174 lines
5.3 KiB
Bash
Executable File
174 lines
5.3 KiB
Bash
Executable File
#!/bin/bash
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# ============================================================================
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# 标准学习模块 - v2.0
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# ============================================================================
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# 用途：青龙的标准化学习流程
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# 特点：模块化、可复用、易维护、自动保存知识库
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# ============================================================================
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# -------------------- 配置 --------------------
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LEARNING_DIR="${LEARNING_DIR:-/root/.openclaw/workspace/sleep-learning}"
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KNOWLEDGE_DIR="${KNOWLEDGE_DIR:-/root/.openclaw/memory/04-knowledge}"
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TIMESTAMP=$(date '+%Y%m%d-%H%M%S')
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mkdir -p "$LEARNING_DIR" "$KNOWLEDGE_DIR"
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# -------------------- 工具函数 --------------------
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log_learn() { echo "[$(date '+%H:%M:%S')] [学习] $1"; }
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log_verify() { echo "[$(date '+%H:%M:%S')] [验证] $1"; }
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log_think() { echo "[$(date '+%H:%M:%S')] [反思] $1"; }
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log_kb() { echo "[$(date '+%H:%M:%S')] [知识库] $1"; }
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# -------------------- 核心学习 --------------------
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learn_topic() {
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local topic="$1"
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local type="${2:-auto}"
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log_learn "开始学习: $topic (类型: $type)"
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# Step 1: 获取信息
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local content
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content=$(fetch_info "$topic" "$type")
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if [ -z "$content" ]; then
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log_learn "❌ 获取信息失败"
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return 1
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fi
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log_learn "✅ 获取信息成功"
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# Step 2: 多源验证
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local verify_result
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verify_result=$(verify_sources "$topic")
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# Step 3: 反思生成
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local reflection
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reflection=$(generate_reflection "$topic" "$content")
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# Step 4: 保存到临时目录
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save_temp "$topic" "$content" "$verify_result" "$reflection"
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# Step 5: 保存到知识库（后台执行，避免超时）
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save_to_knowledge_base "$topic" "$content" &
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log_learn "✅ 学习完成"
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}
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# -------------------- 信息获取 --------------------
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fetch_info() {
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local topic="$1"
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case "$2" in
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"deep") cd /root/.openclaw/scripts && python3 multi_verify.py "$topic" 2>/dev/null ;;
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*) cd /root/.openclaw/scripts && python3 auto-learning.py "$topic" 2>/dev/null ;;
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esac
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}
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# -------------------- 多源验证 --------------------
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verify_sources() {
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local topic="$1"
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log_verify "执行多源验证: $topic"
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cd /root/.openclaw/scripts && timeout 15 python3 -c "
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import sys; sys.path.insert(0, '.')
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from multi_verify import multi_source_verify
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print(multi_source_verify('$topic'))
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" 2>/dev/null
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}
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# -------------------- 反思生成 --------------------
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generate_reflection() {
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local topic="$1"
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local content="$2"
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log_think "生成反思: $topic"
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# 使用可复用 API 模块生成反思
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local reflection
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reflection=$(timeout 15 python3 /root/.openclaw/scripts/ocw_api.py chat "你是AI学习助手。请对以下内容进行反思，输出3条反思（每条不超过30字）：主题: $topic; 内容: ${content:0:500}" 2>/dev/null)
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if [ -z "$reflection" ] || echo "$reflection" | grep -qi "失败\|错误"; then
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reflection="1. 完成基础学习任务；2. 需深化理解；3. 持续跟进实践"
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fi
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echo "$reflection"
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}
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# -------------------- 临时保存 --------------------
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save_temp() {
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local topic="$1"
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local content="$2"
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local verify_result="$3"
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local reflection="$4"
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local safe_topic=$(echo "$topic" | tr ' ' '-' | tr -d ':/.')
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local file="${LEARNING_DIR}/learn-${safe_topic}-${TIMESTAMP}.md"
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cat > "$file" << EOF
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# 学习: ${topic}
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# 时间: $(date '+%Y-%m-%d %H:%M:%S')
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## 学习内容
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${content}
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## 多源验证
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${verify_result}
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## 反思
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${reflection}
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EOF
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log_learn "📁 保存到临时: $file"
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}
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# -------------------- 知识库保存 --------------------
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save_to_knowledge_base() {
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local topic="$1"
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local content="$2"
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log_kb "提取知识点并保存到知识库: $topic"
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# 使用可复用 API 模块提取知识点
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local key_points
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key_points=$(python3 /root/.openclaw/scripts/ocw_api.py extract "$content" "$topic" 2>&1)
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# 提取成功（不包含错误标识）
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if echo "$key_points" | grep -qE '^\[限流\]|\[超时\]|\[连接失败\]|\[认证失败\]|\[请求错误\]|\[HTTP [0-9]+\]|\[错误\]|\[网络错误\]|^失败:'; then
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log_kb "⚠️ 知识点提取失败: $key_points"
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return 1
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fi
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# 生成文件名
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local safe_topic=$(echo "$topic" | tr ' ' '-' | tr -d ':/.()' | head -c 50)
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local kb_file="${KNOWLEDGE_DIR}/${safe_topic}-learned.md"
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cat > "$kb_file" << EOF
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# ${topic}
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# 保存时间: $(date '+%Y-%m-%d %H:%M:%S')
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# 来源: 混合学习自动保存
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## 核心知识点
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${key_points}
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---
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*自动生成 by learn-core.sh v3.0*
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EOF
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log_kb "✅ 已保存: $kb_file"
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# 新知识自动建立索引
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log_kb "更新知识索引..."
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python3 /root/.openclaw/scripts/knowledge-index.py generate > /dev/null 2>&1 &
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}
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# -------------------- 知识库统计 --------------------
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kb_stats() {
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echo "========================================"
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echo "知识库统计"
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echo "========================================"
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echo "知识库目录: $KNOWLEDGE_DIR"
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echo "文件数量: $(ls -1 "$KNOWLEDGE_DIR"/*.md 2>/dev/null | wc -l)"
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echo ""
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echo "最新文件:"
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ls -t "$KNOWLEDGE_DIR"/*.md 2>/dev/null | head -5 | while read f; do
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echo " - $(basename "$f")"
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done
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}
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