import re import pdfplumber def _clean_text(text: str) -> str: if not text: return "" text = re.sub(r'\n\s*\n\s*\n+', '\n\n', text) lines = [line.rstrip() for line in text.split('\n')] return '\n'.join(lines).strip() def _table_to_markdown(table: list) -> str: if not table: return "" cleaned = [[str(c).strip() if c else "" for c in row] for row in table] num_cols = len(cleaned[0]) col_widths = [0] * num_cols for row in cleaned: for i, cell in enumerate(row[:num_cols]): col_widths[i] = max(col_widths[i], len(cell)) lines = [] header = cleaned[0] lines.append("| " + " | ".join(c.ljust(col_widths[i]) for i, c in enumerate(header[:num_cols])) + " |") lines.append("| " + " | ".join("-" * w for w in col_widths) + " |") for row in cleaned[1:]: lines.append("| " + " | ".join(c.ljust(col_widths[i]) for i, c in enumerate(row[:num_cols])) + " |") return "\n".join(lines) def pdf_to_markdown(pdf_path: str) -> str: parts = [] with pdfplumber.open(pdf_path) as pdf: total = len(pdf.pages) for n, page in enumerate(pdf.pages, 1): parts.append(f"\n---\n## Trang {n}/{total}\n") tables = page.extract_tables() text = page.extract_text() if text: parts.append(_clean_text(text)) parts.append("\n") if tables: for i, tbl in enumerate(tables, 1): if tbl: parts.append(f"\n**Bảng {i}:**\n") parts.append(_table_to_markdown(tbl)) parts.append("\n") return _clean_text("\n".join(parts)) def format_chat_history(messages: list[dict]) -> str: if not messages: return "(Không có lịch sử trò chuyện)" lines = [] for m in messages: sender = m.get("senderName") or m.get("sender_id") or "?" content = m.get("content") or m.get("message") or "" ts = m.get("timestamp") or m.get("created_at") or "" prefix = f"[{ts}] " if ts else "" lines.append(f"{prefix}{sender}: {content}") return "\n".join(lines)