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opsxdb/server/internal/ai/sanitize.go
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fix(ai): Ask P0 禁 CoT、可澄清、禁 UPDATE_TIME 终答
prompt 禁止推理外露与编造列;信息不足允许一句澄清。
新增 SanitizeAssistantContent 剥回复中的推理草稿;业务「最近 N 天」不得默认用 information_schema.UPDATE_TIME。
2026-10-26 23:03:03 +08:00

112 lines
2.5 KiB
Go

package ai
import (
"regexp"
"strings"
"unicode/utf8"
)
var (
anyFence = regexp.MustCompile("(?s)```[a-zA-Z]*\\s*\n.*?```")
cotCue = regexp.MustCompile(`(?i)(我们需要|作为助手|指令要求|让我们看看|最终答案|chain of thought|step by step|I need to|as an assistant|the instruction)`)
sqlFenceFind = regexp.MustCompile("(?s)```sql\\s*\n(.+?)```")
)
// SanitizeAssistantContent 去掉 Ask/Generate 回复里的推理草稿,只保留短说明 + SQL 块(或短澄清)。
func SanitizeAssistantContent(content string) string {
s := strings.TrimSpace(content)
if s == "" {
return s
}
fences := anyFence.FindAllStringIndex(s, -1)
if len(fences) == 0 {
if utf8.RuneCountInString(s) <= 240 && !cotCue.MatchString(s) {
return s
}
return keepLeadingLines(s, 2)
}
var b strings.Builder
prev := 0
for i, loc := range fences {
prose := strings.TrimSpace(s[prev:loc[0]])
if prose != "" {
if i == 0 {
prose = trimProse(prose)
} else {
prose = keepLeadingLines(prose, 2)
}
if prose != "" {
if b.Len() > 0 {
b.WriteByte('\n')
}
b.WriteString(prose)
}
}
if b.Len() > 0 {
b.WriteString("\n\n")
}
b.WriteString(strings.TrimSpace(s[loc[0]:loc[1]]))
prev = loc[1]
}
tail := strings.TrimSpace(s[prev:])
if tail != "" {
tail = keepLeadingLines(tail, 2)
if tail != "" {
b.WriteString("\n\n")
b.WriteString(tail)
}
}
out := strings.TrimSpace(b.String())
if out == "" {
if m := sqlFenceFind.FindString(s); m != "" {
return strings.TrimSpace(m)
}
return keepLeadingLines(s, 2)
}
return out
}
func trimProse(prose string) string {
lines := nonEmptyLines(prose)
if len(lines) == 0 {
return ""
}
var notes []string
for _, ln := range lines {
if strings.HasPrefix(ln, "说明") || strings.HasPrefix(ln, "注意") || strings.HasPrefix(ln, "提示") {
notes = append(notes, ln)
}
}
if len(notes) > 0 {
if len(notes) > 2 {
notes = notes[len(notes)-2:]
}
return strings.Join(notes, "\n")
}
joined := strings.Join(lines, "\n")
if cotCue.MatchString(joined) || utf8.RuneCountInString(joined) > 160 {
return ""
}
return keepLeadingLines(joined, 2)
}
func keepLeadingLines(s string, n int) string {
lines := nonEmptyLines(s)
if len(lines) > n {
lines = lines[:n]
}
return strings.Join(lines, "\n")
}
func nonEmptyLines(s string) []string {
raw := strings.Split(s, "\n")
out := make([]string, 0, len(raw))
for _, ln := range raw {
ln = strings.TrimSpace(ln)
if ln != "" {
out = append(out, ln)
}
}
return out
}