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This commit is contained in:
yawan
2026-09-22 16:19:06 +08:00
commit f7fc992f57
3929 changed files with 1006607 additions and 0 deletions
@@ -0,0 +1,65 @@
package chatpipeline
import (
"context"
"strings"
"testing"
"unicode/utf8"
"github.com/Tencent/WeKnora/internal/types"
"github.com/stretchr/testify/assert"
)
func TestExtractKeywordsSegmentsChineseQuery(t *testing.T) {
keywords := extractKeywords("如何配置向量数据库")
assert.NotContains(t, keywords, "如何配置向量数据库")
assert.Contains(t, keywords, "配置")
assert.Contains(t, keywords, "向量")
assert.Contains(t, keywords, "数据库")
}
func TestTokenizePreservesMixedLanguageBoundaries(t *testing.T) {
tokens := tokenize("RAG如何配置PostgreSQL")
assert.Contains(t, tokens, "RAG")
assert.Contains(t, tokens, "配置")
assert.Contains(t, tokens, "PostgreSQL")
assert.NotContains(t, tokens, "RAG如何配置")
}
func TestExtractKeywordsDropsSingleRuneChineseTokens(t *testing.T) {
keywords := extractKeywords("他来到了网易杭研大厦")
assert.Contains(t, keywords, "网易")
assert.Contains(t, keywords, "大厦")
for _, keyword := range keywords {
assert.Greater(t, utf8.RuneCountInString(keyword), 1, "unexpected single-rune keyword %q", keyword)
}
}
func TestExpandQueriesBuildsChineseKeywordVariant(t *testing.T) {
expansions := (&PluginSearch{}).expandQueries(context.Background(), &types.ChatManage{
PipelineState: types.PipelineState{RewriteQuery: "如何配置向量数据库"},
})
var foundKeywordVariant bool
for _, expansion := range expansions {
fields := strings.Fields(expansion)
if containsToken(fields, "配置") && containsToken(fields, "向量") && containsToken(fields, "数据库") {
foundKeywordVariant = true
break
}
}
assert.True(t, foundKeywordVariant, "expected a Chinese keyword expansion with segmented terms, got %v", expansions)
}
func containsToken(values []string, want string) bool {
for _, value := range values {
if value == want {
return true
}
}
return false
}