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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13
consolidator.js
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@@ -2,6 +2,7 @@
// 合并 Mem0 精确对照 + A-MEM 记忆进化为单一阶段
// 批量 embed + 批量查近邻 + 单次 LLM 调用
import { debugLog } from "./debug-logging.js";
import { embedBatch, searchSimilar } from "./embedding.js";
import { addEdge, createEdge, getActiveNodes, getNode } from "./graph.js";
import { callLLMForJSON } from "./llm.js";
@@ -301,7 +302,7 @@ export async function consolidateMemories({
if (!newNodeIds || newNodeIds.length === 0) return stats;
if (!validateVectorConfig(embeddingConfig).valid) {
console.log("[ST-BME] 记忆整合跳过：向量配置不可用");
debugLog("[ST-BME] 记忆整合跳过：向量配置不可用");
return stats;
}
@@ -331,7 +332,7 @@ export async function consolidateMemories({
}
throwIfAborted(signal);
console.log(`[ST-BME] 记忆整合开始: ${newEntries.length} 个新节点`);
debugLog(`[ST-BME] 记忆整合开始: ${newEntries.length} 个新节点`);
// ══════════════════════════════════════════════
// Phase 1 + 2: 批量 Embed + 查近邻
@@ -571,7 +572,7 @@ export async function consolidateMemories({
if (stats.updates > 0) actionSummary.push(`回溯更新 ${stats.updates}`);
if (actionSummary.length > 0) {
console.log(`[ST-BME] 记忆整合完成: ${actionSummary.join(", ")}`);
debugLog(`[ST-BME] 记忆整合完成: ${actionSummary.join(", ")}`);
}
return stats;
@@ -586,7 +587,7 @@ function processOneResult(graph, entry, result, stats) {
// ── 处理 action ──
switch (result.action) {
case "skip": {
console.log(`[ST-BME] 记忆整合: skip (重复) — ${newId}`);
debugLog(`[ST-BME] 记忆整合: skip (重复) — ${newId}`);
newNode.archived = true;
stats.skipped++;
break;
@@ -601,7 +602,7 @@ function processOneResult(graph, entry, result, stats) {
!targetNode.archived &&
canMergeScopedMemories(newNode, targetNode)
) {
console.log(`[ST-BME] 记忆整合: merge ${newId} → ${targetId}`);
debugLog(`[ST-BME] 记忆整合: merge ${newId} → ${targetId}`);
if (result.merged_fields && typeof result.merged_fields === "object") {
for (const [key, value] of Object.entries(result.merged_fields)) {
@@ -658,7 +659,7 @@ function processOneResult(graph, entry, result, stats) {
const evolution = result.evolution;
if (evolution?.should_evolve && !newNode.archived) {
stats.evolved++;
console.log(`[ST-BME] 记忆整合/进化触发: ${result.reason || "(无理由)"}`);
debugLog(`[ST-BME] 记忆整合/进化触发: ${result.reason || "(无理由)"}`);
if (Array.isArray(evolution.connections)) {
for (const targetId of evolution.connections) {