mirror of
https://gitcode.com/JianFeeeee/HomeAgent.git
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- StaticEmbedder: pre-trained ConceptNet Numberbatch/fastText word embeddings, auto-download with TF-IDF fallback, comma-separated multi-model paths - CleanTemplateText: regex stripping of QQ tool call templates and noise - textForVector: per-source vector strategy (agent→Response, user→Input, cold_storage→both) - Indexer.BuildContext and ExtractKeywords now clean input before vectorization - Protect recent 10 events in Prune (regression fix: use local var not const)
120 lines
3.5 KiB
Go
120 lines
3.5 KiB
Go
package memory
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import (
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"log"
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"os"
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"path/filepath"
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"sync"
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"github.com/yanyiwu/gojieba"
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)
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var (
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jiebaOnce sync.Once
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jiebaInst *gojieba.Jieba
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)
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func GetJieba() *gojieba.Jieba {
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jiebaOnce.Do(func() {
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defer func() {
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if r := recover(); r != nil {
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log.Printf("[jieba] init panic recovered: %v", r)
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}
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}()
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d := jiebaDictDir()
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if d == "" {
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log.Printf("[jieba] no dictionary directory found, jieba disabled")
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return
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}
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jiebaInst = gojieba.NewJieba(
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filepath.Join(d, "jieba.dict.utf8"),
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filepath.Join(d, "hmm_model.utf8"),
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filepath.Join(d, "user.dict.utf8"),
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filepath.Join(d, "idf.utf8"),
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filepath.Join(d, "stop_words.utf8"),
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)
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})
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return jiebaInst
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}
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func jiebaDictDir() string {
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candidates := []string{
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os.Getenv("GOMODCACHE"),
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os.Getenv("GOPATH"),
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filepath.Join(os.Getenv("HOME"), "go"),
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"/root/go",
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"/go",
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"/home/program/go",
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}
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for _, base := range candidates {
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if base == "" {
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continue
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}
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d := filepath.Join(base, "pkg", "mod", "github.com", "yanyiwu", "gojieba@v1.4.7", "deps", "cppjieba", "dict")
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if info, err := os.Stat(d); err == nil && info.IsDir() {
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return d
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}
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// also try without "pkg/mod" (in case GOPATH is already the mod cache)
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d2 := filepath.Join(base, "github.com", "yanyiwu", "gojieba@v1.4.7", "deps", "cppjieba", "dict")
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if info, err := os.Stat(d2); err == nil && info.IsDir() {
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return d2
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}
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}
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return ""
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}
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var stopWords = map[string]bool{
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"的": true, "了": true, "是": true, "在": true, "有": true,
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"和": true, "就": true, "不": true, "人": true, "都": true,
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"一": true, "一个": true, "上": true, "也": true, "很": true,
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"到": true, "说": true, "要": true, "去": true, "你": true,
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"会": true, "着": true, "没有": true, "看": true, "好": true,
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"自己": true, "这": true, "他": true, "她": true, "它": true,
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"我": true, "我们": true, "你们": true, "他们": true,
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"吗": true, "吧": true, "啊": true,
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"嗯": true, "哦": true, "哈": true, "呀": true, "嘛": true,
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"然后": true, "因为": true, "所以": true, "如果": true, "但是": true,
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"可能": true, "还是": true, "已经": true,
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"就是": true, "不是": true, "是的": true,
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"非常": true, "比较": true, "应该": true, "需要": true,
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"能够": true, "目前": true, "现在": true, "今天": true, "昨天": true,
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"明天": true, "知道": true, "觉得": true, "认为": true,
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"能": true, "没": true, "对": true,
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"the": true, "a": true, "an": true, "is": true, "are": true,
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"was": true, "were": true, "be": true, "been": true, "being": true,
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"have": true, "has": true, "had": true, "do": true, "does": true,
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"did": true, "will": true, "would": true, "could": true, "should": true,
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"may": true, "might": true, "can": true, "shall": true, "this": true,
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"that": true, "these": true, "those": true, "it": true, "its": true,
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"and": true, "or": true, "but": true, "in": true, "on": true,
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"at": true, "to": true, "for": true, "of": true, "with": true,
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"what": true, "how": true, "why": true, "which": true, "where": true,
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"when": true, "who": true, "whom": true,
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}
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func ExtractKeywords(text string) []string {
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text = CleanTemplateText(text)
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x := GetJieba()
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if x == nil {
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return nil
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}
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words := x.Cut(text, true)
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var keywords []string
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seen := make(map[string]bool)
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for _, w := range words {
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if stopWords[w] || seen[w] {
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continue
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}
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r := []rune(w)
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if len(r) < 2 {
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continue
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}
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seen[w] = true
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keywords = append(keywords, w)
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}
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if len(keywords) > 5 {
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keywords = keywords[:5]
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}
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return keywords
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}
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