From 711053b8bd18fec1aa3650dc80798bc9ed095fc1 Mon Sep 17 00:00:00 2001
From: Sabo Sabev <s.sabev@inex-project.net>
Date: Wed, 20 May 2026 11:52:11 +0300
Subject: [PATCH] Initial commit: working RIP/INEX_TM help processing pipeline

- help_processor.py: parses .docx/.html/.pdf/.doc/.txt, extracts images,
  classifies sections via Claude API, writes to SQL Server
- generate_html.py: builds interactive HTML viewer (Home/Editor/Search/Generator)
- save_keywords.py: applies keyword edits back to DB
- Prefix-scoped DB schema (RIP_help_files, RIP_help_sections) so multiple
  projects share the same database without collision
- BAT launchers per project (RIP_load.bat, INEX_TM_load.bat, ...) load
  credentials from gitignored .env via _load_env.bat
- Rich HTML preservation for .html sources (html_text column)
- Image extraction for all formats with MS Word / LibreOffice fallback for .doc

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .env.example           |    5 +
 .gitignore             |   30 ++
 Bairaci.png            |  Bin 0 -> 71872 bytes
 INEX_TM_load.bat       |    9 +
 INEX_TM_load_force.bat |    9 +
 INEX_TM_view.bat       |    6 +
 README.md              |  124 +++++
 RIP_load.bat           |    9 +
 RIP_load_force.bat     |    9 +
 RIP_view.bat           |    6 +
 _load_env.bat          |    9 +
 generate_html.py       |  938 ++++++++++++++++++++++++++++++++
 help_processor.py      | 1162 ++++++++++++++++++++++++++++++++++++++++
 requirements.txt       |    7 +
 save_keywords.py       |   77 +++
 view.bat               |   21 +
 16 files changed, 2421 insertions(+)
 create mode 100644 .env.example
 create mode 100644 .gitignore
 create mode 100644 Bairaci.png
 create mode 100644 INEX_TM_load.bat
 create mode 100644 INEX_TM_load_force.bat
 create mode 100644 INEX_TM_view.bat
 create mode 100644 README.md
 create mode 100644 RIP_load.bat
 create mode 100644 RIP_load_force.bat
 create mode 100644 RIP_view.bat
 create mode 100644 _load_env.bat
 create mode 100644 generate_html.py
 create mode 100644 help_processor.py
 create mode 100644 requirements.txt
 create mode 100644 save_keywords.py
 create mode 100644 view.bat

diff --git a/.env.example b/.env.example
new file mode 100644
index 0000000..f401d7c
--- /dev/null
+++ b/.env.example
@@ -0,0 +1,5 @@
+REM Copy to .env and fill in real values. .env is gitignored.
+REM Loaded by .bat файловете чрез: for /f "delims=" %%a in (.env) do set "%%a"
+
+ANTHROPIC_API_KEY=sk-ant-api03-XXXXXXXXXXXXXXXXXXXXXXXXX
+HELP_DB_CONN=DRIVER={ODBC Driver 18 for SQL Server};TrustServerCertificate=yes;SERVER=host,port;DATABASE=db;UID=user;PWD=password
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..d8e5472
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,30 @@
+# Credentials
+.env
+.env.local
+*.local
+
+# Python
+__pycache__/
+*.pyc
+*.pyo
+
+# Logs
+*.log
+
+# Generated outputs
+help_viewer.html
+keywords_changes*.json
+
+# Output processing folders (на отделен диск, не за git)
+Output/
+output/
+
+# Archives
+*.zip
+*.tar.gz
+
+# IDE / tools
+.vscode/
+.idea/
+.claude/
+*.swp
diff --git a/Bairaci.png b/Bairaci.png
new file mode 100644
index 0000000000000000000000000000000000000000..28d1ce6039bd3abbafcdb36d36a88da28267f804
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diff --git a/INEX_TM_load.bat b/INEX_TM_load.bat
new file mode 100644
index 0000000..bf979c3
--- /dev/null
+++ b/INEX_TM_load.bat
@@ -0,0 +1,9 @@
+:@echo off
+chcp 65001 > nul
+call "%~dp0_load_env.bat" || exit /b 1
+set PYTHONIOENCODING=utf-8
+
+echo === INCREMENTAL  prefix=INEX_TM ===
+echo.
+python help_processor.py --prefix=INEX_TM "q:\___Proekti\2022 INEX Технологична модернизация" "q:\___Proekti\2022 INEX Технологична модернизация\Output"
+pause
diff --git a/INEX_TM_load_force.bat b/INEX_TM_load_force.bat
new file mode 100644
index 0000000..883c272
--- /dev/null
+++ b/INEX_TM_load_force.bat
@@ -0,0 +1,9 @@
+:@echo off
+chcp 65001 > nul
+call "%~dp0_load_env.bat" || exit /b 1
+set PYTHONIOENCODING=utf-8
+
+echo === FORCE + PURGE  prefix=INEX_TM ===
+echo.
+python help_processor.py --prefix=INEX_TM --force --purge-missing "q:\___Proekti\2022 INEX Технологична модернизация" "q:\___Proekti\2022 INEX Технологична модернизация\Output"
+pause
diff --git a/INEX_TM_view.bat b/INEX_TM_view.bat
new file mode 100644
index 0000000..874032d
--- /dev/null
+++ b/INEX_TM_view.bat
@@ -0,0 +1,6 @@
+:@echo off
+chcp 65001 > nul
+call "%~dp0_load_env.bat" || exit /b 1
+set PYTHONIOENCODING=utf-8
+
+python generate_html.py --prefix=INEX_TM
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..63a0f95
--- /dev/null
+++ b/README.md
@@ -0,0 +1,124 @@
+# RIP Help System — Help-файл декомпозитор и viewer
+
+Обработва help-файлове (`.html`, `.htm`, `.docx`, `.doc`, `.pdf`, `.txt`), декомпозира ги на секции, извлича картинки, класифицира секциите с Claude API (заглавие + ключови думи), и записва всичко в SQL Server. После генерира интерактивен HTML viewer.
+
+## Архитектура
+
+```
+Входни файлове  →  help_processor.py  →  SQL Server   →  generate_html.py  →  help_viewer.html
+(.docx, .html,                          (RIP_help_*)                          (Home / Редактор /
+ .pdf, .doc)                                                                   Търсене / Генератор)
+                                              ↑
+                                              │
+                                       save_keywords.py  ←  keywords_changes.json
+                                                          (от Редактора на viewer-а)
+```
+
+## Инсталация
+
+```
+pip install -r requirements.txt
+```
+
+За стар `.doc` формат — едно от:
+- **LibreOffice** в PATH (кросплатформено)
+- **MS Word** (Windows, чрез pywin32 COM — автоматичен fallback)
+
+## Конфигурация
+
+Копирай `.env.example` като `.env` и попълни:
+
+```
+ANTHROPIC_API_KEY=sk-ant-...
+HELP_DB_CONN=DRIVER={ODBC Driver 18 for SQL Server};TrustServerCertificate=yes;SERVER=host,port;DATABASE=db;UID=user;PWD=password
+```
+
+`.env` е gitignore-нат. Bat файловете го зареждат автоматично през `_load_env.bat`.
+
+## Употреба (Windows)
+
+### Обработка на нов проект
+
+Първо създай `<PROJECT>_load.bat` и `<PROJECT>_view.bat` (вж. `RIP_load.bat`, `RIP_view.bat` като образец).
+
+| BAT | Какво прави |
+|---|---|
+| `RIP_load.bat` | Incremental — обработва само нови/променени файлове по SHA-256 hash |
+| `RIP_load_force.bat` | `--force --purge-missing` — преобработва всичко, изтрива orphans |
+| `RIP_view.bat` | Генерира `help_viewer.html` за prefix=RIP и го отваря в браузъра |
+
+### Директно от CLI
+
+```
+python help_processor.py --prefix=<PREFIX> <input_dir> <output_dir>
+python help_processor.py --prefix=<PREFIX> --force --purge-missing <input_dir> <output_dir>
+
+python generate_html.py --prefix=<PREFIX>                  # без Home таб
+python generate_html.py --prefix=<PREFIX> --home img.png   # с Home таб
+```
+
+## Prefix scoping
+
+Всеки проект има свой `--prefix` (напр. `RIP`, `INEX_TM`). Прави следните неща изолирани между проектите:
+
+- Кодовете на секциите: `RIP_0001_SEC_0001` vs `INEX_TM_0001_SEC_0001`
+- skip-by-hash (incremental) — само в рамките на prefix-а
+- `--purge-missing` — изтрива orphans само в текущия prefix
+- `generate_html.py --prefix=X` — viewer-а филтрира по prefix
+
+## Структура на базата
+
+### `RIP_help_files`
+| Поле | Тип | Описание |
+|---|---|---|
+| id | INT IDENTITY | PK |
+| prefix | NVARCHAR(50) | Project scope |
+| file_path | NVARCHAR(1000) | Пълен път до файла |
+| file_hash | CHAR(64) | SHA-256 за incremental |
+| processed_at | DATETIME2 | Последна обработка |
+| section_count | INT | Брой секции |
+
+UNIQUE constraint: `(prefix, file_path)`
+
+### `RIP_help_sections`
+| Поле | Тип | Описание |
+|---|---|---|
+| id | INT IDENTITY | PK |
+| prefix | NVARCHAR(50) | Project scope |
+| code | NVARCHAR(80) | `<PREFIX>_NNNN_SEC_NNNN` (UNIQUE) |
+| source_file | NVARCHAR(1000) | Източник |
+| title | NVARCHAR(500) | AI-генерирано заглавие |
+| keywords | NVARCHAR(300) | До 5 ключови думи |
+| char_count | INT | Размер на чистия текст |
+| output_path | NVARCHAR(1000) | Път до `.txt` файла |
+| images | NVARCHAR(MAX) | JSON масив с относителни пътища |
+| html_text | NVARCHAR(MAX) | Rich HTML с форматиране (само за `.html` източници) |
+| created_at, updated_at | DATETIME2 | |
+
+## HTML Viewer — 3 / 4 таба
+
+- **Home** (опционален, ако `--home <image>` е подаден) — началов екран с изображение
+- **Редактор** — таблица със секции; inline редактиране на ключови думи; ✓ Save → JSON download → `save_keywords.py` → UPDATE в БД
+- **Търсене** — карти със секции; multi-keyword (intervals = AND, "phrase" = literal); preview с картинки
+- **Генератор** — drag & drop ordering → export като HTML (self-contained, всички картинки base64-embed-нати)
+
+## Картинки
+
+Извличат се по време на парсване:
+- `.docx` — `<a:blip>` в paragraph drawings → bytes от related_parts
+- `.html` — локални файлове и `data:` URLs; HTTP пропуска
+- `.pdf` — `pdfplumber.page.crop(bbox).to_image()` като PNG
+- `.doc` — след LibreOffice/MS Word конверсия до `.docx`
+
+Филтър ≥ 50×50 px (PIL детектва), за да отрязва иконки/булети.
+
+Записват се в `<output_dir>/images/<code>_img_NN.<ext>`. В текста placeholder `[IMG: images/...]`. В DB `images` колоната съдържа JSON масив с пътищата.
+
+## Constants (в `help_processor.py`)
+
+| Константа | Default | Описание |
+|---|---|---|
+| `MIN_SECTION_TOKENS` | 60 | Под този праг секцията се слива с предишната |
+| `MAX_AI_CHARS` | 4000 | Символи, пращани към Claude |
+| `AI_MODEL` | claude-sonnet-4-6 | Модел за класификация |
+| `MIN_IMAGE_PX` | 50 | Картинки под NxN px се пропускат |
diff --git a/RIP_load.bat b/RIP_load.bat
new file mode 100644
index 0000000..b825420
--- /dev/null
+++ b/RIP_load.bat
@@ -0,0 +1,9 @@
+:@echo off
+chcp 65001 > nul
+call "%~dp0_load_env.bat" || exit /b 1
+set PYTHONIOENCODING=utf-8
+
+echo === INCREMENTAL  prefix=RIP ===
+echo.
+python help_processor.py --prefix=RIP "q:\RIP_Help_Source" "q:\RIP_Help_Source\Output"
+pause
diff --git a/RIP_load_force.bat b/RIP_load_force.bat
new file mode 100644
index 0000000..8400e94
--- /dev/null
+++ b/RIP_load_force.bat
@@ -0,0 +1,9 @@
+:@echo off
+chcp 65001 > nul
+call "%~dp0_load_env.bat" || exit /b 1
+set PYTHONIOENCODING=utf-8
+
+echo === FORCE + PURGE  prefix=RIP ===
+echo.
+python help_processor.py --prefix=RIP --force --purge-missing "q:\RIP_Help_Source" "q:\RIP_Help_Source\Output"
+pause
diff --git a/RIP_view.bat b/RIP_view.bat
new file mode 100644
index 0000000..6391d55
--- /dev/null
+++ b/RIP_view.bat
@@ -0,0 +1,6 @@
+:@echo off
+chcp 65001 > nul
+call "%~dp0_load_env.bat" || exit /b 1
+set PYTHONIOENCODING=utf-8
+
+python generate_html.py --prefix=RIP --home Bairaci.png
diff --git a/_load_env.bat b/_load_env.bat
new file mode 100644
index 0000000..69ccaa7
--- /dev/null
+++ b/_load_env.bat
@@ -0,0 +1,9 @@
+@echo off
+REM Зарежда ANTHROPIC_API_KEY и HELP_DB_CONN от .env в текущата cmd среда.
+REM Извиква се с: call _load_env.bat
+if not exist .env (
+  echo [ERROR] Липсва .env файл. Копирай .env.example като .env и попълни.
+  exit /b 1
+)
+for /f "usebackq tokens=1,* delims== eol=#" %%A in (".env") do set "%%A=%%B"
+exit /b 0
diff --git a/generate_html.py b/generate_html.py
new file mode 100644
index 0000000..151c54e
--- /dev/null
+++ b/generate_html.py
@@ -0,0 +1,938 @@
+"""
+generate_html.py
+================
+Чете секциите от SQL Server и генерира help_viewer.html.
+Стартирай с:  python generate_html.py
+"""
+
+import os, sys, json, re, base64, mimetypes, argparse
+from pathlib import Path
+from datetime import datetime
+from typing import Optional
+
+try:
+    import pyodbc
+except ImportError:
+    sys.exit("Инсталирай pyodbc:  pip install pyodbc")
+
+CONN_STR = os.getenv(
+    "HELP_DB_CONN",
+    "DRIVER={ODBC Driver 18 for SQL Server};"
+    "TrustServerCertificate=yes;"
+    "SERVER=94.26.63.238,13151;DATABASE=blondina;"
+    "UID=blondina_login;PWD=blondina_parola_123"
+)
+OUT_HTML = Path(__file__).parent / "help_viewer.html"
+
+
+_IMG_PLACEHOLDER_RE = re.compile(r"\[IMG:\s*([^\]]+?)\s*\]")
+
+
+def _esc(s: str) -> str:
+    return (s.replace("&", "&amp;")
+             .replace("<", "&lt;")
+             .replace(">", "&gt;")
+             .replace('"', "&quot;"))
+
+
+def _img_src(rel: str, output_dir: Path, embed: bool) -> str:
+    """file:// URI или base64 data URI за картинка."""
+    abs_path = (output_dir / rel).resolve()
+    if not abs_path.exists():
+        return _esc(rel)
+    if embed:
+        try:
+            mime = mimetypes.guess_type(str(abs_path))[0] or "image/png"
+            b64  = base64.b64encode(abs_path.read_bytes()).decode("ascii")
+            return f"data:{mime};base64,{b64}"
+        except Exception:
+            return abs_path.as_uri()
+    return abs_path.as_uri()
+
+
+def _text_to_html(text: str, output_dir: Path, embed: bool = False) -> str:
+    """Конвертира [IMG: images/foo.png] към <img>; escape-ва останалия текст."""
+    parts = []
+    last = 0
+    for m in _IMG_PLACEHOLDER_RE.finditer(text):
+        parts.append(_esc(text[last:m.start()]))
+        rel = m.group(1).strip().replace("\\", "/")
+        src = _img_src(rel, output_dir, embed)
+        parts.append(
+            f'<img src="{src}" alt="" '
+            f'style="max-width:100%;max-height:240px;display:block;margin:8px 0;'
+            f'border:1px solid #d8dce3;border-radius:6px">'
+        )
+        last = m.end()
+    parts.append(_esc(text[last:]))
+    return "".join(parts).replace("\n", "<br>")
+
+
+def _rich_html_with_images(html: str, output_dir: Path, embed: bool = False) -> str:
+    """Същото като _text_to_html, но входът е вече HTML — НЕ escape-ва."""
+    def sub(m):
+        rel = m.group(1).strip().replace("\\", "/")
+        src = _img_src(rel, output_dir, embed)
+        return (f'<img src="{src}" alt="" '
+                f'style="max-width:100%;max-height:240px;display:block;margin:8px 0;'
+                f'border:1px solid #d8dce3;border-radius:6px">')
+    return _IMG_PLACEHOLDER_RE.sub(sub, html)
+
+
+def fetch_sections(prefix: Optional[str] = None):
+    conn = pyodbc.connect(CONN_STR, autocommit=True)
+    cur  = conn.cursor()
+    if prefix:
+        cur.execute("""
+            SELECT s.prefix, s.code, s.title, s.keywords, s.char_count,
+                   s.source_file, s.output_path, s.updated_at,
+                   s.images, s.html_text, f.section_count
+            FROM   RIP_help_sections s
+            LEFT JOIN RIP_help_files f
+              ON f.file_path = s.source_file AND f.prefix = s.prefix
+            WHERE  s.prefix = ?
+            ORDER  BY s.code
+        """, prefix)
+    else:
+        cur.execute("""
+            SELECT s.prefix, s.code, s.title, s.keywords, s.char_count,
+                   s.source_file, s.output_path, s.updated_at,
+                   s.images, s.html_text, f.section_count
+            FROM   RIP_help_sections s
+            LEFT JOIN RIP_help_files f
+              ON f.file_path = s.source_file AND f.prefix = s.prefix
+            ORDER  BY s.prefix, s.code
+        """)
+    cols = [c[0] for c in cur.description]
+    rows = []
+    for r in cur.fetchall():
+        d = dict(zip(cols, r))
+        d["updated_at"] = str(d["updated_at"])[:16] if d["updated_at"] else ""
+        # парсваме images JSON
+        try:
+            d["images"] = json.loads(d["images"]) if d.get("images") else []
+        except Exception:
+            d["images"] = []
+        # прочитаме текста от .txt файла ако съществува
+        d["text"]            = ""
+        d["text_html"]       = ""    # file:// — за viewer-а
+        d["text_html_embed"] = ""    # base64 data: — за export (self-contained)
+        out_dir = Path(d["output_path"]).parent if d.get("output_path") else None
+        if d.get("output_path") and Path(d["output_path"]).exists():
+            try:
+                txt_path = Path(d["output_path"])
+                raw      = txt_path.read_text(encoding="utf-8")
+                parts    = raw.split("─" * 60, 1)
+                body     = parts[1].strip() if len(parts) > 1 else raw
+                d["text"] = body[:800]
+            except Exception:
+                pass
+        # rich HTML от БД има приоритет; иначе fallback към plain text
+        if d.get("html_text") and out_dir:
+            d["text_html"]       = _rich_html_with_images(d["html_text"], out_dir, embed=False)
+            d["text_html_embed"] = _rich_html_with_images(d["html_text"], out_dir, embed=True)
+        elif out_dir and d["text"]:
+            d["text_html"]       = _text_to_html(d["text"][:1200], out_dir, embed=False)
+            d["text_html_embed"] = _text_to_html(d["text"],         out_dir, embed=True)
+        rows.append(d)
+    conn.close()
+    return rows
+
+
+def _home_image_data_uri(home_path: Optional[str]) -> Optional[str]:
+    """Връща data: URI ако файлът съществува, иначе None."""
+    if not home_path:
+        return None
+    p = Path(home_path).expanduser()
+    if not p.is_absolute():
+        p = (Path(__file__).parent / p).resolve()
+    if not p.is_file():
+        print(f"  [home] файлът не е намерен: {p}", file=sys.stderr)
+        return None
+    mime = mimetypes.guess_type(str(p))[0] or "image/png"
+    b64  = base64.b64encode(p.read_bytes()).decode("ascii")
+    return f"data:{mime};base64,{b64}"
+
+
+def build_html(sections, home_image: Optional[str] = None):
+    data_json = json.dumps(sections, ensure_ascii=False)
+    generated = datetime.now().strftime("%d.%m.%Y %H:%M")
+    home_uri  = _home_image_data_uri(home_image)
+
+    if home_uri:
+        home_tab_html  = '<div class="tab active" onclick="switchTab(\'home\')">00 / Home</div>'
+        editor_tab_cls = "tab"
+        editor_panel_cls = "panel"
+        home_panel_html = (
+            '<div id="tab-home" class="panel active">'
+            f'  <div class="home-wrap"><img src="{home_uri}" alt="Home"></div>'
+            '</div>'
+        )
+        tab_index_list = "['home','editor','search','generator']"
+        initial_tab    = "home"
+    else:
+        home_tab_html    = ""
+        editor_tab_cls   = "tab active"
+        editor_panel_cls = "panel active"
+        home_panel_html  = ""
+        tab_index_list   = "['editor','search','generator']"
+        initial_tab      = "editor"
+
+    return f"""<!DOCTYPE html>
+<html lang="bg">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>Help Viewer</title>
+<style>
+  @import url('https://fonts.googleapis.com/css2?family=IBM+Plex+Mono:wght@400;500&family=IBM+Plex+Sans:wght@300;400;500&display=swap');
+
+  *, *::before, *::after {{ box-sizing: border-box; margin: 0; padding: 0; }}
+
+  :root {{
+    --bg:        #f5f6f8;
+    --bg2:       #ffffff;
+    --bg3:       #eef0f4;
+    --border:    #d8dce3;
+    --accent:    #3a6fcf;
+    --accent2:   #2ca36f;
+    --text:      #1a1a1f;
+    --muted:     #6a6a78;
+    --danger:    #c84545;
+    --tag-bg:    #e7efff;
+    --tag-text:  #2c5cb8;
+    --mono:      'IBM Plex Mono', monospace;
+    --sans:      'IBM Plex Sans', sans-serif;
+    --radius:    6px;
+    --radius-lg: 12px;
+  }}
+
+  body {{
+    background: var(--bg);
+    color: var(--text);
+    font-family: var(--sans);
+    font-size: 14px;
+    min-height: 100vh;
+  }}
+
+  /* ── Header ── */
+  header {{
+    display: flex;
+    align-items: center;
+    gap: 16px;
+    padding: 14px 24px;
+    border-bottom: 1px solid #1f3a6f;
+    background: linear-gradient(90deg, #2d5fb0 0%, #3a6fcf 55%, #5589dd 100%);
+    color: #ffffff;
+    box-shadow: 0 2px 6px rgba(0,0,0,.10);
+    position: sticky; top: 0; z-index: 100;
+  }}
+  header h1 {{
+    font-family: var(--mono);
+    font-size: 16px;
+    font-weight: 600;
+    color: #ffffff;
+    letter-spacing: .05em;
+    padding: 4px 12px;
+    background: rgba(255,255,255,.14);
+    border: 1px solid rgba(255,255,255,.28);
+    border-radius: var(--radius);
+  }}
+  header .sep {{ color: rgba(255,255,255,.35); }}
+  header #total-count {{ color: rgba(255,255,255,.85) !important; }}
+  .gen-time {{
+    font-size: 11px;
+    color: rgba(255,255,255,.80);
+    margin-left: auto;
+    font-family: var(--mono);
+  }}
+
+  /* ── Tabs ── */
+  .tabs {{ display: flex; gap: 2px; padding: 0 24px; background: var(--bg2); border-bottom: 1px solid var(--border); }}
+  .tab {{
+    padding: 10px 20px;
+    font-size: 13px;
+    font-family: var(--mono);
+    color: var(--muted);
+    cursor: pointer;
+    border-bottom: 2px solid transparent;
+    transition: color .15s, border-color .15s;
+    user-select: none;
+  }}
+  .tab.active {{ color: var(--accent); border-color: var(--accent); }}
+  .tab:hover:not(.active) {{ color: var(--text); }}
+
+  /* ── Panels ── */
+  .panel {{ display: none; padding: 20px 24px; }}
+  .panel.active {{ display: block; }}
+
+  /* ── Toolbar ── */
+  .toolbar {{ display: flex; gap: 10px; margin-bottom: 16px; flex-wrap: wrap; align-items: center; }}
+  input[type=text], textarea {{
+    background: var(--bg3);
+    border: 1px solid var(--border);
+    border-radius: var(--radius);
+    color: var(--text);
+    font-family: var(--sans);
+    font-size: 13px;
+    padding: 7px 12px;
+    outline: none;
+    transition: border-color .15s;
+  }}
+  input[type=text]:focus, textarea:focus {{ border-color: var(--accent); }}
+  .search-box {{ flex: 1; min-width: 220px; }}
+  button {{
+    padding: 7px 16px;
+    border-radius: var(--radius);
+    border: none;
+    font-family: var(--mono);
+    font-size: 12px;
+    cursor: pointer;
+    transition: opacity .15s;
+  }}
+  button:hover {{ opacity: .85; }}
+  .btn-primary {{ background: var(--accent);  color: #fff; }}
+  .btn-success {{ background: var(--accent2); color: #0a1a12; }}
+  .btn-danger  {{ background: var(--danger);  color: #fff; }}
+  .btn-ghost   {{ background: var(--bg3); color: var(--text); border: 1px solid var(--border); }}
+
+  /* ── Stats bar ── */
+  .stats {{ font-size: 11px; color: var(--muted); font-family: var(--mono); }}
+
+  /* ── Table ── */
+  .tbl-wrap {{ overflow-x: auto; border: 1px solid var(--border); border-radius: var(--radius-lg); }}
+  table {{ width: 100%; border-collapse: collapse; }}
+  thead th {{
+    background: var(--bg3);
+    padding: 10px 12px;
+    text-align: left;
+    font-family: var(--mono);
+    font-size: 11px;
+    font-weight: 500;
+    color: var(--muted);
+    letter-spacing: .06em;
+    text-transform: uppercase;
+    border-bottom: 1px solid var(--border);
+    white-space: nowrap;
+  }}
+  tbody tr {{ border-bottom: 1px solid var(--border); transition: background .1s; }}
+  tbody tr:last-child {{ border-bottom: none; }}
+  tbody tr:hover {{ background: var(--bg3); }}
+  td {{ padding: 8px 12px; vertical-align: top; }}
+
+  .code-badge {{
+    font-family: var(--mono);
+    font-size: 11px;
+    color: var(--accent);
+    background: rgba(58,111,207,.10);
+    padding: 2px 7px;
+    border-radius: 4px;
+    white-space: nowrap;
+  }}
+
+  .kw-cell {{ display: flex; flex-direction: column; gap: 6px; min-width: 280px; }}
+  .kw-tags {{ display: flex; flex-wrap: wrap; gap: 4px; min-height: 18px; }}
+  .tag {{
+    font-family: var(--mono);
+    font-size: 11px;
+    background: var(--tag-bg);
+    color: var(--tag-text);
+    padding: 2px 8px;
+    border-radius: 20px;
+    white-space: nowrap;
+  }}
+  .kw-edit-row {{ display: flex; gap: 6px; align-items: center; }}
+  .kw-input {{
+    flex: 1; min-width: 180px;
+    background: var(--bg2);
+    border: 1px solid var(--border);
+    border-radius: var(--radius);
+    color: var(--text);
+    padding: 5px 10px;
+    font-size: 12px;
+    font-family: var(--sans);
+  }}
+  .kw-input:focus {{
+    border-color: var(--accent);
+    background: var(--bg2);
+    box-shadow: 0 0 0 2px rgba(58,111,207,.15);
+    outline: none;
+  }}
+  .kw-input.changed {{ border-color: var(--accent2); background: rgba(44,163,111,.05); }}
+
+  .save-btn {{
+    padding: 5px 12px;
+    font-size: 12px;
+    background: var(--accent2);
+    color: #fff;
+    border-radius: var(--radius);
+    border: none;
+    cursor: pointer;
+    display: none;
+    font-family: var(--mono);
+  }}
+  .save-btn.visible {{ display: inline-block; }}
+  .save-btn:hover {{ opacity: .9; }}
+
+  .src-file {{ font-size: 11px; color: var(--muted); font-family: var(--mono); max-width: 200px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; }}
+  .title-cell {{ max-width: 220px; }}
+
+  /* ── Search results ── */
+  .results-grid {{ display: grid; grid-template-columns: repeat(auto-fill, minmax(340px, 1fr)); gap: 12px; }}
+  .card {{
+    background: var(--bg2);
+    border: 1px solid var(--border);
+    border-radius: var(--radius-lg);
+    padding: 14px 16px;
+    transition: border-color .15s;
+    cursor: pointer;
+  }}
+  .card:hover {{ border-color: var(--accent); }}
+  .card.selected {{ border-color: var(--accent2); background: rgba(44,163,111,.10); }}
+  .card-header {{ display: flex; justify-content: space-between; align-items: flex-start; gap: 8px; margin-bottom: 8px; }}
+  .card-title {{ font-weight: 500; font-size: 13px; line-height: 1.4; }}
+  .card-tags {{ display: flex; flex-wrap: wrap; gap: 4px; margin-bottom: 8px; }}
+  .card-text {{ font-size: 12px; color: var(--muted); line-height: 1.6; max-height: 280px; overflow: hidden; }}
+  .card-text img {{ max-width: 100%; max-height: 200px; display: block; margin: 6px 0; border-radius: 4px; border: 1px solid var(--border); }}
+  .card-footer {{ margin-top: 8px; font-size: 11px; color: var(--muted); font-family: var(--mono); }}
+  .check-icon {{ width: 18px; height: 18px; border-radius: 50%; border: 2px solid var(--border); flex-shrink: 0; margin-top: 2px; transition: all .15s; }}
+  .card.selected .check-icon {{ background: var(--accent2); border-color: var(--accent2); }}
+
+  /* ── Generator ── */
+  .gen-layout {{ display: grid; grid-template-columns: 1fr 280px; gap: 20px; }}
+  .selected-list {{ display: flex; flex-direction: column; gap: 8px; }}
+  .sel-item {{
+    background: var(--bg2);
+    border: 1px solid var(--border);
+    border-radius: var(--radius);
+    padding: 10px 14px;
+    display: flex;
+    align-items: center;
+    gap: 10px;
+    cursor: grab;
+  }}
+  .sel-item:active {{ cursor: grabbing; }}
+  .sel-item.drag-over {{ border-color: var(--accent); background: rgba(58,111,207,.10); }}
+  .drag-handle {{ color: var(--muted); font-size: 16px; user-select: none; }}
+  .sel-item-info {{ flex: 1; }}
+  .sel-item-title {{ font-size: 13px; font-weight: 500; }}
+  .sel-item-code  {{ font-family: var(--mono); font-size: 11px; color: var(--muted); }}
+  .remove-btn {{ background: none; border: none; color: var(--muted); font-size: 16px; cursor: pointer; padding: 0 4px; }}
+  .remove-btn:hover {{ color: var(--danger); }}
+
+  .gen-panel {{
+    background: var(--bg2);
+    border: 1px solid var(--border);
+    border-radius: var(--radius-lg);
+    padding: 20px;
+    position: sticky;
+    top: 80px;
+  }}
+  .gen-panel h3 {{ font-family: var(--mono); font-size: 13px; color: var(--muted); margin-bottom: 16px; letter-spacing: .06em; }}
+  .format-btns {{ display: flex; flex-direction: column; gap: 8px; }}
+  .format-btn {{
+    padding: 10px 16px;
+    border-radius: var(--radius);
+    border: 1px solid var(--border);
+    background: var(--bg3);
+    color: var(--text);
+    font-family: var(--mono);
+    font-size: 12px;
+    cursor: pointer;
+    text-align: left;
+    transition: all .15s;
+    display: flex;
+    align-items: center;
+    gap: 10px;
+  }}
+  .format-btn:hover {{ border-color: var(--accent); color: var(--accent); }}
+  .format-dot {{ width: 8px; height: 8px; border-radius: 50%; }}
+  .dot-word {{ background: #2b7fd4; }}
+  .dot-html {{ background: #e0854a; }}
+  .dot-pdf  {{ background: #e05c5c; }}
+
+  .empty-state {{ text-align: center; padding: 60px 20px; color: var(--muted); }}
+  .empty-state .big {{ font-size: 40px; margin-bottom: 12px; }}
+
+  /* ── Toast ── */
+  #toast {{
+    position: fixed; bottom: 24px; right: 24px;
+    background: var(--accent2); color: #0a1a12;
+    padding: 10px 20px; border-radius: var(--radius);
+    font-family: var(--mono); font-size: 13px;
+    opacity: 0; transform: translateY(10px);
+    transition: all .3s; pointer-events: none; z-index: 999;
+  }}
+  #toast.show {{ opacity: 1; transform: translateY(0); }}
+
+  /* ── Save panel ── */
+  #save-panel {{
+    position: fixed; bottom: 24px; left: 50%; transform: translateX(-50%);
+    background: var(--bg2); border: 1px solid var(--accent);
+    border-radius: var(--radius-lg); padding: 14px 24px;
+    display: flex; align-items: center; gap: 16px;
+    box-shadow: 0 6px 24px rgba(0,0,0,.12);
+    opacity: 0; pointer-events: none; transition: opacity .2s; z-index: 200;
+  }}
+  #save-panel.show {{ opacity: 1; pointer-events: auto; }}
+  #save-count {{ font-family: var(--mono); font-size: 13px; color: var(--accent); }}
+
+  .sep {{ color: var(--border); margin: 0 4px; }}
+
+  /* ── Home tab ── */
+  .home-wrap {{
+    display: flex; justify-content: center; align-items: flex-start;
+    padding: 24px;
+  }}
+  .home-wrap img {{
+    max-width: 100%; max-height: calc(100vh - 200px);
+    border: 1px solid var(--border);
+    border-radius: var(--radius-lg);
+    box-shadow: 0 4px 16px rgba(0,0,0,.06);
+  }}
+</style>
+</head>
+<body>
+
+<header>
+  <h1>BG16RFPR001-1.001-0068</h1>
+  <span class="sep">|</span>
+  <span style="font-size:12px;color:var(--muted);font-family:var(--mono)" id="total-count"></span>
+  <span class="gen-time">генериран: {generated}</span>
+</header>
+
+<div class="tabs">
+  {home_tab_html}
+  <div class="{editor_tab_cls}" onclick="switchTab('editor')">01 / Редактор</div>
+  <div class="tab" onclick="switchTab('search')">02 / Търсене</div>
+  <div class="tab" onclick="switchTab('generator')">03 / Генератор</div>
+</div>
+
+{home_panel_html}
+
+<!-- ══════════════════════════════════════
+     ТАБ 1: РЕДАКТОР
+══════════════════════════════════════ -->
+<div id="tab-editor" class="{editor_panel_cls}">
+  <div class="toolbar">
+    <input type="text" class="search-box" id="editor-search" placeholder="Филтрирай по код, заглавие, ключова дума..." oninput="filterEditor()">
+    <span class="stats" id="editor-stats"></span>
+  </div>
+  <div class="tbl-wrap">
+    <table id="editor-table">
+      <thead>
+        <tr>
+          <th>Код</th>
+          <th>Заглавие</th>
+          <th>Ключови думи</th>
+          <th>Source файл</th>
+          <th>Обновен</th>
+        </tr>
+      </thead>
+      <tbody id="editor-body"></tbody>
+    </table>
+  </div>
+</div>
+
+<!-- ══════════════════════════════════════
+     ТАБ 2: ТЪРСЕНЕ
+══════════════════════════════════════ -->
+<div id="tab-search" class="panel">
+  <div class="toolbar">
+    <input type="text" class="search-box" id="search-input"
+           placeholder='Няколко думи разделени с интервал (AND); за фраза - "в кавички"'
+           oninput="doSearch()">
+    <span class="stats" id="search-stats"></span>
+    <button class="btn-primary" onclick="addSelectedToGenerator()">Добави избраните → Генератор</button>
+  </div>
+  <div class="results-grid" id="search-results"></div>
+</div>
+
+<!-- ══════════════════════════════════════
+     ТАБ 3: ГЕНЕРАТОР
+══════════════════════════════════════ -->
+<div id="tab-generator" class="panel">
+  <div class="gen-layout">
+    <div>
+      <div class="toolbar">
+        <span class="stats" id="gen-stats">Няма избрани секции</span>
+        <button class="btn-ghost" onclick="clearGenerator()">Изчисти</button>
+      </div>
+      <div class="selected-list" id="selected-list">
+        <div class="empty-state">
+          <div class="big">⬡</div>
+          <div>Избери секции от таб Търсене</div>
+        </div>
+      </div>
+    </div>
+    <div class="gen-panel">
+      <h3>ГЕНЕРИРАЙ ДОКУМЕНТ</h3>
+      <div class="format-btns">
+        <button class="format-btn" onclick="generateDoc('docx')">
+          <span class="format-dot dot-word"></span> Word (.docx)
+        </button>
+        <button class="format-btn" onclick="generateDoc('html')">
+          <span class="format-dot dot-html"></span> HTML файл
+        </button>
+        <button class="format-btn" onclick="generateDoc('pdf')">
+          <span class="format-dot dot-pdf"></span> PDF
+        </button>
+      </div>
+      <div style="margin-top:20px;font-size:11px;color:var(--muted);line-height:1.7">
+        Подреди секциите с drag &amp; drop преди генериране.
+        <br><br>
+        За Word и PDF е нужен Python backend — засега се генерира HTML.
+      </div>
+    </div>
+  </div>
+</div>
+
+<!-- Save panel -->
+<div id="save-panel">
+  <span id="save-count">0 промени</span>
+  <button class="btn-success" onclick="saveChanges()">Запази в JSON</button>
+  <button class="btn-ghost" onclick="discardChanges()">Отхвърли</button>
+</div>
+
+<div id="toast"></div>
+
+<script>
+const ALL = {data_json};
+const changes = {{}};  // code -> new keywords
+const selected = new Set();  // codes selected for generator
+let genOrder = [];
+
+// ── Init ──────────────────────────────
+document.getElementById('total-count').textContent = ALL.length + ' секции';
+renderEditor(ALL);
+doSearch();
+renderGenerator();
+
+// ── Tabs ──────────────────────────────
+function switchTab(name) {{
+  const order = {tab_index_list};
+  document.querySelectorAll('.tab').forEach((t,i) => t.classList.toggle('active', order[i] === name));
+  document.querySelectorAll('.panel').forEach(p => p.classList.remove('active'));
+  document.getElementById('tab-' + name).classList.add('active');
+  if (name === 'generator') renderGenerator();
+}}
+
+// ── EDITOR ────────────────────────────
+function renderEditor(rows) {{
+  const tbody = document.getElementById('editor-body');
+  tbody.innerHTML = rows.map(r => `
+    <tr>
+      <td><span class="code-badge">${{r.code}}</span></td>
+      <td class="title-cell">${{esc(r.title)}}</td>
+      <td>
+        <div class="kw-cell">
+          <div class="kw-tags" id="tags-${{r.code}}">
+            ${{(r.keywords||'').split(',').filter(k=>k.trim()).map(k=>`<span class="tag">${{esc(k.trim())}}</span>`).join('')}}
+          </div>
+          <div class="kw-edit-row">
+            <input class="kw-input" data-code="${{r.code}}" value="${{esc(r.keywords||'')}}"
+              placeholder="ключови думи, разделени със запетая"
+              oninput="onKwChange(this)"
+              onkeydown="if(event.key==='Enter'){{saveOne(this);event.preventDefault();}}">
+            <button class="save-btn" id="sb-${{r.code}}"
+              onclick="saveOne(document.querySelector(\`[data-code='${{r.code}}']\`))">✓ Запази</button>
+          </div>
+        </div>
+      </td>
+      <td><span class="src-file" title="${{esc(r.source_file)}}">${{esc(shortPath(r.source_file))}}</span></td>
+      <td style="font-size:11px;color:var(--muted);font-family:var(--mono);white-space:nowrap">${{r.updated_at}}</td>
+    </tr>
+  `).join('');
+  document.getElementById('editor-stats').textContent = rows.length + ' реда';
+}}
+
+function filterEditor() {{
+  const q = document.getElementById('editor-search').value.toLowerCase();
+  const filtered = q ? ALL.filter(r =>
+    (r.code||'').toLowerCase().includes(q) ||
+    (r.title||'').toLowerCase().includes(q) ||
+    (r.keywords||'').toLowerCase().includes(q) ||
+    (r.source_file||'').toLowerCase().includes(q)
+  ) : ALL;
+  renderEditor(filtered);
+}}
+
+function onKwChange(inp) {{
+  const code = inp.dataset.code;
+  changes[code] = inp.value;
+  inp.classList.add('changed');
+  document.getElementById('sb-' + code).classList.add('visible');
+  updateSavePanel();
+  // live preview of tags
+  const tagsHost = document.getElementById('tags-' + code);
+  if (tagsHost) {{
+    tagsHost.innerHTML = inp.value.split(',')
+      .filter(k => k.trim())
+      .map(k => `<span class="tag">${{esc(k.trim())}}</span>`)
+      .join('');
+  }}
+}}
+
+function saveOne(inp) {{
+  const code = inp.dataset.code;
+  changes[code] = inp.value;
+  inp.classList.remove('changed');
+  const btn = document.getElementById('sb-' + code);
+  if (btn) {{ btn.classList.remove('visible'); }}
+  const row = ALL.find(r => r.code === code);
+  if (row) row.keywords = inp.value;
+  updateSavePanel();
+  toast('Маркирано — натисни "Запази в JSON" долу за да приложиш в БД');
+}}
+
+// ── SEARCH ────────────────────────────
+function tokenizeQuery(q) {{
+  const tokens = [];
+  const re = /"([^"]+)"|(\S+)/g;
+  let m;
+  while ((m = re.exec(q)) !== null) {{
+    const t = (m[1] || m[2] || '').toLowerCase();
+    if (t) tokens.push(t);
+  }}
+  return tokens;
+}}
+
+function doSearch() {{
+  const q = document.getElementById('search-input').value.trim().toLowerCase();
+  const tokens = q ? tokenizeQuery(q) : [];
+  const results = tokens.length === 0 ? ALL : ALL.filter(r => {{
+    const hay = ((r.keywords||'') + ' ' + (r.title||'') + ' ' + (r.text||'')).toLowerCase();
+    return tokens.every(t => hay.includes(t));
+  }});
+  document.getElementById('search-stats').textContent =
+    results.length + ' резултата' + (tokens.length > 1 ? ' (за ' + tokens.length + ' термина)' : '');
+  document.getElementById('search-results').innerHTML = results.map(r => `
+    <div class="card ${{selected.has(r.code)?'selected':''}}" onclick="toggleSelect('${{r.code}}', this)">
+      <div class="card-header">
+        <div>
+          <div class="code-badge" style="margin-bottom:6px">${{r.code}}</div>
+          <div class="card-title">${{esc(r.title)}}</div>
+        </div>
+        <div class="check-icon"></div>
+      </div>
+      <div class="card-tags">
+        ${{(r.keywords||'').split(',').filter(k=>k.trim()).map(k=>`<span class="tag">${{esc(k.trim())}}</span>`).join('')}}
+      </div>
+      <div class="card-text">${{r.text_html || esc(r.text||'(няма preview)')}}</div>
+      <div class="card-footer">${{esc(shortPath(r.source_file))}} &nbsp;·&nbsp; ${{r.char_count}} знака</div>
+    </div>
+  `).join('');
+}}
+
+function toggleSelect(code, el) {{
+  if (selected.has(code)) {{
+    selected.delete(code);
+    el.classList.remove('selected');
+    genOrder = genOrder.filter(c => c !== code);
+  }} else {{
+    selected.add(code);
+    el.classList.add('selected');
+    genOrder.push(code);
+  }}
+}}
+
+function addSelectedToGenerator() {{
+  if (selected.size === 0) {{ toast('Избери поне една секция'); return; }}
+  switchTab('generator');
+}}
+
+// ── GENERATOR ─────────────────────────
+function renderGenerator() {{
+  const list = document.getElementById('selected-list');
+  const stats = document.getElementById('gen-stats');
+  if (genOrder.length === 0) {{
+    list.innerHTML = '<div class="empty-state"><div class="big">⬡</div><div>Избери секции от таб Търсене</div></div>';
+    stats.textContent = 'Няма избрани секции';
+    return;
+  }}
+  stats.textContent = genOrder.length + ' секции избрани';
+  list.innerHTML = genOrder.map((code, idx) => {{
+    const r = ALL.find(x => x.code === code);
+    if (!r) return '';
+    return `
+      <div class="sel-item" draggable="true" data-idx="${{idx}}"
+           ondragstart="dragStart(event,${{idx}})"
+           ondragover="dragOver(event,${{idx}})"
+           ondrop="dragDrop(event,${{idx}})"
+           ondragleave="this.classList.remove('drag-over')">
+        <span class="drag-handle">⠿</span>
+        <div class="sel-item-info">
+          <div class="sel-item-title">${{esc(r.title)}}</div>
+          <div class="sel-item-code">${{code}}</div>
+        </div>
+        <button class="remove-btn" onclick="removeFromGen('${{code}}')">✕</button>
+      </div>`;
+  }}).join('');
+}}
+
+function removeFromGen(code) {{
+  selected.delete(code);
+  genOrder = genOrder.filter(c => c !== code);
+  renderGenerator();
+}}
+
+function clearGenerator() {{
+  selected.clear();
+  genOrder = [];
+  renderGenerator();
+}}
+
+// Drag & drop
+let dragIdx = null;
+function dragStart(e, idx) {{ dragIdx = idx; e.dataTransfer.effectAllowed = 'move'; }}
+function dragOver(e, idx)  {{ e.preventDefault(); e.currentTarget.classList.add('drag-over'); }}
+function dragDrop(e, idx)  {{
+  e.preventDefault();
+  e.currentTarget.classList.remove('drag-over');
+  if (dragIdx === null || dragIdx === idx) return;
+  const moved = genOrder.splice(dragIdx, 1)[0];
+  genOrder.splice(idx, 0, moved);
+  dragIdx = null;
+  renderGenerator();
+}}
+
+// ── GENERATE DOC ──────────────────────
+function generateDoc(fmt) {{
+  if (genOrder.length === 0) {{ toast('Избери секции първо'); return; }}
+  const sections = genOrder.map(code => ALL.find(r => r.code === code)).filter(Boolean);
+
+  if (fmt === 'html') {{
+    const html = buildHtmlDoc(sections);
+    const blob = new Blob([html], {{type: 'text/html;charset=utf-8'}});
+    const url  = URL.createObjectURL(blob);
+    const win  = window.open(url, '_blank');
+    if (!win) {{
+      toast('Браузърът блокира new tab — позволи pop-ups за този файл');
+      download('help_document.html', html, 'text/html');
+    }} else {{
+      toast('HTML документът е отворен в нов tab');
+    }}
+    return;
+  }}
+  toast('За Word и PDF е нужен Python backend — ще го добавим след това');
+}}
+
+function buildHtmlDoc(sections) {{
+  const body = sections.map(s => `
+    <section>
+      <h2>${{esc(s.title)}}</h2>
+      <p class="meta">${{esc(s.code)}} &nbsp;·&nbsp; ${{esc(s.keywords||'')}}</p>
+      <div class="content">${{s.text_html_embed || s.text_html || esc(s.text||'').replace(/\\n/g,'<br>')}}</div>
+    </section>
+  `).join('<hr>');
+  return `<!DOCTYPE html><html lang="bg"><head><meta charset="UTF-8">
+<title>Help документ</title>
+<style>
+  body{{font-family:Georgia,serif;max-width:860px;margin:40px auto;padding:0 20px;color:#222;line-height:1.7}}
+  h1{{font-size:24px;border-bottom:2px solid #333;padding-bottom:10px}}
+  h2{{font-size:18px;margin-top:0;color:#1a1a2e}}
+  .meta{{font-size:11px;color:#888;font-family:monospace;margin-bottom:12px}}
+  .content{{font-size:14px}}
+  hr{{border:none;border-top:1px solid #e0e0e0;margin:32px 0}}
+  section{{margin-bottom:8px}}
+</style></head><body>
+<h1>Help документ</h1>
+<p style="font-size:12px;color:#888">Генериран: ${{new Date().toLocaleString('bg-BG')}}</p>
+<hr>
+${{body}}
+</body></html>`;
+}}
+
+// ── SAVE CHANGES ──────────────────────
+function updateSavePanel() {{
+  const n = Object.keys(changes).length;
+  const panel = document.getElementById('save-panel');
+  document.getElementById('save-count').textContent = n + ' промени';
+  panel.classList.toggle('show', n > 0);
+}}
+
+function saveChanges() {{
+  const data = Object.entries(changes).map(([code, keywords]) => ({{code, keywords}}));
+  const json = JSON.stringify(data, null, 2);
+  download('keywords_changes.json', json, 'application/json');
+  toast('JSON файлът е свален — пусни save_keywords.py за да запишеш в БД');
+  Object.keys(changes).forEach(k => delete changes[k]);
+  updateSavePanel();
+}}
+
+function discardChanges() {{
+  Object.keys(changes).forEach(k => delete changes[k]);
+  document.querySelectorAll('.save-btn').forEach(b => b.classList.remove('visible'));
+  updateSavePanel();
+  toast('Промените са отхвърлени');
+}}
+
+// ── UTILS ─────────────────────────────
+function esc(s) {{
+  return String(s||'').replace(/&/g,'&amp;').replace(/</g,'&lt;').replace(/>/g,'&gt;').replace(/"/g,'&quot;');
+}}
+
+function shortPath(p) {{
+  if (!p) return '';
+  const parts = p.replace(/\\\\/g,'/').split('/');
+  return parts.slice(-2).join('/');
+}}
+
+function toast(msg) {{
+  const el = document.getElementById('toast');
+  el.textContent = msg;
+  el.classList.add('show');
+  setTimeout(() => el.classList.remove('show'), 3000);
+}}
+
+function download(filename, content, mime) {{
+  const a = document.createElement('a');
+  a.href = URL.createObjectURL(new Blob([content], {{type: mime}}));
+  a.download = filename;
+  a.click();
+}}
+</script>
+</body>
+</html>"""
+
+
+if __name__ == "__main__":
+    ap = argparse.ArgumentParser(description="Генерира help_viewer.html от БД")
+    ap.add_argument(
+        "--prefix",
+        default=os.getenv("HELP_PREFIX"),
+        help="Филтрира viewer-а по prefix (например 'HLP', 'PROJ_X'). "
+             "Ако липсва, показва всички префикси."
+    )
+    ap.add_argument(
+        "--out",
+        default=str(OUT_HTML),
+        help=f"Изходен HTML път (default: {OUT_HTML.name})."
+    )
+    ap.add_argument(
+        "--home",
+        default=None,
+        help="Път към изображение, което да се покаже като Home таб (пръв). "
+             "Ако липсва — няма Home таб (трите стандартни таба остават)."
+    )
+    args = ap.parse_args()
+
+    print("Четем от базата данни...")
+    if args.prefix:
+        print(f"  Филтър по prefix: {args.prefix}")
+    if args.home:
+        print(f"  Home image: {args.home}")
+    try:
+        sections = fetch_sections(prefix=args.prefix)
+    except Exception as e:
+        sys.exit(f"Грешка при свързване с БД: {e}")
+
+    print(f"Намерени {len(sections)} секции.")
+    html = build_html(sections, home_image=args.home)
+    out_path = Path(args.out)
+    out_path.write_text(html, encoding="utf-8")
+    print(f"Генериран: {out_path}")
+
+    import webbrowser
+    webbrowser.open(out_path.as_uri())
+    print("Отворен в браузъра.")
diff --git a/help_processor.py b/help_processor.py
new file mode 100644
index 0000000..eff3f1d
--- /dev/null
+++ b/help_processor.py
@@ -0,0 +1,1162 @@
+"""
+help_processor.py
+=================
+Обработва help-файлове (.doc, .docx, .html, .htm, .txt, .pdf),
+декомпозира ги на смислови секции, извлича ключови думи чрез Anthropic API
+и записва резултатите в SQL Server + изходна директория.
+
+Поддържа инкрементална обработка: файлове, чийто hash не се е променил,
+се прескачат при повторно пускане.
+
+Изисквания (pip install):
+    pip install anthropic pyodbc python-docx beautifulsoup4 lxml
+    pip install pdfplumber striprtf chardet
+    pip install pywin32           # за MS Word fallback на Windows
+
+За .doc (стар формат) е необходим един от:
+    - LibreOffice (soffice в PATH) — кросплатформено
+    - MS Word — Windows, чрез pywin32 COM (автоматичен fallback)
+    - antiword — Linux (apt install antiword)
+"""
+
+import os
+import re
+import sys
+import json
+import hashlib
+import logging
+import argparse
+import subprocess
+import tempfile
+from pathlib import Path
+from datetime import datetime
+from dataclasses import dataclass, field
+from typing import Optional
+
+import pyodbc
+import anthropic
+from docx import Document
+from bs4 import BeautifulSoup
+
+try:
+    import pdfplumber
+    HAS_PDF = True
+except ImportError:
+    HAS_PDF = False
+
+try:
+    from PIL import Image
+    HAS_PIL = True
+except ImportError:
+    HAS_PIL = False
+
+# ──────────────────────────────────────────────
+# Конфигурация
+# ──────────────────────────────────────────────
+
+# На Windows конзолата често е cp1251 → пренастройваме stdout на utf-8
+try:
+    sys.stdout.reconfigure(encoding="utf-8", errors="replace")
+    sys.stderr.reconfigure(encoding="utf-8", errors="replace")
+except AttributeError:
+    pass
+
+logging.basicConfig(
+    level=logging.INFO,
+    format="%(asctime)s  %(levelname)-8s  %(message)s",
+    handlers=[
+        logging.StreamHandler(sys.stdout),
+        logging.FileHandler("help_processor.log", encoding="utf-8"),
+    ],
+)
+log = logging.getLogger(__name__)
+
+MIN_SECTION_TOKENS = 60        # секции под тази граница се сливат с предишната
+MAX_AI_CHARS      = 4000       # максимален текст, изпращан към Claude за класификация
+AI_MODEL          = "claude-sonnet-4-6"
+MIN_IMAGE_PX      = 50         # картинки под NxN px се пропускат (иконки/булети)
+
+
+# ──────────────────────────────────────────────
+# Изображения — помощни
+# ──────────────────────────────────────────────
+
+@dataclass
+class ImageRef:
+    placeholder: str        # вътрешен ID в текста, напр. "img_01"
+    data: bytes
+    ext: str                # "png", "jpg", "gif"...
+
+
+def _img_dimensions(data: bytes) -> Optional[tuple[int, int]]:
+    if not HAS_PIL:
+        return None
+    try:
+        from io import BytesIO
+        with Image.open(BytesIO(data)) as im:
+            return im.size
+    except Exception:
+        return None
+
+
+def _should_keep_image(data: bytes) -> bool:
+    """Връща False за дребни иконки/булети под MIN_IMAGE_PX × MIN_IMAGE_PX."""
+    if not data:
+        return False
+    dims = _img_dimensions(data)
+    if dims is None:
+        # Не можем да преценим — пазим по подразбиране
+        return True
+    w, h = dims
+    return w >= MIN_IMAGE_PX and h >= MIN_IMAGE_PX
+
+
+def _ext_from_content_type(ct: str) -> str:
+    ct = (ct or "").lower()
+    if "png"  in ct: return "png"
+    if "jpeg" in ct or "jpg" in ct: return "jpg"
+    if "gif"  in ct: return "gif"
+    if "bmp"  in ct: return "bmp"
+    if "svg"  in ct: return "svg"
+    if "webp" in ct: return "webp"
+    return "png"
+
+
+_IMG_PLACEHOLDER_RE = re.compile(r"\[IMG:\s*([A-Za-z0-9_./\\-]+)\s*\]")
+
+
+# ──────────────────────────────────────────────
+# Структури
+# ──────────────────────────────────────────────
+
+@dataclass
+class Section:
+    title: str
+    text: str
+    level: int = 1          # 1=H1, 2=H2, 3=H3, 0=без заглавие
+    images: list = field(default_factory=list)   # list[ImageRef]
+    html_text: Optional[str] = None              # rich HTML с [IMG: ...] placeholders
+
+
+@dataclass
+class ProcessedSection:
+    code: str               # DOC_003_SEC_012
+    source_file: str
+    title: str
+    keywords: str           # "кл1, кл2, кл3"
+    text: str
+    images_json: str = "[]"        # JSON масив с относителни пътища
+    html_text: str   = ""          # rich HTML (само за HTML-source файлове)
+    char_count: int = 0
+
+    def __post_init__(self):
+        self.char_count = len(self.text)
+
+
+# ──────────────────────────────────────────────
+# База данни
+# ──────────────────────────────────────────────
+
+def _ensure_trust_server_certificate(conn_str: str) -> str:
+    """Добавя TrustServerCertificate=yes към connection string ако липсва."""
+    if not conn_str:
+        return conn_str
+    if re.search(r"TrustServerCertificate\s*=", conn_str, re.IGNORECASE):
+        return conn_str
+    sep = "" if conn_str.rstrip().endswith(";") else ";"
+    return f"{conn_str}{sep}TrustServerCertificate=yes;"
+
+
+class Database:
+    def __init__(self, conn_str: str):
+        self.conn_str = _ensure_trust_server_certificate(conn_str)
+        self.conn = pyodbc.connect(self.conn_str, autocommit=False)
+        self._ensure_schema()
+
+    def _ensure_schema(self):
+        """Създава таблиците ако не съществуват."""
+        cur = self.conn.cursor()
+        cur.execute("""
+        IF NOT EXISTS (SELECT 1 FROM sys.tables WHERE name='RIP_help_files')
+        CREATE TABLE RIP_help_files (
+            id            INT IDENTITY PRIMARY KEY,
+            prefix        NVARCHAR(50)   NOT NULL DEFAULT 'HLP',
+            file_path     NVARCHAR(1000) NOT NULL,
+            file_hash     CHAR(64)       NOT NULL,
+            processed_at  DATETIME2      NOT NULL DEFAULT GETDATE(),
+            section_count INT            NOT NULL DEFAULT 0,
+            CONSTRAINT UQ_RIP_help_files_prefix_path UNIQUE (prefix, file_path)
+        )""")
+        # Migrate: добавяме колонка prefix ако таблицата е по-стара версия
+        cur.execute("""
+        IF NOT EXISTS (
+            SELECT 1 FROM sys.columns
+            WHERE object_id=OBJECT_ID('RIP_help_files') AND name='prefix'
+        )
+        BEGIN
+            ALTER TABLE RIP_help_files ADD prefix NVARCHAR(50) NOT NULL
+                CONSTRAINT DF_RIP_help_files_prefix DEFAULT 'HLP' WITH VALUES;
+        END
+        """)
+        # Migrate: ако има стара UNIQUE на file_path сама (без prefix), сваляме я
+        cur.execute("""
+        DECLARE @c NVARCHAR(200);
+        SELECT @c = i.name FROM sys.indexes i
+        WHERE i.object_id=OBJECT_ID('RIP_help_files')
+          AND i.is_unique=1
+          AND i.name <> 'UQ_RIP_help_files_prefix_path'
+          AND i.name NOT LIKE 'PK_%'
+          AND (SELECT COUNT(*) FROM sys.index_columns ic
+               WHERE ic.object_id=i.object_id AND ic.index_id=i.index_id) = 1;
+        IF @c IS NOT NULL EXEC('ALTER TABLE RIP_help_files DROP CONSTRAINT [' + @c + ']');
+        """)
+        # Migrate: създаваме новата composite UNIQUE ако липсва
+        cur.execute("""
+        IF NOT EXISTS (
+            SELECT 1 FROM sys.indexes
+            WHERE name='UQ_RIP_help_files_prefix_path'
+              AND object_id=OBJECT_ID('RIP_help_files')
+        )
+        ALTER TABLE RIP_help_files
+            ADD CONSTRAINT UQ_RIP_help_files_prefix_path UNIQUE (prefix, file_path)
+        """)
+        cur.execute("""
+        IF NOT EXISTS (SELECT 1 FROM sys.tables WHERE name='RIP_help_sections')
+        CREATE TABLE RIP_help_sections (
+            id           INT IDENTITY PRIMARY KEY,
+            prefix       NVARCHAR(50)   NOT NULL DEFAULT 'HLP',
+            code         NVARCHAR(80)   NOT NULL UNIQUE,
+            source_file  NVARCHAR(1000) NOT NULL,
+            title        NVARCHAR(500),
+            keywords     NVARCHAR(300),
+            char_count   INT,
+            output_path  NVARCHAR(1000),
+            images       NVARCHAR(MAX),
+            created_at   DATETIME2      NOT NULL DEFAULT GETDATE(),
+            updated_at   DATETIME2      NOT NULL DEFAULT GETDATE()
+        )""")
+        # Migrate: добавяме колонка prefix ако таблицата е по-стара версия
+        cur.execute("""
+        IF NOT EXISTS (
+            SELECT 1 FROM sys.columns
+            WHERE object_id=OBJECT_ID('RIP_help_sections') AND name='prefix'
+        )
+        ALTER TABLE RIP_help_sections ADD prefix NVARCHAR(50) NOT NULL
+            CONSTRAINT DF_RIP_help_sections_prefix DEFAULT 'HLP' WITH VALUES
+        """)
+        # Migrate: добавяме колонка 'images' ако таблицата е създадена по-стара версия
+        cur.execute("""
+        IF NOT EXISTS (
+            SELECT 1 FROM sys.columns
+            WHERE object_id=OBJECT_ID('RIP_help_sections') AND name='images'
+        )
+        ALTER TABLE RIP_help_sections ADD images NVARCHAR(MAX) NULL
+        """)
+        # Migrate: добавяме колонка 'html_text' (rich HTML с форматиране)
+        cur.execute("""
+        IF NOT EXISTS (
+            SELECT 1 FROM sys.columns
+            WHERE object_id=OBJECT_ID('RIP_help_sections') AND name='html_text'
+        )
+        ALTER TABLE RIP_help_sections ADD html_text NVARCHAR(MAX) NULL
+        """)
+        # Индекси за търсене по ключови думи и заглавие
+        cur.execute("""
+        IF NOT EXISTS (
+            SELECT 1 FROM sys.indexes
+            WHERE name='IX_RIP_help_sections_keywords' AND object_id=OBJECT_ID('RIP_help_sections')
+        )
+        CREATE INDEX IX_RIP_help_sections_keywords ON RIP_help_sections(keywords)
+        """)
+        self.conn.commit()
+        log.info("Схемата е проверена / създадена.")
+
+    def get_file_hash(self, prefix: str, file_path: str) -> Optional[str]:
+        cur = self.conn.cursor()
+        cur.execute(
+            "SELECT file_hash FROM RIP_help_files WHERE prefix=? AND file_path=?",
+            prefix, file_path
+        )
+        row = cur.fetchone()
+        return row[0] if row else None
+
+    def upsert_file(self, prefix: str, file_path: str, file_hash: str, section_count: int):
+        cur = self.conn.cursor()
+        cur.execute("""
+        MERGE RIP_help_files AS t
+        USING (SELECT ? AS prefix, ? AS file_path, ? AS file_hash, ? AS section_count) AS s
+            ON t.prefix = s.prefix AND t.file_path = s.file_path
+        WHEN MATCHED THEN
+            UPDATE SET file_hash=s.file_hash, section_count=s.section_count,
+                       processed_at=GETDATE()
+        WHEN NOT MATCHED THEN
+            INSERT (prefix, file_path, file_hash, section_count)
+            VALUES (s.prefix, s.file_path, s.file_hash, s.section_count);
+        """, prefix, file_path, file_hash, section_count)
+        self.conn.commit()
+
+    def delete_sections_for_file(self, prefix: str, file_path: str):
+        cur = self.conn.cursor()
+        cur.execute(
+            "DELETE FROM RIP_help_sections WHERE prefix=? AND source_file=?",
+            prefix, file_path
+        )
+        self.conn.commit()
+
+    def all_source_files(self, prefix: str) -> list[str]:
+        """Връща всички source_file пътища за даден префикс."""
+        cur = self.conn.cursor()
+        cur.execute("""
+            SELECT file_path FROM RIP_help_files    WHERE prefix=?
+            UNION
+            SELECT source_file FROM RIP_help_sections WHERE prefix=?
+        """, prefix, prefix)
+        return [r[0] for r in cur.fetchall()]
+
+    def section_output_paths_for(self, prefix: str, source_files: list[str]) -> list[str]:
+        if not source_files:
+            return []
+        cur = self.conn.cursor()
+        placeholders = ",".join("?" for _ in source_files)
+        cur.execute(
+            f"SELECT output_path FROM RIP_help_sections "
+            f"WHERE prefix=? AND source_file IN ({placeholders})",
+            prefix, *source_files
+        )
+        return [r[0] for r in cur.fetchall() if r[0]]
+
+    def purge_sources(self, prefix: str, source_files: list[str]) -> int:
+        if not source_files:
+            return 0
+        cur = self.conn.cursor()
+        placeholders = ",".join("?" for _ in source_files)
+        cur.execute(
+            f"DELETE FROM RIP_help_sections "
+            f"WHERE prefix=? AND source_file IN ({placeholders})",
+            prefix, *source_files
+        )
+        sec_deleted = cur.rowcount
+        cur.execute(
+            f"DELETE FROM RIP_help_files "
+            f"WHERE prefix=? AND file_path IN ({placeholders})",
+            prefix, *source_files
+        )
+        self.conn.commit()
+        return sec_deleted
+
+    def insert_section(self, prefix: str, ps: ProcessedSection, output_path: str):
+        cur = self.conn.cursor()
+        cur.execute("""
+        MERGE RIP_help_sections AS t
+        USING (SELECT ? AS code) AS s ON t.code = s.code
+        WHEN MATCHED THEN
+            UPDATE SET prefix=?, source_file=?, title=?, keywords=?,
+                       char_count=?, output_path=?, images=?, html_text=?,
+                       updated_at=GETDATE()
+        WHEN NOT MATCHED THEN
+            INSERT (prefix, code, source_file, title, keywords, char_count, output_path,
+                    images, html_text)
+            VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?);
+        """,
+        ps.code,                                                                # USING
+        prefix, ps.source_file, ps.title, ps.keywords,                          # UPDATE SET
+        ps.char_count, output_path, ps.images_json, ps.html_text,
+        prefix, ps.code, ps.source_file, ps.title, ps.keywords,                 # INSERT
+        ps.char_count, output_path, ps.images_json, ps.html_text)
+        self.conn.commit()
+
+    def close(self):
+        self.conn.close()
+
+
+# ──────────────────────────────────────────────
+# Парсъри
+# ──────────────────────────────────────────────
+
+def file_hash(path: Path) -> str:
+    h = hashlib.sha256()
+    with open(path, "rb") as f:
+        for chunk in iter(lambda: f.read(65536), b""):
+            h.update(chunk)
+    return h.hexdigest()
+
+
+def _load_html_image(src: str, base_dir: Path) -> Optional[tuple[bytes, str]]:
+    """Връща (data, ext) или None. Пропуска HTTP/HTTPS."""
+    if not src:
+        return None
+    s = src.strip()
+    if s.startswith("data:"):
+        # data:image/png;base64,XXXX
+        m = re.match(r"data:([^;]+);base64,(.+)$", s, re.DOTALL)
+        if not m:
+            return None
+        import base64
+        try:
+            data = base64.b64decode(m.group(2))
+        except Exception:
+            return None
+        return data, _ext_from_content_type(m.group(1))
+    if s.startswith(("http://", "https://")):
+        return None      # по правило пропускаме мрежови картинки
+    # локален път, относителен или абсолютен
+    p = (base_dir / s).resolve() if not Path(s).is_absolute() else Path(s)
+    try:
+        if p.is_file():
+            data = p.read_bytes()
+            ext  = p.suffix.lstrip(".").lower() or "png"
+            return data, ext
+    except Exception:
+        return None
+    return None
+
+
+def _detect_html_encoding(raw: bytes) -> str:
+    """Връща име на encoding: BOM → chardet → fallback (utf-8 ако ASCII, иначе windows-1251)."""
+    # BOM-и
+    if raw.startswith(b"\xef\xbb\xbf"):
+        return "utf-8"
+    if raw.startswith((b"\xff\xfe", b"\xfe\xff")):
+        return "utf-16"
+    # chardet
+    try:
+        import chardet
+        det = chardet.detect(raw[:65536]) or {}
+        enc = (det.get("encoding") or "").lower()
+        conf = det.get("confidence", 0) or 0
+        if enc and conf >= 0.6:
+            # нормализиране на често срещани имена
+            if enc in ("cp1251", "ms-cyrl", "windows-1251"):
+                return "windows-1251"
+            if enc.startswith("utf"):
+                return enc
+            return enc
+    except Exception:
+        pass
+    # fallback: ако байтовете изглеждат "над 127" (т.е. има не-ASCII), приемаме CP1251
+    if any(b > 127 for b in raw[:8192]):
+        return "windows-1251"
+    return "utf-8"
+
+
+_HTML_BLOCK_TAGS  = ["h1", "h2", "h3", "h4", "h5", "h6",
+                     "p", "ul", "ol", "table", "dl", "pre",
+                     "blockquote", "figure", "hr"]
+_HTML_DROP_ATTRS  = ("class", "style", "id", "lang", "dir", "align",
+                     "valign", "width", "height", "bgcolor", "border")
+
+
+def _strip_attrs(el):
+    """Премахва decorative атрибути (class, style, on*, data-*)."""
+    for t in el.find_all(True):
+        for a in list(t.attrs):
+            if a in _HTML_DROP_ATTRS or a.startswith("on") or a.startswith("data-"):
+                del t[a]
+
+
+def _swap_imgs_in_block(el, base_dir: Path, sec_images: list, img_counter: list) -> None:
+    """Намира всички <img> в подадения елемент, извлича данните и подменя с
+    NavigableString placeholder ([IMG: img_NN])."""
+    from bs4 import NavigableString
+    for img in el.find_all("img"):
+        src = img.get("src") or img.get("data-src") or ""
+        loaded = _load_html_image(src, base_dir)
+        if not loaded:
+            img.decompose()
+            continue
+        data, ext = loaded
+        if not _should_keep_image(data):
+            img.decompose()
+            continue
+        img_counter[0] += 1
+        ref = ImageRef(placeholder=f"img_{img_counter[0]:02d}", data=data, ext=ext)
+        sec_images.append(ref)
+        img.replace_with(NavigableString(f"[IMG: {ref.placeholder}]"))
+
+
+def parse_html(path: Path) -> list[Section]:
+    raw = path.read_bytes()
+    enc = _detect_html_encoding(raw)
+    log.debug(f"    {path.name} encoding: {enc}")
+    try:
+        soup = BeautifulSoup(raw, "lxml", from_encoding=enc)
+    except Exception:
+        soup = BeautifulSoup(raw, "lxml")
+
+    # Премахваме скриптове и стилове
+    for tag in soup(["script", "style", "nav", "footer", "header", "noscript"]):
+        tag.decompose()
+
+    base_dir = path.parent
+    body     = soup.body or soup
+
+    heading_map = {"h1": 1, "h2": 2, "h3": 3, "h4": 3, "h5": 3, "h6": 3}
+
+    # Събираме top-level блокови елементи (без да включваме вложените в тях)
+    consumed = set()
+    blocks   = []
+    for el in body.find_all(_HTML_BLOCK_TAGS + ["img"]):
+        if any(id(par) in consumed for par in el.parents):
+            continue
+        consumed.add(id(el))
+        blocks.append(el)
+
+    sections: list[Section]   = []
+    current_title             = ""
+    current_level             = 1
+    sec_text:  list[str]      = []
+    sec_html:  list[str]      = []
+    sec_images: list[ImageRef] = []
+    img_counter = [0]
+
+    def flush():
+        if sec_text or sec_html or sec_images:
+            sec = Section(current_title, "\n".join(sec_text), current_level)
+            sec.images    = list(sec_images)
+            sec.html_text = "\n".join(sec_html) if sec_html else None
+            sections.append(sec)
+
+    for el in blocks:
+        if el.name in heading_map:
+            txt = el.get_text(" ", strip=True)
+            if not txt:
+                continue
+            flush()
+            current_title = txt
+            current_level = heading_map[el.name]
+            sec_text, sec_html, sec_images = [], [], []
+            continue
+
+        if el.name == "img":
+            # самостоятелен <img> (не вътре в блок)
+            _swap_imgs_in_block(el.parent if el.parent and el.parent.name else el,
+                                base_dir, sec_images, img_counter)
+            # ако е заменен с placeholder, добавяме като текст
+            txt = el.get_text(" ", strip=True) if el.name else ""
+            if txt:
+                sec_text.append(txt)
+                sec_html.append(f"<p>{txt}</p>")
+            continue
+
+        _swap_imgs_in_block(el, base_dir, sec_images, img_counter)
+        _strip_attrs(el)
+        txt = el.get_text(" ", strip=True)
+        if txt:
+            sec_text.append(txt)
+        try:
+            sec_html.append(str(el))
+        except Exception:
+            pass
+
+    flush()
+
+    if not sections:
+        plain = body.get_text(" ", strip=True)
+        return [Section("", plain, 0)]
+    return sections
+
+
+def _extract_docx_paragraph_images(para, doc) -> list[ImageRef]:
+    """Намира drawing-и в параграф; връща ImageRef-и за филтрираните по размер."""
+    from docx.oxml.ns import qn
+    imgs: list[ImageRef] = []
+    try:
+        blips = para._element.findall(".//" + qn("a:blip"))
+    except Exception:
+        return imgs
+
+    embed_attr = qn("r:embed")
+    for blip in blips:
+        rId = blip.get(embed_attr)
+        if not rId:
+            continue
+        try:
+            part = doc.part.related_parts[rId]
+            data = part.blob
+            ct   = getattr(part, "content_type", "") or ""
+        except Exception:
+            continue
+        if not _should_keep_image(data):
+            continue
+        ext = _ext_from_content_type(ct)
+        imgs.append(ImageRef(placeholder=f"__IMG_{len(imgs)+1}__", data=data, ext=ext))
+    return imgs
+
+
+def parse_docx(path: Path) -> list[Section]:
+    doc = Document(path)
+    sections: list[Section] = []
+    current_title, current_level = "", 1
+    buf: list[str] = []
+    sec_images: list[ImageRef] = []
+    img_counter = [0]   # списък за nonlocal-стил мутация
+
+    HEADING_STYLES = {"heading 1": 1, "heading 2": 2, "heading 3": 3,
+                      "title": 1, "subtitle": 2}
+
+    def flush():
+        if buf or sec_images:
+            sec = Section(current_title, "\n".join(buf), current_level)
+            sec.images = list(sec_images)
+            sections.append(sec)
+
+    for para in doc.paragraphs:
+        style_name = para.style.name.lower() if para.style else ""
+        text       = para.text.strip()
+        para_imgs  = _extract_docx_paragraph_images(para, doc)
+
+        if not text and not para_imgs:
+            continue
+
+        level = HEADING_STYLES.get(style_name)
+        is_bold_heading = bool(text and len(text) < 120 and not style_name.startswith("list")
+                               and para.runs
+                               and all(run.bold for run in para.runs if run.text.strip()))
+
+        if level or (is_bold_heading and not para_imgs):
+            flush()
+            buf, sec_images = [], []
+            current_title = text
+            current_level = level or 2
+            continue
+
+        if text:
+            buf.append(text)
+        for im in para_imgs:
+            img_counter[0] += 1
+            im.placeholder = f"img_{img_counter[0]:02d}"
+            sec_images.append(im)
+            buf.append(f"[IMG: {im.placeholder}]")
+
+    flush()
+
+    if not sections:
+        fallback_text = "\n".join(p.text for p in doc.paragraphs if p.text.strip())
+        return [Section("", fallback_text, 0)]
+    return sections
+
+
+def _convert_doc_with_libreoffice(path: Path, out_dir: Path) -> Optional[Path]:
+    try:
+        subprocess.run(
+            ["soffice", "--headless", "--convert-to", "docx",
+             "--outdir", str(out_dir), str(path)],
+            check=True, capture_output=True, timeout=60
+        )
+    except (subprocess.CalledProcessError, FileNotFoundError, subprocess.TimeoutExpired) as e:
+        log.debug(f"LibreOffice конверсия неуспешна: {e}")
+        return None
+    out = list(out_dir.glob("*.docx"))
+    return out[0] if out else None
+
+
+def _convert_doc_with_word(path: Path, out_dir: Path) -> Optional[Path]:
+    """Fallback: ползва MS Word през COM на Windows."""
+    try:
+        import win32com.client       # noqa: F401
+        import pythoncom
+    except ImportError:
+        log.debug("pywin32 не е инсталиран — MS Word fallback недостъпен.")
+        return None
+
+    import win32com.client as wcc
+    pythoncom.CoInitialize()
+    word = None
+    doc  = None
+    try:
+        word = wcc.DispatchEx("Word.Application")
+        word.Visible       = False
+        word.DisplayAlerts = False
+        doc = word.Documents.Open(str(path.resolve()), ReadOnly=True)
+        out_path = out_dir / (path.stem + ".docx")
+        # FileFormat=16 → wdFormatXMLDocument (.docx)
+        doc.SaveAs2(str(out_path.resolve()), FileFormat=16)
+        return out_path if out_path.exists() else None
+    except Exception as e:
+        log.debug(f"MS Word конверсия неуспешна: {e}")
+        return None
+    finally:
+        try:
+            if doc is not None:
+                doc.Close(SaveChanges=False)
+        except Exception:
+            pass
+        try:
+            if word is not None:
+                word.Quit()
+        except Exception:
+            pass
+        pythoncom.CoUninitialize()
+
+
+def parse_doc_old(path: Path) -> list[Section]:
+    """Конвертира стар .doc до .docx чрез LibreOffice или MS Word, после парси."""
+    with tempfile.TemporaryDirectory() as tmp:
+        tmp_dir = Path(tmp)
+
+        converted = _convert_doc_with_libreoffice(path, tmp_dir)
+        engine    = "LibreOffice"
+
+        if not converted:
+            converted = _convert_doc_with_word(path, tmp_dir)
+            engine    = "MS Word"
+
+        if not converted:
+            log.warning(
+                f"Нито LibreOffice, нито MS Word успяха да конвертират {path.name}. "
+                f"Пробваме като текст."
+            )
+            return parse_txt(path)
+
+        log.info(f"    {path.name} конвертиран чрез {engine}")
+        return parse_docx(converted)
+
+
+def _render_pdf_image(page, img_info, resolution: int = 150) -> Optional[bytes]:
+    """Кропва картинката от PDF страницата и я записва като PNG bytes."""
+    try:
+        x0 = float(img_info.get("x0", 0))
+        x1 = float(img_info.get("x1", 0))
+        top = float(img_info.get("top", img_info.get("y0", 0)))
+        bot = float(img_info.get("bottom", img_info.get("y1", 0)))
+        if x1 <= x0 or bot <= top:
+            return None
+        # ограничаваме до страницата (pdfplumber иначе хвърля)
+        x0 = max(0, x0); top = max(0, top)
+        x1 = min(page.width, x1); bot = min(page.height, bot)
+        if x1 - x0 < 1 or bot - top < 1:
+            return None
+        cropped = page.crop((x0, top, x1, bot))
+        pil = cropped.to_image(resolution=resolution).original
+        from io import BytesIO
+        buf = BytesIO()
+        pil.save(buf, format="PNG")
+        return buf.getvalue()
+    except Exception as e:
+        log.debug(f"PDF image render failed: {e}")
+        return None
+
+
+def parse_pdf(path: Path) -> list[Section]:
+    if not HAS_PDF:
+        log.warning("pdfplumber не е инсталиран. PDF се прескача.")
+        return []
+
+    sections: list[Section] = []
+    current_title = ""
+    buf: list[str]            = []
+    sec_images: list[ImageRef] = []
+    img_counter = [0]
+    prev_size = None
+
+    def flush():
+        if buf or sec_images:
+            sec = Section(current_title, "\n".join(buf), 2)
+            sec.images = list(sec_images)
+            sections.append(sec)
+
+    with pdfplumber.open(path) as pdf:
+        for page in pdf.pages:
+            # Картинките за страницата (сортирани по y отгоре надолу)
+            page_images = sorted(
+                page.images or [],
+                key=lambda im: float(im.get("top", im.get("y0", 0)))
+            )
+            img_queue = []
+            for im in page_images:
+                data = _render_pdf_image(page, im)
+                if not data or not _should_keep_image(data):
+                    continue
+                img_queue.append((float(im.get("top", 0)), data))
+
+            words = page.extract_words(extra_attrs=["size"])
+            line_buf, line_size = [], None
+
+            def emit_images_before(y: float):
+                while img_queue and img_queue[0][0] <= y:
+                    _, data = img_queue.pop(0)
+                    img_counter[0] += 1
+                    ref = ImageRef(placeholder=f"img_{img_counter[0]:02d}",
+                                   data=data, ext="png")
+                    sec_images.append(ref)
+                    buf.append(f"[IMG: {ref.placeholder}]")
+
+            for w in words:
+                sz = round(float(w.get("size", 10)), 1)
+                y  = float(w.get("top", 0))
+                if line_size is None:
+                    line_size = sz
+                if abs(sz - line_size) > 1:
+                    line_text = " ".join(line_buf).strip()
+                    if line_text:
+                        if line_size > (prev_size or 10) + 1 and len(line_text) < 150:
+                            flush()
+                            buf, sec_images = [], []
+                            current_title = line_text
+                        else:
+                            emit_images_before(y)
+                            buf.append(line_text)
+                    prev_size = line_size
+                    line_buf, line_size = [w["text"]], sz
+                else:
+                    line_buf.append(w["text"])
+
+            if line_buf:
+                emit_images_before(page.height)
+                buf.append(" ".join(line_buf))
+
+            # картинките след всичкия текст на страницата
+            emit_images_before(page.height + 1)
+
+    flush()
+
+    return sections or [Section("", "", 0)]
+
+
+def parse_txt(path: Path) -> list[Section]:
+    import chardet
+    raw = path.read_bytes()
+    enc = chardet.detect(raw)["encoding"] or "utf-8"
+    text = raw.decode(enc, errors="replace")
+    return [Section("", text, 0)]
+
+
+PARSERS = {
+    ".html": parse_html,
+    ".htm":  parse_html,
+    ".docx": parse_docx,
+    ".doc":  parse_doc_old,
+    ".txt":  parse_txt,
+    ".pdf":  parse_pdf,
+}
+
+
+# ──────────────────────────────────────────────
+# Сегментиране и почистване
+# ──────────────────────────────────────────────
+
+def merge_short_sections(sections: list[Section]) -> list[Section]:
+    """Слива секции, по-кратки от MIN_SECTION_TOKENS думи, с предишната."""
+    result: list[Section] = []
+    for sec in sections:
+        words = len(sec.text.split())
+        if result and words < MIN_SECTION_TOKENS:
+            prev = result[-1]
+            merged = Section(
+                prev.title,
+                prev.text + "\n" + sec.text,
+                prev.level,
+            )
+            merged.images = (prev.images or []) + (sec.images or [])
+            html_parts = [h for h in (prev.html_text, sec.html_text) if h]
+            merged.html_text = "\n".join(html_parts) if html_parts else None
+            result[-1] = merged
+        else:
+            result.append(sec)
+    return result
+
+
+def clean_text(text: str) -> str:
+    text = re.sub(r"\s+", " ", text)
+    text = re.sub(r" {2,}", " ", text)
+    return text.strip()
+
+
+# ──────────────────────────────────────────────
+# AI класификация
+# ──────────────────────────────────────────────
+
+def classify_section(client: anthropic.Anthropic, title: str, text: str) -> tuple[str, str]:
+    """Връща (наименование, 'кл1, кл2, кл3') чрез Claude."""
+    snippet = text[:MAX_AI_CHARS]
+    prompt = f"""Анализирай следната секция от help-документация и върни JSON обект с два ключа:
+- "title": кратко наименование на секцията (до 8 думи, на езика на текста)
+- "keywords": списък от до 5 ключови думи/фрази, разделени със запетая (на езика на текста)
+
+Съществуващо заглавие (може да е празно): {title!r}
+
+Текст:
+{snippet}
+
+Върни САМО валиден JSON без markdown, без коментари."""
+
+    msg = client.messages.create(
+        model=AI_MODEL,
+        max_tokens=200,
+        messages=[{"role": "user", "content": prompt}]
+    )
+    raw = msg.content[0].text.strip()
+    raw = re.sub(r"^```[a-z]*\n?", "", raw)
+    raw = re.sub(r"\n?```$", "", raw)
+
+    try:
+        data = json.loads(raw)
+        t = str(data.get("title", title or "Секция"))[:200]
+        k = str(data.get("keywords", ""))[:300]
+        return t, k
+    except json.JSONDecodeError:
+        log.warning(f"AI върна невалиден JSON: {raw[:120]}")
+        return title or "Секция", ""
+
+
+# ──────────────────────────────────────────────
+# Генериране на кодове
+# ──────────────────────────────────────────────
+
+def make_code(prefix: str, file_index: int, sec_index: int) -> str:
+    return f"{prefix}_{file_index:04d}_SEC_{sec_index:04d}"
+
+
+# ──────────────────────────────────────────────
+# Основна обработка
+# ──────────────────────────────────────────────
+
+def process_file(
+    path: Path,
+    file_index: int,
+    db: Database,
+    client: anthropic.Anthropic,
+    output_dir: Path,
+    prefix: str = "HLP",
+    force: bool = False,
+) -> int:
+    """Обработва един файл. Връща броя записани секции (0 = пропуснат)."""
+    rel = str(path)
+    fh = file_hash(path)
+
+    if not force:
+        stored = db.get_file_hash(prefix, rel)
+        if stored == fh:
+            log.info(f"  [SKIP] {path.name}  (непроменен)")
+            return 0
+
+    log.info(f"  [PROC] {path.name}")
+    ext = path.suffix.lower()
+    parser = PARSERS.get(ext)
+    if not parser:
+        log.warning(f"    Неподдържан формат: {ext}")
+        return 0
+
+    try:
+        sections = parser(path)
+    except Exception as e:
+        log.error(f"    Грешка при парсване: {e}")
+        return 0
+
+    sections = merge_short_sections(sections)
+
+    # Изтриваме старите секции за файла при повторна обработка
+    db.delete_sections_for_file(prefix, rel)
+
+    images_dir = output_dir / "images"
+    images_dir.mkdir(parents=True, exist_ok=True)
+
+    saved = 0
+    for i, sec in enumerate(sections, 1):
+        text      = clean_text(sec.text)
+        html_text = sec.html_text or ""
+        if not text and not sec.images and not html_text:
+            continue
+
+        code = make_code(prefix, file_index, i)
+
+        # Записваме картинките на диск и заменяме placeholder-ите в текста + HTML
+        image_rel_paths: list[str] = []
+        for ref in sec.images or []:
+            fname     = f"{code}_{ref.placeholder}.{ref.ext}"
+            disk_path = images_dir / fname
+            try:
+                disk_path.write_bytes(ref.data)
+            except Exception as e:
+                log.warning(f"    Грешка при запис на картинка {fname}: {e}")
+                continue
+            rel_path = f"images/{fname}"
+            image_rel_paths.append(rel_path)
+            old_ph = f"[IMG: {ref.placeholder}]"
+            new_ph = f"[IMG: {rel_path}]"
+            text      = text.replace(old_ph, new_ph)
+            html_text = html_text.replace(old_ph, new_ph)
+
+        # Премахваме placeholder-и, останали без файл
+        text = _IMG_PLACEHOLDER_RE.sub(
+            lambda m: m.group(0) if "/" in m.group(1) or "\\" in m.group(1) else "",
+            text
+        ).strip()
+        html_text = _IMG_PLACEHOLDER_RE.sub(
+            lambda m: m.group(0) if "/" in m.group(1) or "\\" in m.group(1) else "",
+            html_text
+        ).strip()
+        if not text and not image_rel_paths and not html_text:
+            continue
+
+        try:
+            title, keywords = classify_section(client, sec.title, text)
+        except Exception as e:
+            log.warning(f"    AI грешка за {code}: {e}")
+            title, keywords = sec.title or f"Секция {i}", ""
+
+        images_json = json.dumps(image_rel_paths, ensure_ascii=False)
+        ps = ProcessedSection(
+            code=code,
+            source_file=rel,
+            title=title,
+            keywords=keywords,
+            text=text,
+            images_json=images_json,
+            html_text=html_text,
+        )
+
+        # Записваме текста в изходна директория
+        out_path = output_dir / f"{code}.txt"
+        out_path.write_text(
+            f"КОД: {code}\nФАЙЛ: {rel}\nЗАГЛАВИЕ: {title}\nКЛЮЧОВИ ДУМИ: {keywords}\n"
+            f"КАРТИНКИ: {len(image_rel_paths)}\n"
+            f"{'─'*60}\n{text}",
+            encoding="utf-8"
+        )
+
+        db.insert_section(prefix, ps, str(out_path))
+        saved += 1
+        log.debug(f"    {code}: {title[:60]}  ({len(image_rel_paths)} img)")
+
+    db.upsert_file(prefix, rel, fh, saved)
+    log.info(f"    → {saved} секции записани")
+    return saved
+
+
+_PREFIX_RE = re.compile(r"^[A-Za-z][A-Za-z0-9_]{0,49}$")
+
+
+def process_directory(
+    input_dir: Path,
+    output_dir: Path,
+    conn_str: str,
+    api_key: str,
+    prefix: str = "HLP",
+    force: bool = False,
+    purge_missing: bool = False,
+):
+    if not _PREFIX_RE.match(prefix):
+        raise ValueError(
+            f"Невалиден prefix {prefix!r}. Допустими: буква + букви/цифри/подчертавки, до 50 символа."
+        )
+
+    output_dir.mkdir(parents=True, exist_ok=True)
+    db = Database(conn_str)
+    client = anthropic.Anthropic(api_key=api_key)
+
+    extensions = set(PARSERS.keys())
+    output_resolved = output_dir.resolve()
+
+    def _under_output(p: Path) -> bool:
+        try:
+            p.resolve().relative_to(output_resolved)
+            return True
+        except ValueError:
+            return False
+
+    files = [
+        p for p in input_dir.rglob("*")
+        if p.is_file() and p.suffix.lower() in extensions and not _under_output(p)
+    ]
+    log.info(f"Prefix={prefix}  Намерени {len(files)} файла в {input_dir}")
+
+    current_paths = {str(p) for p in files}
+    total_sections = 0
+    try:
+        for idx, path in enumerate(sorted(files), 1):
+            n = process_file(path, idx, db, client, output_dir,
+                             prefix=prefix, force=force)
+            total_sections += n
+
+        if purge_missing:
+            existing = set(db.all_source_files(prefix))
+            orphans  = sorted(existing - current_paths)
+            if not orphans:
+                log.info(f"Purge: няма orphan записи в БД за prefix={prefix}.")
+            else:
+                log.info(f"Purge ({prefix}): намерени {len(orphans)} orphan източника:")
+                for o in orphans:
+                    log.info(f"   - {o}")
+                disk_paths = db.section_output_paths_for(prefix, orphans)
+                removed_files = 0
+                for op in disk_paths:
+                    try:
+                        opath = Path(op)
+                        if opath.exists():
+                            opath.unlink()
+                            removed_files += 1
+                        code = opath.stem
+                        for img in (output_dir / "images").glob(f"{code}_*"):
+                            try:
+                                img.unlink()
+                                removed_files += 1
+                            except Exception:
+                                pass
+                    except Exception as e:
+                        log.debug(f"   не успях да изтрия {op}: {e}")
+                deleted = db.purge_sources(prefix, orphans)
+                log.info(f"Purge: изтрити {deleted} секции от БД, {removed_files} файла от диска.")
+    finally:
+        db.close()
+
+    log.info(f"Готово. Prefix={prefix}. Общо нови/обновени секции: {total_sections}")
+
+
+# ──────────────────────────────────────────────
+# CLI
+# ──────────────────────────────────────────────
+
+def main():
+    parser = argparse.ArgumentParser(
+        description="Help-файл декомпозитор с SQL Server + Anthropic"
+    )
+    parser.add_argument("input_dir",  help="Входна директория с help-файлове")
+    parser.add_argument("output_dir", help="Изходна директория за текстови секции")
+    parser.add_argument(
+        "--conn",
+        default=os.getenv("HELP_DB_CONN"),
+        help="SQL Server connection string (или HELP_DB_CONN env var)"
+    )
+    parser.add_argument(
+        "--api-key",
+        default=os.getenv("ANTHROPIC_API_KEY"),
+        help="Anthropic API ключ (или ANTHROPIC_API_KEY env var)"
+    )
+    parser.add_argument(
+        "--prefix",
+        default=os.getenv("HELP_PREFIX", "HLP"),
+        help="Префикс за кодовете/scope в БД (буква + букви/цифри/_, до 50 знака). "
+             "Default: 'HLP' (или env HELP_PREFIX)."
+    )
+    parser.add_argument(
+        "--force",
+        action="store_true",
+        help="Преобработва всички файлове, независимо от hash"
+    )
+    parser.add_argument(
+        "--purge-missing",
+        action="store_true",
+        help="След обработката изтрива от БД и диска секциите за източници, "
+             "които вече не съществуват във входната директория (само в дадения prefix)"
+    )
+    args = parser.parse_args()
+
+    if not args.api_key:
+        sys.exit("Грешка: липсва Anthropic API ключ (--api-key или ANTHROPIC_API_KEY).")
+    if not args.conn:
+        sys.exit("Грешка: липсва SQL Server connection string (--conn или HELP_DB_CONN).")
+
+    process_directory(
+        input_dir=Path(args.input_dir),
+        output_dir=Path(args.output_dir),
+        conn_str=args.conn,
+        api_key=args.api_key,
+        prefix=args.prefix,
+        force=args.force,
+        purge_missing=args.purge_missing,
+    )
+
+
+if __name__ == "__main__":
+    main()
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..157aa1e
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,7 @@
+anthropic>=0.25.0
+pyodbc>=5.0.0
+python-docx>=1.1.0
+beautifulsoup4>=4.12.0
+lxml>=5.0.0
+pdfplumber>=0.11.0
+chardet>=5.0.0
diff --git a/save_keywords.py b/save_keywords.py
new file mode 100644
index 0000000..58a714b
--- /dev/null
+++ b/save_keywords.py
@@ -0,0 +1,77 @@
+"""
+save_keywords.py
+================
+Чете keywords_changes.json (генериран от браузъра)
+и записва промените в SQL Server.
+
+Стартирай с:  python save_keywords.py
+"""
+
+import os, sys, json
+from pathlib import Path
+from datetime import datetime
+
+try:
+    import pyodbc
+except ImportError:
+    sys.exit("Инсталирай pyodbc:  pip install pyodbc")
+
+CONN_STR = os.getenv(
+    "HELP_DB_CONN",
+    "DRIVER={ODBC Driver 18 for SQL Server};"
+    "TrustServerCertificate=yes;"
+    "SERVER=94.26.63.238,13151;DATABASE=blondina;"
+    "UID=blondina_login;PWD=blondina_parola_123"
+)
+CHANGES_FILE = Path(__file__).parent / "keywords_changes.json"
+
+
+def main():
+    if not CHANGES_FILE.exists():
+        print("Файлът keywords_changes.json не е намерен.")
+        print("Запази промените от браузъра първо.")
+        return
+
+    changes = json.loads(CHANGES_FILE.read_text(encoding="utf-8"))
+    if not changes:
+        print("Няма промени за запис.")
+        return
+
+    print(f"Записвам {len(changes)} промени в БД...")
+    conn = pyodbc.connect(CONN_STR, autocommit=False)
+    cur  = conn.cursor()
+    ok, err = 0, 0
+
+    for item in changes:
+        code     = item.get("code", "").strip()
+        keywords = item.get("keywords", "").strip()
+        if not code:
+            continue
+        try:
+            cur.execute(
+                "UPDATE RIP_help_sections SET keywords=?, updated_at=GETDATE() WHERE code=?",
+                keywords, code
+            )
+            if cur.rowcount > 0:
+                ok += 1
+                print(f"  ✓  {code}")
+            else:
+                print(f"  ?  {code} — не е намерен в БД")
+        except Exception as e:
+            print(f"  ✗  {code} — {e}")
+            err += 1
+
+    conn.commit()
+    conn.close()
+
+    print(f"\nГотово: {ok} записани, {err} грешки.")
+
+    # Архивираме файла
+    ts = datetime.now().strftime("%Y%m%d_%H%M%S")
+    archive = CHANGES_FILE.parent / f"keywords_changes_{ts}.json"
+    CHANGES_FILE.rename(archive)
+    print(f"Файлът е архивиран като: {archive.name}")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/view.bat b/view.bat
new file mode 100644
index 0000000..2666db2
--- /dev/null
+++ b/view.bat
@@ -0,0 +1,21 @@
+:@echo off
+chcp 65001 > nul
+call "%~dp0_load_env.bat" || exit /b 1
+set PYTHONIOENCODING=utf-8
+
+rem Optional: %1 = prefix filter (e.g. RIP, INEX_TM). Empty = show all.
+if "%~1"=="" (
+  echo Generate help_viewer.html from DB ^(all prefixes^)
+  python generate_html.py
+) else (
+  echo Generate help_viewer.html from DB ^(prefix=%~1^)
+  python generate_html.py --prefix=%~1
+)
+
+echo.
+echo ok. browser should be open
+echo.
+echo to write changes in key words back into DB
+echo   python save_keywords.py
+echo.
+pause