caligraphy metadata added

corpus_loader.py

@@ -98,6 +98,7 @@ class CorpusLoader:
             "type":    str(row.get("type", "desconocido")),
             "region":  str(row.get("region", "desconocida")),
             "date":    str(row.get("date", "")),
+            "caligrafia": str(row.get("caligrafia", "desconocida")),
             "source":  source,
             "corrections": row.get("corrections", []),
         }

rag_corrector.py

@@ -119,6 +119,7 @@ class RAGCorrector:
                 corr = "; ".join(doc["corrections"]) if doc["corrections"] else "—"
                 examples.append(
                     f"Ejemplo {i} [{doc['type']}, {doc['region']}, {doc['date']}]"
+                    f"caligrafia: {doc['caligrafia']}"
                     f" (similitud={doc['score']}):\n"
                     f"  HTR:  \"{doc['htr']}\"\n"
                     f"  GT:   \"{doc['gt']}\"\n"

vector_store.py

@@ -88,6 +88,7 @@ class VectorStore:
                     "type":    p.get("type", ""),
                     "region":  p.get("region", ""),
                     "date":    p.get("date", ""),
+                    "caligrafia": p.get("caligrafia", "desconocida"),
                     "corrections": json.dumps(
                         p.get("corrections", []), ensure_ascii=False
                     ),
@@ -131,6 +132,7 @@ class VectorStore:
                 "type":        meta.get("type", ""),
                 "region":      meta.get("region", ""),
                 "date":        meta.get("date", ""),
+                "caligrafia": meta.get("caligrafia", ""),
                 "corrections": json.loads(meta.get("corrections", "[]")),
                 "score":       round(1 - dist, 4),   # cosine similarity
             })