmUser.length}), ` +
`additionalMessages=${am.length}, ` +
@@ -426,13 +427,13 @@ export async function extractMemories({
);
if (pmUser.length > 0) {
for (const m of pmUser) {
console.log(
debugLog(
`[ST-BME][prompt-diag] user msg: contentLen=${String(m.content || "").length}, ` +
`blockName="${m.blockName || ""}", preview="${String(m.content || "").slice(0, 60)}..."`,
);
}
} else {
console.warn(
debugWarn(
`[ST-BME][prompt-diag] NO user messages in promptMessages! Fallback userPrompt will be used.`,
);
}
@@ -537,7 +538,7 @@ export async function extractMemories({
);
updateRuntimeScopeState(graph, newNodeIds, scopeRuntime);
console.log(
debugLog(
`[ST-BME] 提取完成: 新建 ${stats.newNodes}, 更新 ${stats.updatedNodes}, 新边 ${stats.newEdges}, lastProcessedSeq=${graph.lastProcessedSeq}`,
);
@@ -863,7 +864,7 @@ async function generateNodeEmbeddings(graph, embeddingConfig, signal) {
(node) => buildNodeVectorText(node) || node.type,
);
console.log(`[ST-BME] 为 ${texts.length} 个节点生成 embedding`);
debugLog(`[ST-BME] 为 ${texts.length} 个节点生成 embedding`);
const embeddings = await embedBatch(texts, embeddingConfig, { signal });
@@ -1089,7 +1090,7 @@ export async function generateSynopsis({
Math.max(existingSynopsis.seqRange?.[1] ?? currentSeq, currentSeq),
];
existingSynopsis.embedding = null;
console.log("[ST-BME] 全局概要已更新");
debugLog("[ST-BME] 全局概要已更新");
} else {
const node = createNode({
type: "synopsis",
@@ -1098,7 +1099,7 @@ export async function generateSynopsis({
importance: 9.0,
});
addNode(graph, node);
console.log("[ST-BME] 全局概要已创建");
debugLog("[ST-BME] 全局概要已创建");
}
}
@@ -1238,6 +1239,6 @@ export async function generateReflection({
addEdge(graph, edge);
}
console.log("[ST-BME] 反思条目已生成");
debugLog("[ST-BME] 反思条目已生成");
return reflectionNode.id;
}