Complete Phase 14 homophones module

internal/modules/homophones/prompt.go

@@ -0,0 +1,83 @@
+package homophones
+
+import (
+	"encoding/json"
+	"fmt"
+
+	"gitea.maximumdirect.net/eric/audita/internal/core/schema"
+	"gitea.maximumdirect.net/eric/audita/internal/framework/contracts"
+)
+
+type promptSegment struct {
+	ID         int      `json:"id"`
+	Speaker    string   `json:"speaker"`
+	Start      float64  `json:"start"`
+	End        float64  `json:"end"`
+	Text       string   `json:"text"`
+	Categories []string `json:"categories,omitempty"`
+}
+
+type promptTranscriptSection struct {
+	SectionIndex int             `json:"section_index"`
+	Segments     []promptSegment `json:"segments"`
+}
+
+// BuildProposalMessages mirrors the Python homophones-module prompt intent:
+// conservative homophone and mistranscription correction only.
+func BuildProposalMessages(transcript *schema.Transcript, glossary *schema.Glossary) ([]contracts.LLMMessage, error) {
+	glossaryJSON, err := json.MarshalIndent(glossary, "", "  ")
+	if err != nil {
+		return nil, fmt.Errorf("marshal glossary prompt context: %w", err)
+	}
+
+	sectionPayload := promptTranscriptSection{
+		SectionIndex: 0,
+		Segments:     make([]promptSegment, 0),
+	}
+	if transcript != nil {
+		for _, s := range transcript.Segments {
+			sectionPayload.Segments = append(sectionPayload.Segments, promptSegment{
+				ID:         s.ID,
+				Speaker:    s.Speaker,
+				Start:      s.Start,
+				End:        s.End,
+				Text:       s.Text,
+				Categories: append([]string(nil), s.Categories...),
+			})
+		}
+	}
+	sectionJSON, err := json.MarshalIndent(sectionPayload, "", "  ")
+	if err != nil {
+		return nil, fmt.Errorf("marshal transcript prompt context: %w", err)
+	}
+
+	system := "You are Audita, a conservative homophone correction assistant. Identify only transcript changes that plausibly reflect homophones, phonetic similarity, or common mistranscriptions of spoken English. Do not make punctuation, capitalization, spacing, filler-word, repetition, style, or grammar edits. Do not paraphrase, summarize, or rewrite content."
+	user := "Review this transcript section and return only homophone or spoken-form corrections that should be applied.\n\n" +
+		"Rules:\n" +
+		"- Approve only corrections where the original text is plausibly a mistaken homophone, phonetic rendering, or mistranscription of what was likely spoken.\n" +
+		"- Allow examples such as changing \"dam\" to \"damn\", \"rank\" to \"Hrank\", or \"gestures\" to \"Jesters\" when local context supports the correction.\n" +
+		"- Reject unrelated substitutions like changing \"Lyra\" to \"Jesters\".\n" +
+		"- Reject antonyms or reversals such as changing \"visible\" to \"invisible\".\n" +
+		"- Do not add or remove punctuation, alter capitalization only, normalize spacing, remove filler words, collapse repetitions, or make general readability edits.\n" +
+		"- Treat glossary names and aliases as protected spellings and context.\n" +
+		"- You may correct toward glossary names, aliases, or their plural forms when the correction is acoustically plausible and supported by local context.\n" +
+		"- Do not replace, Anglicize, normalize, lowercase, or otherwise alter protected glossary names or aliases that already appear correctly in the transcript.\n" +
+		"- Preserve canonical glossary capitalization for protected names and aliases, even if they look unusual.\n" +
+		"- If a segment includes categories, treat them as additional transcript context.\n" +
+		"- Use the exact id from the input segment.\n" +
+		"- For returned corrections, original_text must be only the exact text span that needs replacement, not the full segment text unless the whole segment is the replacement span.\n" +
+		"- Choose an original_text span that appears exactly once in the current segment text.\n" +
+		"- corrected_text must be only the replacement text for that span, not the full corrected segment text unless the whole segment is the replacement span.\n" +
+		"- Each returned correction must contain only id, original_text, corrected_text, and confidence.\n" +
+		"- Do not return corrections where original_text and corrected_text are identical.\n" +
+		"- Do not return speaker, start, or end fields.\n" +
+		"- Return only changed segments; do not return entries for unchanged segments.\n" +
+		"- confidence must be between 0.0 and 1.0.\n" +
+		"- If no corrections are needed, return an empty corrections list.\n\n" +
+		fmt.Sprintf("Protected glossary/context:\n%s\n\nTranscript section:\n%s", string(glossaryJSON), string(sectionJSON))
+
+	return []contracts.LLMMessage{
+		{Role: "system", Content: system},
+		{Role: "user", Content: user},
+	}, nil
+}