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.gitattributes

@@ -35,3 +35,15 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 faiss_storage/faiss_index/index.faiss filter=lfs diff=lfs merge=lfs -text
 rag_chunks/faiss_index/index.faiss filter=lfs diff=lfs merge=lfs -text
+faiss_storage/pre_chunked_sources.json filter=lfs diff=lfs merge=lfs -text
+sources/NAFFCO[[:space:]]-[[:space:]]IndustrialCatalog_Bangladesh.pdf filter=lfs diff=lfs merge=lfs -text
+sources/NAFFCO[[:space:]]Company[[:space:]]Profile[[:space:]]-2023.pdf filter=lfs diff=lfs merge=lfs -text
+sources/NFPA[[:space:]]1,[[:space:]]2009[[:space:]]Edition.pdf filter=lfs diff=lfs merge=lfs -text
+sources/NFPA[[:space:]]10,[[:space:]]2010[[:space:]]Edition.pdf filter=lfs diff=lfs merge=lfs -text
+sources/NFPA[[:space:]]101,[[:space:]]2012[[:space:]]Edition.pdf filter=lfs diff=lfs merge=lfs -text
+sources/NFPA[[:space:]]13,[[:space:]]2013[[:space:]]Edition.pdf filter=lfs diff=lfs merge=lfs -text
+sources/NFPA[[:space:]]14,[[:space:]]2013[[:space:]]Edition.pdf filter=lfs diff=lfs merge=lfs -text
+sources/NFPA[[:space:]]20[[:space:]]-2019.pdf filter=lfs diff=lfs merge=lfs -text
+sources/NFPA[[:space:]]25,[[:space:]]2011[[:space:]]Edition.pdf filter=lfs diff=lfs merge=lfs -text
+sources/NFPA[[:space:]]72,[[:space:]]2013[[:space:]]Edition.pdf filter=lfs diff=lfs merge=lfs -text
+sources/Top[[:space:]]Project[[:space:]]List[[:space:]]-[[:space:]]AMO[[:space:]]Green[[:space:]]Energy[[:space:]]Limited_Sep-2023.pdf filter=lfs diff=lfs merge=lfs -text

app.py

@@ -17,6 +17,8 @@ import csv as csv_lib
 import functools
 import json
 import re
+import subprocess
+import sys
 
 from dotenv import load_dotenv
 
@@ -24,7 +26,15 @@ from dotenv import load_dotenv
 load_dotenv()
 
 # Import RAG system and Fallback LLM from groq_fb AFTER load_dotenv
-from groq_fb import get_groq_fallback_response, initialize_and_get_rag_system, KnowledgeRAG
+from groq_fb import (
+    get_groq_fallback_response,
+    initialize_and_get_rag_system,
+    KnowledgeRAG,
+    # Import constants to be used in the rebuild route
+    RAG_SOURCES_DIR,
+    RAG_STORAGE_PARENT_DIR,
+    RAG_CHUNKED_SOURCES_FILENAME
+)
 
 # Setup logging (remains global for the app)
 logging.basicConfig(
@@ -53,6 +63,9 @@ FLASK_DEBUG_MODE = os.getenv("FLASK_DEBUG", "False").lower() == "true"
 # Base directory for file paths
 _APP_BASE_DIR = os.path.dirname(os.path.abspath(__file__))
 
+# NEW: Directory for saving raw text extractions for debugging
+TEXT_EXTRACTIONS_DIR = os.path.join(_APP_BASE_DIR, 'text_extractions')
+
 # For CSV QA
 RELATED_QUESTIONS_TO_SHOW = 10
 QUESTIONS_TO_SEND_TO_GROQ_QA = 3
@@ -392,7 +405,7 @@ def replace_placeholders_in_answer(answer, db_data):
     if re.search(r'\{(\w+)\}', answer_str):
         logger.warning(f"Unresolved placeholders remain after replacement attempt: {answer_str}")
         answer_str = re.sub(r'\{(\w+)\}', "a specific detail", answer_str)
-        if "a specific detail" in answer_str and not "Sorry" in answer_str: 
+        if "a specific detail" in answer_str and not "Sorry" in answer_str:
             return "Sorry, I couldn't retrieve all the specific details for this answer. " + answer_str
         return "Sorry, I couldn't retrieve all the specific details for this answer. Some information has been generalized."
     return answer_str
@@ -400,7 +413,7 @@ def replace_placeholders_in_answer(answer, db_data):
 # --- Main Chat Endpoint ---
 @app.route('/chat-bot', methods=['POST'])
 def get_answer_hybrid():
-    global rag_system 
+    global rag_system
     data = request.json
     user_query = data.get('query', '')
     user_id = data.get('user_id')
@@ -455,7 +468,7 @@ def get_answer_hybrid():
             store_chat_interaction(session_id, user_id, user_query, response_data)
             return jsonify(response_data)
 
-    if rag_system and rag_system.retriever: 
+    if rag_system and rag_system.retriever:
         try:
             logger.info(f"Attempting FAISS RAG query for: {user_query[:50]}...")
             rag_result = rag_system.query(user_query)
@@ -479,7 +492,7 @@ def get_answer_hybrid():
                 response_data = {
                     'query': user_query,
                     'answer': rag_answer,
-                    'confidence': 85, 
+                    'confidence': 85,
                     'source': 'document_rag_faiss',
                     'related_questions': related_questions_list,
                     'document_sources_details': rag_sources_details
@@ -500,16 +513,16 @@ def get_answer_hybrid():
         'current_query': user_query,
         'chat_history': chat_history_messages_for_groq,
         'qa_related_info': qa_context_for_groq_str,
-        'document_related_info': "" 
+        'document_related_info': ""
     }
 
     try:
-        groq_answer = get_groq_fallback_response(groq_context) 
+        groq_answer = get_groq_fallback_response(groq_context)
 
         if groq_answer and \
            "Sorry, this information is not available yet" not in groq_answer and \
            "I'm currently experiencing a technical difficulty" not in groq_answer and \
-           "I specialize in topics related to AMO Green Energy." not in groq_answer: 
+           "I specialize in topics related to AMO Green Energy." not in groq_answer:
 
             if not related_questions_list:
                 for cand_q in all_csv_candidate_answers:
@@ -519,7 +532,7 @@ def get_answer_hybrid():
 
             response_data = {
                 'query': user_query, 'answer': groq_answer,
-                'confidence': 75, 
+                'confidence': 75,
                 'source': 'groq_general_fallback',
                 'related_questions': related_questions_list,
                 'document_sources_details': []
@@ -594,24 +607,70 @@ def get_faiss_rag_status():
 @require_admin_auth
 def rebuild_faiss_index_route():
     global rag_system
-    logger.info("Admin request to rebuild FAISS RAG index from source files...")
+    logger.info("Admin request to rebuild FAISS RAG index received. Starting two-step process.")
+
+    # Step 1: Run the chunker.py script to pre-process source files
+    # This now also saves raw text extractions for debugging.
+    logger.info("Step 1: Running chunker.py to pre-process source documents.")
+    chunker_script_path = os.path.join(_APP_BASE_DIR, 'chunker.py')
+    chunked_json_output_path = os.path.join(RAG_STORAGE_PARENT_DIR, RAG_CHUNKED_SOURCES_FILENAME)
+
+    # Ensure the directory for text extractions exists
+    os.makedirs(TEXT_EXTRACTIONS_DIR, exist_ok=True)
+
+    if not os.path.exists(chunker_script_path):
+        logger.error(f"Chunker script not found at '{chunker_script_path}'. Aborting rebuild.")
+        return jsonify({"error": f"chunker.py not found. Cannot proceed with rebuild."}), 500
+
+    command = [
+        sys.executable,
+        chunker_script_path,
+        '--sources-dir', RAG_SOURCES_DIR,
+        '--output-file', chunked_json_output_path,
+        '--text-output-dir', TEXT_EXTRACTIONS_DIR  # MODIFIED: Added argument to save raw text
+    ]
 
+    try:
+        process = subprocess.run(
+            command,
+            capture_output=True,
+            text=True,
+            check=True
+        )
+        logger.info("Chunker script executed successfully. Raw text saved to 'text_extractions' and chunks to 'faiss_storage'.")
+        logger.info(f"Chunker stdout:\n{process.stdout}")
+    except subprocess.CalledProcessError as e:
+        logger.error(f"Chunker script failed with exit code {e.returncode}.")
+        logger.error(f"Chunker stderr:\n{e.stderr}")
+        return jsonify({
+            "error": "Step 1 (Chunking) failed. Check logs for details from chunker.py.",
+            "details": e.stderr
+        }), 500
+    except Exception as e:
+        logger.error(f"An unexpected error occurred while running the chunker script: {e}", exc_info=True)
+        return jsonify({"error": f"An unexpected error occurred during the chunking step: {str(e)}"}), 500
+
+    # Step 2: Initialize the RAG system, forcing a rebuild from the new chunks
+    logger.info("Step 2: Rebuilding FAISS index from the newly generated chunks.")
     try:
         new_rag_system_instance = initialize_and_get_rag_system(force_rebuild=True)
 
         if new_rag_system_instance and new_rag_system_instance.vector_store:
-            rag_system = new_rag_system_instance 
+            rag_system = new_rag_system_instance
             logger.info("FAISS RAG index rebuild completed and new RAG system instance is active.")
-            updated_status_response = get_faiss_rag_status() 
-            return jsonify({"message": "FAISS RAG index rebuild initiated and completed.",
-                            "status": updated_status_response.get_json()}), 200
+            updated_status_response = get_faiss_rag_status()
+            return jsonify({
+                "message": "FAISS RAG index rebuild completed successfully (text extraction, chunking, and indexing).",
+                "status": updated_status_response.get_json()
+            }), 200
         else:
-            logger.error("FAISS RAG index rebuild failed. The RAG system might not be available. Check logs in groq_fb.py.")
-            return jsonify({"error": "FAISS RAG index rebuild failed. RAG system may be unavailable. Check logs."}), 500
+            logger.error("FAISS RAG index rebuild failed during the indexing phase. The RAG system might not be available. Check logs in groq_fb.py.")
+            return jsonify({"error": "Step 2 (Indexing) failed. RAG system may be unavailable. Check logs."}), 500
 
     except Exception as e:
-        logger.error(f"Error during admin FAISS index rebuild: {e}", exc_info=True)
-        return jsonify({"error": f"Failed to rebuild index: {str(e)}"}), 500
+        logger.error(f"Error during admin FAISS index rebuild (indexing phase): {e}", exc_info=True)
+        return jsonify({"error": f"Failed to rebuild index during indexing phase: {str(e)}"}), 500
+
 
 @app.route('/db/status', methods=['GET'])
 @require_admin_auth
@@ -622,7 +681,7 @@ def get_personal_db_status():
             'file_exists': os.path.exists(personal_data_monitor.database_path),
             'data_loaded': personal_data_monitor.df is not None, 'last_update': None
         }
-        if status_info['file_exists'] and os.path.getmtime(personal_data_monitor.database_path) is not None: 
+        if status_info['file_exists'] and os.path.getmtime(personal_data_monitor.database_path) is not None:
             status_info['last_update'] = datetime.fromtimestamp(os.path.getmtime(personal_data_monitor.database_path)).isoformat()
         return jsonify(status_info)
     except Exception as e: return jsonify({'status': 'error', 'error': str(e)}), 500
@@ -651,7 +710,7 @@ def create_session_route():
 
 @app.route('/version', methods=['GET'])
 def get_version_route():
-    return jsonify({'version': '3.5.3-Hybrid-RAG-FallbackContact'}), 200 # Updated version
+    return jsonify({'version': '3.7.0-Hybrid-RAG-Chunker-Debug'}), 200 # Updated version
 
 @app.route('/clear-history', methods=['POST'])
 def clear_session_history_route():
@@ -671,7 +730,7 @@ def cleanup_application():
 atexit.register(cleanup_application)
 
 def load_qa_data_on_startup():
-    global embedding_manager 
+    global embedding_manager
     try:
         general_qa_path = os.path.join(_APP_BASE_DIR, 'general_qa.csv')
         personal_qa_path = os.path.join(_APP_BASE_DIR, 'personal_qa.csv')
@@ -710,7 +769,7 @@ def load_qa_data_on_startup():
                 if col not in df_val.columns:
                     df_val[col] = None
                     if col != 'Image':
-                         logger.warning(f"'{col}' column missing in {df_name}_qa.csv. Added empty column.") 
+                         logger.warning(f"'{col}' column missing in {df_name}_qa.csv. Added empty column.")
 
             if 'Question' in df_val.columns and not df_val['Question'].isnull().all():
                  df_val['Question'] = df_val['Question'].astype(str).apply(normalize_text)
@@ -735,14 +794,15 @@ def load_qa_data_on_startup():
 if __name__ == '__main__':
     # Ensure necessary app-specific directories exist
     for folder_path in [os.path.join(_APP_BASE_DIR, 'templates'),
-                        os.path.join(_APP_BASE_DIR, 'static')]:
+                        os.path.join(_APP_BASE_DIR, 'static'),
+                        TEXT_EXTRACTIONS_DIR]: # Added new dir here
         os.makedirs(folder_path, exist_ok=True)
 
-    load_qa_data_on_startup() 
+    load_qa_data_on_startup()
     initialize_chat_log_file()
 
     logger.info("Attempting to initialize RAG system from groq_fb module...")
-    rag_system = initialize_and_get_rag_system() 
+    rag_system = initialize_and_get_rag_system()
     if rag_system:
         logger.info("RAG system initialized successfully via groq_fb module.")
     else:

chunker.py

@@ -0,0 +1,189 @@
+import os
+import logging
+import json
+import argparse
+from typing import List, Dict, Optional
+
+from pypdf import PdfReader
+import docx as python_docx
+from langchain.text_splitter import RecursiveCharacterTextSplitter
+
+# --- Logging Setup ---
+logging.basicConfig(
+    level=logging.INFO,
+    format='%(asctime)s - %(name)s - %(levelname)s - %(message)s',
+    handlers=[
+        logging.StreamHandler()
+    ]
+)
+logger = logging.getLogger(__name__)
+
+# --- Text Extraction Helper Functions ---
+# Note: These are duplicated from groq_fb.py to make this a standalone script.
+def extract_text_from_file(file_path: str, file_type: str) -> Optional[str]:
+    logger.info(f"Extracting text from {file_type.upper()} file: {os.path.basename(file_path)}")
+    text_content = None
+    try:
+        if file_type == 'pdf':
+            reader = PdfReader(file_path)
+            text_content = "".join(page.extract_text() + "\n" for page in reader.pages if page.extract_text())
+        elif file_type == 'docx':
+            doc = python_docx.Document(file_path)
+            text_content = "\n".join(para.text for para in doc.paragraphs if para.text)
+        elif file_type == 'txt':
+            with open(file_path, 'r', encoding='utf-8', errors='ignore') as f:
+                text_content = f.read()
+        else:
+            logger.warning(f"Unsupported file type for text extraction: {file_type} for file {os.path.basename(file_path)}")
+            return None
+
+        if not text_content or not text_content.strip():
+            logger.warning(f"No text content extracted from {os.path.basename(file_path)}")
+            return None
+        return text_content.strip()
+    except Exception as e:
+        logger.error(f"Error extracting text from {os.path.basename(file_path)} ({file_type.upper()}): {e}", exc_info=True)
+        return None
+
+SUPPORTED_EXTENSIONS = {
+    'pdf': lambda path: extract_text_from_file(path, 'pdf'),
+    'docx': lambda path: extract_text_from_file(path, 'docx'),
+    'txt': lambda path: extract_text_from_file(path, 'txt'),
+}
+
+def process_sources_and_create_chunks(
+    sources_dir: str,
+    output_file: str,
+    chunk_size: int = 1000,
+    chunk_overlap: int = 150,
+    text_output_dir: Optional[str] = None  # MODIFIED: Added optional parameter
+) -> None:
+    """
+    Scans a directory for source files, extracts text, splits it into chunks,
+    and saves the chunks to a single JSON file.
+    Optionally saves the raw extracted text to a specified directory.
+    """
+    if not os.path.isdir(sources_dir):
+        logger.error(f"Source directory not found: '{sources_dir}'")
+        raise FileNotFoundError(f"Source directory not found: '{sources_dir}'")
+
+    logger.info(f"Starting chunking process. Sources: '{sources_dir}', Output: '{output_file}'")
+    
+    # MODIFIED: Create text output directory if provided
+    if text_output_dir:
+        os.makedirs(text_output_dir, exist_ok=True)
+        logger.info(f"Will save raw extracted text to: '{text_output_dir}'")
+
+    all_chunks_for_json: List[Dict] = []
+    processed_files_count = 0
+
+    text_splitter = RecursiveCharacterTextSplitter(chunk_size=chunk_size, chunk_overlap=chunk_overlap)
+
+    for filename in os.listdir(sources_dir):
+        file_path = os.path.join(sources_dir, filename)
+        if not os.path.isfile(file_path):
+            continue
+
+        file_ext = filename.split('.')[-1].lower()
+        if file_ext not in SUPPORTED_EXTENSIONS:
+            logger.debug(f"Skipping unsupported file: {filename}")
+            continue
+
+        logger.info(f"Processing source file: {filename}")
+        text_content = SUPPORTED_EXTENSIONS[file_ext](file_path)
+
+        if text_content:
+            # MODIFIED: Save the raw text to a file if directory is specified
+            if text_output_dir:
+                try:
+                    text_output_path = os.path.join(text_output_dir, f"{filename}.txt")
+                    with open(text_output_path, 'w', encoding='utf-8') as f_text:
+                        f_text.write(text_content)
+                    logger.info(f"Saved extracted text for '{filename}' to '{text_output_path}'")
+                except Exception as e_text_save:
+                    logger.error(f"Could not save extracted text for '{filename}': {e_text_save}")
+
+            chunks = text_splitter.split_text(text_content)
+            if not chunks:
+                logger.warning(f"No chunks generated from {filename}. Skipping.")
+                continue
+
+            for i, chunk_text in enumerate(chunks):
+                chunk_data = {
+                    "page_content": chunk_text,
+                    "metadata": {
+                        "source_document_name": filename,
+                        "chunk_index": i,
+                        "full_location": f"{filename}, Chunk {i+1}"
+                    }
+                }
+                all_chunks_for_json.append(chunk_data)
+
+            processed_files_count += 1
+        else:
+            logger.warning(f"Could not extract text from {filename}. Skipping.")
+
+    if not all_chunks_for_json:
+        logger.warning(f"No processable documents found or no text extracted in '{sources_dir}'. JSON file will be empty.")
+
+    output_dir = os.path.dirname(output_file)
+    os.makedirs(output_dir, exist_ok=True)
+
+    with open(output_file, 'w', encoding='utf-8') as f:
+        json.dump(all_chunks_for_json, f, indent=2)
+
+    logger.info(f"Chunking complete. Processed {processed_files_count} files.")
+    logger.info(f"Created a total of {len(all_chunks_for_json)} chunks.")
+    logger.info(f"Chunked JSON output saved to: {output_file}")
+
+
+def main():
+    parser = argparse.ArgumentParser(description="Process source documents into a JSON file of text chunks for RAG.")
+    parser.add_argument(
+        '--sources-dir',
+        type=str,
+        required=True,
+        help="The directory containing source files (PDFs, DOCX, TXT)."
+    )
+    parser.add_argument(
+        '--output-file',
+        type=str,
+        required=True,
+        help="The full path for the output JSON file containing the chunks."
+    )
+    # MODIFIED: Added new optional argument
+    parser.add_argument(
+        '--text-output-dir',
+        type=str,
+        default=None,
+        help="Optional: The directory to save raw extracted text files for debugging."
+    )
+    parser.add_argument(
+        '--chunk-size',
+        type=int,
+        default=1000,
+        help="The character size for each text chunk."
+    )
+    parser.add_argument(
+        '--chunk-overlap',
+        type=int,
+        default=150,
+        help="The character overlap between consecutive chunks."
+    )
+
+    args = parser.parse_args()
+
+    try:
+        process_sources_and_create_chunks(
+            sources_dir=args.sources_dir,
+            output_file=args.output_file,
+            chunk_size=args.chunk_size,
+            chunk_overlap=args.chunk_overlap,
+            text_output_dir=args.text_output_dir  # MODIFIED: Pass argument
+        )
+    except Exception as e:
+        logger.critical(f"A critical error occurred during the chunking process: {e}", exc_info=True)
+        exit(1)
+
+if __name__ == "__main__":
+    main()

faiss_storage/faiss_index/index.faiss

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0f731840d831c44343c31e0830bd72d4239b7fe45e71a88da4c136be9ea64eeb
-size 115245
+oid sha256:fc2424a4c724987119521ec177286451863321ab82d925f24ff152ed7f8dfe9d
+size 21987885

faiss_storage/faiss_index/index.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9201907850ffafb9770be90b4ee1c0acef9b00ab8a1ac840a2d03130815283ef
-size 76626
+oid sha256:01964b3df179ab3ae2e751de21d01d75b58c17a47688e484c2d9b1d8ed24b53c
+size 16462291

faiss_storage/faiss_index/processed_files.json

@@ -1 +1 @@
-["AMO GE - Company Summary.txt", "NAFFCO - IndustrialCatalog_Bangladesh.pdf", "NAFFCO Company Profile -2023.pdf", "Top Project List - AMO Green Energy Limited_Sep-2023.pdf"]
+["AMO GE - Company Summary.txt", "NAFFCO - IndustrialCatalog_Bangladesh.pdf", "NAFFCO Company Profile -2023.pdf", "NFPA 1, 2009 Edition.pdf", "NFPA 10, 2010 Edition.pdf", "NFPA 101, 2012 Edition.pdf", "NFPA 13, 2013 Edition.pdf", "NFPA 14, 2013 Edition.pdf", "NFPA 20 -2019.pdf", "NFPA 25, 2011 Edition.pdf", "NFPA 72, 2013 Edition.pdf", "Top Project List - AMO Green Energy Limited_Sep-2023.pdf"]

faiss_storage/pre_chunked_sources.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8a82bde8e0a014611d76977f7d801c64f1f2bf6e6428c3b94caaaba08397335
+size 17268851

groq_fb.py

@@ -58,6 +58,7 @@ RAG_FAISS_INDEX_SUBDIR_NAME = "faiss_index" # Name of the sub-directory for the
 # RAG_STORAGE_PARENT_DIR is the directory where 'faiss_index' subdir will be created/looked for.
 RAG_STORAGE_PARENT_DIR = os.getenv("RAG_STORAGE_DIR", os.path.join(_MODULE_BASE_DIR, "faiss_storage"))
 RAG_SOURCES_DIR = os.getenv("SOURCES_DIR", os.path.join(_MODULE_BASE_DIR, "sources"))
+RAG_CHUNKED_SOURCES_FILENAME = "pre_chunked_sources.json" # New constant for the chunked file
 
 # Create directories if they don't exist to prevent errors during initialization
 os.makedirs(RAG_SOURCES_DIR, exist_ok=True)
@@ -194,50 +195,85 @@ class KnowledgeRAG:
         self.rag_chain = None
         self.processed_source_files: List[str] = []
 
-    def build_index_from_source_files(self, source_folder_path: str, k: int = RAG_DEFAULT_RETRIEVER_K): # Use new constant name
+    def build_index_from_source_files(self, source_folder_path: str, k: int = RAG_DEFAULT_RETRIEVER_K):
+        # The source_folder_path is passed for the fallback scenario
         if not os.path.isdir(source_folder_path):
             raise FileNotFoundError(f"Source documents folder not found: '{source_folder_path}'.")
 
-        self.logger.info(f"Scanning '{source_folder_path}' for source files to build FAISS index...")
-
         all_docs_for_vectorstore: List[Document] = []
         processed_files_this_build: List[str] = []
+        
+        # New logic: Check for pre-chunked JSON file first
+        pre_chunked_json_path = os.path.join(self.index_storage_dir, RAG_CHUNKED_SOURCES_FILENAME)
+
+        if os.path.exists(pre_chunked_json_path):
+            self.logger.info(f"Found pre-chunked source file: '{pre_chunked_json_path}'. Loading documents from JSON.")
+            try:
+                with open(pre_chunked_json_path, 'r', encoding='utf-8') as f:
+                    chunk_data_list = json.load(f)
+
+                source_filenames = set()
+                for chunk_data in chunk_data_list:
+                    doc = Document(
+                        page_content=chunk_data.get("page_content", ""),
+                        metadata=chunk_data.get("metadata", {})
+                    )
+                    all_docs_for_vectorstore.append(doc)
+                    if 'source_document_name' in doc.metadata:
+                        source_filenames.add(doc.metadata['source_document_name'])
 
-        text_splitter = RecursiveCharacterTextSplitter(chunk_size=1000, chunk_overlap=150)
+                if not all_docs_for_vectorstore:
+                    raise ValueError(f"The pre-chunked file '{pre_chunked_json_path}' is empty or contains no valid documents.")
 
-        for filename in os.listdir(source_folder_path):
-            file_path = os.path.join(source_folder_path, filename)
-            if not os.path.isfile(file_path):
-                continue
+                processed_files_this_build = sorted(list(source_filenames))
+            except (json.JSONDecodeError, ValueError, KeyError) as e:
+                self.logger.error(f"Error processing pre-chunked JSON file '{pre_chunked_json_path}': {e}. Will attempt fallback to raw file processing.", exc_info=True)
+                # If JSON processing fails, clear the list and proceed to fallback.
+                all_docs_for_vectorstore = []
+        
+        # Fallback/Original logic: If JSON was not found or failed to load, process raw files
+        if not all_docs_for_vectorstore:
+            if os.path.exists(pre_chunked_json_path):
+                 self.logger.warning("Falling back to processing raw files from the sources directory due to an issue with the pre-chunked JSON.")
+            else:
+                 self.logger.info(f"Pre-chunked JSON not found. Processing raw files from '{source_folder_path}' to build FAISS index...")
 
-            file_ext = filename.split('.')[-1].lower()
-            if file_ext not in FAISS_RAG_SUPPORTED_EXTENSIONS:
-                self.logger.debug(f"Skipping unsupported file: {filename}")
-                continue
+            text_splitter = RecursiveCharacterTextSplitter(chunk_size=1000, chunk_overlap=150)
 
-            self.logger.info(f"Processing source file: {filename}")
-            text_content = FAISS_RAG_SUPPORTED_EXTENSIONS[file_ext](file_path)
+            for filename in os.listdir(source_folder_path):
+                file_path = os.path.join(source_folder_path, filename)
+                if not os.path.isfile(file_path):
+                    continue
 
-            if text_content:
-                chunks = text_splitter.split_text(text_content)
-                if not chunks:
-                    self.logger.warning(f"No chunks generated from {filename}. Skipping.")
+                file_ext = filename.split('.')[-1].lower()
+                if file_ext not in FAISS_RAG_SUPPORTED_EXTENSIONS:
+                    self.logger.debug(f"Skipping unsupported file: {filename}")
                     continue
 
-                for i, chunk_text in enumerate(chunks):
-                    metadata = {
-                        "source_document_name": filename,
-                        "chunk_index": i,
-                        "full_location": f"{filename}, Chunk {i+1}" # User-friendly location string
-                    }
-                    doc = Document(page_content=chunk_text, metadata=metadata)
-                    all_docs_for_vectorstore.append(doc)
-                processed_files_this_build.append(filename)
-            else:
-                self.logger.warning(f"Could not extract text from {filename}. Skipping.")
+                self.logger.info(f"Processing source file: {filename}")
+                text_content = FAISS_RAG_SUPPORTED_EXTENSIONS[file_ext](file_path)
+
+                if text_content:
+                    chunks = text_splitter.split_text(text_content)
+                    if not chunks:
+                        self.logger.warning(f"No chunks generated from {filename}. Skipping.")
+                        continue
+
+                    for i, chunk_text in enumerate(chunks):
+                        metadata = {
+                            "source_document_name": filename,
+                            "chunk_index": i,
+                            "full_location": f"{filename}, Chunk {i+1}"
+                        }
+                        doc = Document(page_content=chunk_text, metadata=metadata)
+                        all_docs_for_vectorstore.append(doc)
+                    processed_files_this_build.append(filename)
+                else:
+                    self.logger.warning(f"Could not extract text from {filename}. Skipping.")
 
+        # --- Common logic from here ---
         if not all_docs_for_vectorstore:
-            raise ValueError(f"No processable documents found or no text extracted from files in '{source_folder_path}'. Cannot build index.")
+            raise ValueError(f"No processable documents found (from raw files or pre-chunked JSON) in '{source_folder_path}'. Cannot build index.")
 
         self.processed_source_files = processed_files_this_build
         self.logger.info(f"Created {len(all_docs_for_vectorstore)} Langchain Documents from {len(self.processed_source_files)} source files: {self.processed_source_files}")
@@ -245,13 +281,10 @@ class KnowledgeRAG:
         self.logger.info(f"Creating FAISS index with '{self.embedding_model_name}'...")
         try:
             self.vector_store = FAISS.from_documents(all_docs_for_vectorstore, self.embeddings)
-            # self.index_storage_dir is the parent dir, e.g. "faiss_storage"
-            # RAG_FAISS_INDEX_SUBDIR_NAME is "faiss_index"
             faiss_index_path = os.path.join(self.index_storage_dir, RAG_FAISS_INDEX_SUBDIR_NAME)
-            # os.makedirs(faiss_index_path, exist_ok=True) # Parent dir self.index_storage_dir is already created by __init__ or module-level
 
             self.vector_store.save_local(faiss_index_path)
-            self.logger.info(f"FAISS index built from source files and saved to '{faiss_index_path}'.")
+            self.logger.info(f"FAISS index built and saved to '{faiss_index_path}'.")
 
             self.retriever = FAISSRetrieverWithScore(vectorstore=self.vector_store, k=k)
             self.logger.info(f"Retriever initialized with default k={k}.")
@@ -286,7 +319,16 @@ class KnowledgeRAG:
                  with open(metadata_file, 'r') as f:
                      self.processed_source_files = json.load(f)
              else:
-                self.processed_source_files = ["Index Loaded (source file list not available from pre-built index)"]
+                # Check for a pre-chunked file to infer source files
+                pre_chunked_json_path = os.path.join(self.index_storage_dir, RAG_CHUNKED_SOURCES_FILENAME)
+                if os.path.exists(pre_chunked_json_path):
+                    with open(pre_chunked_json_path, 'r', encoding='utf-8') as f:
+                        chunk_data_list = json.load(f)
+                    source_filenames = sorted(list(set(d['metadata']['source_document_name'] for d in chunk_data_list if 'metadata' in d and 'source_document_name' in d['metadata'])))
+                    self.processed_source_files = source_filenames if source_filenames else ["Index loaded (source list unavailable)"]
+                else:
+                    self.processed_source_files = ["Index loaded (source list unavailable)"]
+
 
         except Exception as e:
              self.logger.error(f"Failed to load FAISS index from {faiss_index_path}: {e}", exc_info=True)
@@ -600,6 +642,7 @@ def initialize_and_get_rag_system(force_rebuild: bool = False) -> Optional[Knowl
             download_successful = download_and_unzip_gdrive_folder(GDRIVE_FOLDER_ID_OR_URL, RAG_SOURCES_DIR)
             if download_successful:
                 logger.info(f"Successfully populated sources from Google Drive into {RAG_SOURCES_DIR}.")
+                logger.info("IMPORTANT: Sources downloaded. If you haven't yet, run chunker.py or use the admin panel's rebuild button to process these new files.")
             else:
                 logger.error("Failed to download sources from Google Drive. RAG system will use local sources if available (or fail if RAG_SOURCES_DIR is empty).")
         else:
@@ -646,16 +689,19 @@ def initialize_and_get_rag_system(force_rebuild: bool = False) -> Optional[Knowl
                 logger.error(f"FAISS RAG: Error loading index from '{faiss_index_actual_path}': {e_load}. Will attempt to build from files in '{RAG_SOURCES_DIR}'.", exc_info=True)
 
         if not operation_successful:
-            logger.info(f"FAISS RAG: Building new index from files in '{RAG_SOURCES_DIR}' (Retriever K = {RAG_DEFAULT_RETRIEVER_K})...")
+            logger.info(f"FAISS RAG: Building new index from source data (preferring pre-chunked JSON) in '{RAG_SOURCES_DIR}' (Retriever K = {RAG_DEFAULT_RETRIEVER_K})...")
             try:
-                if not os.path.isdir(RAG_SOURCES_DIR) or not os.listdir(RAG_SOURCES_DIR):
-                    logger.error(f"FAISS RAG: Sources directory '{RAG_SOURCES_DIR}' not found or is empty. Cannot build index.")
+                # Check for sources (either raw or pre-chunked) before attempting build
+                pre_chunked_path = os.path.join(RAG_STORAGE_PARENT_DIR, RAG_CHUNKED_SOURCES_FILENAME)
+                if not os.path.exists(pre_chunked_path) and (not os.path.isdir(RAG_SOURCES_DIR) or not os.listdir(RAG_SOURCES_DIR)):
+                    logger.error(f"FAISS RAG: Neither pre-chunked JSON nor raw source files found. Cannot build index.")
+                    # Create dummy index to prevent repeated build attempts on startup.
                     os.makedirs(faiss_index_actual_path, exist_ok=True)
                     with open(os.path.join(faiss_index_actual_path, "index.faiss"), "w") as f_dummy: f_dummy.write("")
                     with open(os.path.join(faiss_index_actual_path, "index.pkl"), "w") as f_dummy: f_dummy.write("")
-                    logger.info("Created dummy index files as no sources were found to prevent repeated build attempts on startup.")
+                    logger.info("Created dummy index files to prevent repeated build attempts on startup.")
                     current_rag_instance.processed_source_files = ["No source files found to build index."]
-                    raise FileNotFoundError(f"Sources directory '{RAG_SOURCES_DIR}' is empty or not found after GDrive check (if enabled).")
+                    raise FileNotFoundError(f"Sources directory '{RAG_SOURCES_DIR}' is empty and no pre-chunked JSON found.")
 
 
                 current_rag_instance.build_index_from_source_files(
@@ -667,15 +713,15 @@ def initialize_and_get_rag_system(force_rebuild: bool = False) -> Optional[Knowl
                     json.dump(current_rag_instance.processed_source_files, f)
 
                 operation_successful = True
-                logger.info(f"FAISS RAG: Index built successfully from source files and saved.")
+                logger.info(f"FAISS RAG: Index built successfully from source data and saved.")
             except FileNotFoundError as e_fnf: 
-                logger.critical(f"FATAL: No source files found in '{RAG_SOURCES_DIR}' to build RAG index: {e_fnf}", exc_info=False)
+                logger.critical(f"FATAL: No source data found to build RAG index: {e_fnf}", exc_info=False)
                 return None 
             except ValueError as e_val: 
-                logger.critical(f"FATAL: No processable documents found in '{RAG_SOURCES_DIR}' to build RAG index: {e_val}", exc_info=False)
+                logger.critical(f"FATAL: No processable documents found to build RAG index: {e_val}", exc_info=False)
                 return None
             except Exception as e_build:
-                logger.critical(f"FATAL: Failed to build FAISS RAG index from source files: {e_build}", exc_info=True)
+                logger.critical(f"FATAL: Failed to build FAISS RAG index from source data: {e_build}", exc_info=True)
                 return None
 
         if operation_successful and current_rag_instance.vector_store:

postman_collection 2.json

@@ -0,0 +1,380 @@
+{
+	"info": {
+		"_postman_id": "a9e8c1b2-f3d4-4e5f-b6a7-c8d9e0f1a2b3",
+		"name": "NOW GE Web-Chat-Bot 2",
+		"description": "A comprehensive Postman collection for the Hybrid RAG Chatbot API. It includes endpoints for chat sessions, administrative controls, reporting, and general utilities.\n\n**Setup:**\n1. Import the collection.\n2. Go to the collection's 'Variables' tab.\n3. Ensure `baseUrl` points to your running Flask application (default: http://localhost:5000).\n4. Ensure the credential variables match your `.env` file.",
+		"schema": "https://schema.getpostman.com/json/collection/v2.1.0/collection.json"
+	},
+	"item": [
+		{
+			"name": "Core Chat Flow",
+			"description": "Contains the primary endpoints for a user's chat session.",
+			"item": [
+				{
+					"name": "1. Create Session",
+					"event": [
+						{
+							"listen": "test",
+							"script": {
+								"exec": [
+									"pm.test(\"Status code is 200 OK\", () => {",
+									"    pm.response.to.have.status(200);",
+									"});",
+									"",
+									"pm.test(\"Response body is valid JSON\", () => {",
+									"    pm.response.to.be.json;",
+									"});",
+									"",
+									"pm.test(\"Session ID is received and set as a collection variable\", () => {",
+									"    const jsonData = pm.response.json();",
+									"    pm.expect(jsonData.session_id).to.be.a('string').and.to.not.be.empty;",
+									"    pm.collectionVariables.set(\"sessionId\", jsonData.session_id);",
+									"    console.log(`Session ID set to: ${jsonData.session_id}`);",
+									"});"
+								],
+								"type": "text/javascript"
+							}
+						}
+					],
+					"request": {
+						"method": "POST",
+						"header": [],
+						"url": {
+							"raw": "{{baseUrl}}/create-session",
+							"host": [
+								"{{baseUrl}}"
+							],
+							"path": [
+								"create-session"
+							]
+						},
+						"description": "Initializes a new chat session on the server and returns a unique `session_id`. This ID is required for all subsequent requests in the chat flow and is automatically stored as a collection variable."
+					},
+					"response": []
+				},
+				{
+					"name": "2. Send Chat Message",
+					"event": [
+						{
+							"listen": "test",
+							"script": {
+								"exec": [
+									"pm.test(\"Status code is 200 OK\", () => {",
+									"    pm.response.to.have.status(200);",
+									"});",
+									"",
+									"pm.test(\"Response body is valid JSON\", () => {",
+									"    pm.response.to.be.json;",
+									"});",
+									"",
+									"pm.test(\"Response contains an 'answer' and a 'source'\", () => {",
+									"    const jsonData = pm.response.json();",
+									"    pm.expect(jsonData.answer).to.be.a('string');",
+									"    pm.expect(jsonData.source).to.be.a('string');",
+									"    pm.expect(jsonData.related_questions).to.be.an('array');",
+									"});"
+								],
+								"type": "text/javascript"
+							}
+						}
+					],
+					"request": {
+						"method": "POST",
+						"header": [],
+						"body": {
+							"mode": "raw",
+							"raw": "{\n    // The user's question to the chatbot.\n    \"query\": \"what is a class k fire?\",\n\n    // (Optional) The ID of the user, used for retrieving personalized answers.\n    \"user_id\": \"user_postman_007\",\n\n    // The session ID obtained from the 'Create Session' request.\n    \"session_id\": \"{{sessionId}}\"\n}",
+							"options": {
+								"raw": {
+									"language": "json"
+								}
+							}
+						},
+						"url": {
+							"raw": "{{baseUrl}}/chat-bot",
+							"host": [
+								"{{baseUrl}}"
+							],
+							"path": [
+								"chat-bot"
+							]
+						},
+						"description": "The main endpoint for interacting with the chatbot. It sends the user's query and the current session ID to get a response from the hybrid RAG system."
+					},
+					"response": []
+				},
+				{
+					"name": "3. Clear Session History",
+					"event": [
+						{
+							"listen": "test",
+							"script": {
+								"exec": [
+									"pm.test(\"Status code is 200 OK\", () => {",
+									"    pm.response.to.have.status(200);",
+									"});",
+									"",
+									"pm.test(\"Response confirms history was cleared\", () => {",
+									"    const jsonData = pm.response.json();",
+									"    pm.expect(jsonData.message).to.equal(\"History cleared\");",
+									"});"
+								],
+								"type": "text/javascript"
+							}
+						}
+					],
+					"request": {
+						"method": "POST",
+						"header": [],
+						"body": {
+							"mode": "raw",
+							"raw": "{\n    \"session_id\": \"{{sessionId}}\"\n}",
+							"options": {
+								"raw": {
+									"language": "json"
+								}
+							}
+						},
+						"url": {
+							"raw": "{{baseUrl}}/clear-history",
+							"host": [
+								"{{baseUrl}}"
+							],
+							"path": [
+								"clear-history"
+							]
+						},
+						"description": "Clears the conversation history for the current session on the server side. This allows for a fresh conversation context without needing to create a new session."
+					},
+					"response": []
+				}
+			]
+		},
+		{
+			"name": "Admin Endpoints",
+			"description": "Administrative endpoints for monitoring and managing the application's backend systems. All requests in this folder require Admin Basic Auth.",
+			"item": [
+				{
+					"name": "Get FAISS RAG Status",
+					"request": {
+						"method": "GET",
+						"header": [],
+						"url": {
+							"raw": "{{baseUrl}}/admin/faiss_rag_status",
+							"host": [
+								"{{baseUrl}}"
+							],
+							"path": [
+								"admin",
+								"faiss_rag_status"
+							]
+						},
+						"description": "Retrieves the current status of the FAISS RAG system, including the embedding model, LLM model, number of indexed vectors, and list of processed source files."
+					},
+					"response": []
+				},
+				{
+					"name": "Rebuild FAISS RAG Index",
+					"request": {
+						"method": "POST",
+						"header": [],
+						"url": {
+							"raw": "{{baseUrl}}/admin/rebuild_faiss_index",
+							"host": [
+								"{{baseUrl}}"
+							],
+							"path": [
+								"admin",
+								"rebuild_faiss_index"
+							]
+						},
+						"description": "Triggers a full, two-step rebuild of the FAISS knowledge base.\n\n1.  **Chunking:** Runs `chunker.py` to extract text from all documents in the `/sources` folder and saves the raw text and chunked JSON.\n2.  **Indexing:** Deletes the old FAISS index and builds a new one from the freshly chunked data.\n\n**Note:** This can be a long-running and resource-intensive process, depending on the number and size of source documents."
+					},
+					"response": []
+				},
+				{
+					"name": "Get Personal DB Status",
+					"request": {
+						"method": "GET",
+						"header": [],
+						"url": {
+							"raw": "{{baseUrl}}/db/status",
+							"host": [
+								"{{baseUrl}}"
+							],
+							"path": [
+								"db",
+								"status"
+							]
+						},
+						"description": "Checks the status of the `DatabaseMonitor`, which watches the `database.csv` file for real-time changes to provide personalized answers."
+					},
+					"response": []
+				}
+			],
+			"auth": {
+				"type": "basic",
+				"basic": [
+					{
+						"key": "password",
+						"value": "{{adminPassword}}",
+						"type": "string"
+					},
+					{
+						"key": "username",
+						"value": "{{adminUsername}}",
+						"type": "string"
+					}
+				]
+			}
+		},
+		{
+			"name": "Reporting",
+			"description": "Endpoints for generating and downloading reports. Requires special report credentials.",
+			"item": [
+				{
+					"name": "Download Chat History Report",
+					"event": [
+						{
+							"listen": "test",
+							"script": {
+								"exec": [
+									"pm.test(\"Status code is 200 (OK) or 404 (Not Found)\", () => {",
+									"    pm.expect(pm.response.code).to.be.oneOf([200, 404]);",
+									"});",
+									"",
+									"if (pm.response.code === 200) {",
+									"    pm.test(\"Content-Type header is text/csv\", () => {",
+									"        pm.response.to.have.header(\"Content-Type\", \"text/csv\");",
+									"    });",
+									"    pm.test(\"Content-Disposition header suggests a download\", () => {",
+									"        pm.expect(pm.response.headers.get('Content-Disposition')).to.include('attachment;');",
+									"    });",
+									"}"
+								],
+								"type": "text/javascript"
+							}
+						}
+					],
+					"request": {
+						"method": "GET",
+						"header": [],
+						"url": {
+							"raw": "{{baseUrl}}/report",
+							"host": [
+								"{{baseUrl}}"
+							],
+							"path": [
+								"report"
+							]
+						},
+						"description": "Downloads the complete chat history log (`chat_history.csv`) as a CSV file. This endpoint is protected by a different password than the other admin endpoints."
+					},
+					"response": []
+				}
+			],
+			"auth": {
+				"type": "basic",
+				"basic": [
+					{
+						"key": "password",
+						"value": "{{reportPassword}}",
+						"type": "string"
+					},
+					{
+						"key": "username",
+						"value": "{{adminUsername}}",
+						"type": "string"
+					}
+				]
+			}
+		},
+		{
+			"name": "Utility",
+			"description": "General application utility endpoints.",
+			"item": [
+				{
+					"name": "Get Version",
+					"event": [
+						{
+							"listen": "test",
+							"script": {
+								"exec": [
+									"pm.test(\"Status code is 200 OK\", () => {",
+									"    pm.response.to.have.status(200);",
+									"});",
+									"",
+									"pm.test(\"Response contains a 'version' string\", () => {",
+									"    const jsonData = pm.response.json();",
+									"    pm.expect(jsonData.version).to.be.a('string').and.to.not.be.empty;",
+									"});"
+								],
+								"type": "text/javascript"
+							}
+						}
+					],
+					"request": {
+						"method": "GET",
+						"header": [],
+						"url": {
+							"raw": "{{baseUrl}}/version",
+							"host": [
+								"{{baseUrl}}"
+							],
+							"path": [
+								"version"
+							]
+						},
+						"description": "Retrieves the current version string of the running application."
+					},
+					"response": []
+				},
+				{
+					"name": "Load Chat Interface (Index)",
+					"request": {
+						"method": "GET",
+						"header": [],
+						"url": {
+							"raw": "{{baseUrl}}/",
+							"host": [
+								"{{baseUrl}}"
+							],
+							"path": [
+								""
+							]
+						},
+						"description": "Accesses the root URL to load the `chat-bot.html` front-end interface, if it exists in the `templates` folder."
+					},
+					"response": []
+				}
+			]
+		}
+	],
+	"variable": [
+		{
+			"key": "baseUrl",
+			"value": "http://localhost:5000",
+			"description": "The base URL of the running Flask application. Change the port if necessary."
+		},
+		{
+			"key": "sessionId",
+			"value": "",
+			"description": "This variable is automatically populated by the '1. Create Session' request. Do not edit manually."
+		},
+		{
+			"key": "adminUsername",
+			"value": "fleetblox",
+			"description": "The username for accessing administrative endpoints."
+		},
+		{
+			"key": "adminPassword",
+			"value": "fleetblox",
+			"description": "The password for accessing administrative endpoints."
+		},
+		{
+			"key": "reportPassword",
+			"value": "e$$!@2213r423er31",
+			"description": "The specific password required for downloading the chat history report."
+		}
+	]
+}

requirements.txt

@@ -19,10 +19,11 @@ llama_index.llms.groq==0.3.1
 sentence_transformers==3.4.0
 gunicorn
 llama-index-embeddings-huggingface==0.5.4
-onnxruntime
-langchain-groq
+onnxruntime==1.22.0
+langchain-groq==0.3.2
 python-docx==1.1.2
 langchain_community==0.3.23
-requests
-gdown
+requests==2.32.3
+gdown==5.2.0
+pymupdf==1.25.5
 # must install https://aka.ms/vs/17/release/vc_redist.x64.exe

sources/AMO GE - Company Summary.txt

@@ -0,0 +1,102 @@
+AMO Green Energy Ltd
+A leading name in comprehensive fire safety solutions in Bangladesh. A sister concern of Noman Group, largest vertically integrated textile mills group in Bangladesh, highest exporter in all categories consecutively for 13 years and counting. We specialize in delivering�end-to-end fire protection and detection systems�from design and supply to installation, testing, commissioning, and maintenance.
+We are also the�authorized distributor of NAFFCO, a globally recognized brand from Dubai in fire protection equipment, allowing us to offer internationally certified products that meet the highest safety standards.
+Our mission is to be your�one-stop service provider for all fire safety needs, ensuring safety & reliability.
+
+Our products & services:
+1. Fire Fighting Equipment
+I. Fire Extinguishers
+II. Fire Hose Reel & Accessories
+III. Fire Hoses & Accessories
+IV. Fire Cabinets
+V. Valves and Riser Equipment
+VI. Fire Hydrants
+VII. Fire Blankets
+2. Fire Pump & controllers
+I. Fire Pump Products
+II. Pump House Unit
+III. Industrial Packaged Pumpset
+IV. Advanced Fire Pump Solutions
+3. Flood Control Solutions
+
+I. All-Terrain Flood Control Vehicle 
+II. Flood Rescue Truck
+III. Inflatable Flood Barrier Hose
+IV. Customized Water Pumps
+V. Water Rescue Drone
+
+4. Fire Doors
+
+I. Fire Rated Doors
+II. Glazing System
+III. Fire & Smoke Curtain
+IV. Blast Doors
+V. Security Doors
+VI. Security Doors
+VII. Rolling Shutters
+VIII. Access Doors
+
+5. Extra Low Voltage
+I. TRIGA
+6. Fire Protection system
+I. Gas Based System
+II. Aerosol System
+7. ELV Integrated System
+I. Security Systems
+II. ICT (Information & Communication Technology)
+III. Audio Visuals
+IV. Special systems
+8. Foam Equipment & Concentrates
+
+I. Foam Concentrates
+II. Foam Equipment  
+
+9. Smoke Management System
+I. Fans
+II. Fire Ducts & dampers    
+III. Natural Smoke Vents
+IV. Fire & Smoke Curtains 
+V. Starter Panels
+VI. Smoke Control stations
+VII. Smoke, CO & Nox Detectors
+VIII. Electrostatic Precitator
+IX. Solutions
+10. Training
+
+I. NFPA Training
+II. HSE Training
+III. Medical, First Aid
+IV. Firefighting Training Courses
+
+11. Safety & Rescue
+I. Firefighter Equipment
+II. Industrial 
+12. Safety Signs
+I. Evacuation Plan 
+II. Escape Route Signs
+III. Fire Fighting Equipment Signs 
+IV. Warning Signs
+V. Mandatory Signs
+VI. Prohibition Signs
+VII. Low Location Lighting
+VIII. Traffic Signs
+IX. Tunnel Signs
+X. Building Signs
+Clients of AMO Green Energy Ltd
+
+Our clients (Industrial):
+ BRB Cable Industries Ltd, Knit Plus Ltd, Paramount Textile Ltd, BRB VCV Tower, LIZ Complex Ltd, Nassa Knit Ltd, Nassa Basic Complex Ltd, MNC Apparels Ltd, Zaber & Zubair Fabrics Ltd, Nassa Spinners & Garments Ltd, Nassa Supreme Wash Ltd, Shah Fatehullah Textile Mills Limited, AJ Super Garments Ltd, Nassa Taipei Textile Mills Ltd, Noman Terry Towel Mills Ltd, Nassa Diamond, Nassa Taipei Denims Ltd, Toy Woods (BD) Co. Ltd, Nassa Super Garments Ltd, Nassa Super Wash Ltd, Agami Apparels Ltd. (Dekko Legacy Group), Dekko Designs Ltd. (Dekko Legacy Group), United Lube Oil Limited, Utah Fashions Limited, Utah knitting & Dyeing Ltd, Youngone Corporation, Sparkle Knit Composite Ltd, 
+Our Clients (Hospitals):
+United Hospital Limited, Dr. Fazlul Haque Colorectal Hospital Ltd, Nassa International Cancer & General Hospital Limited.
+Our Clients (Hotels):
+Bay Hills Hotel (Goldsands Group), IPCO Hotels Limited (United Group)
+
+Our Clients (Commercial):
+
+Unimart Limited-Gulshan (United Group), Unimart Limited-Sylhet (United Group)
+ Our Clients (Commercial-Aviation):
+
+Hangar - Dhaka Airport
+
+Contact information:
+Email: �[email protected] Phone: �+880 1781-469951 Website: ge-bd.com

sources/NAFFCO - IndustrialCatalog_Bangladesh.pdf

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+size 79209059

sources/NAFFCO Company Profile -2023.pdf

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+size 5914167

sources/NFPA 1, 2009 Edition.pdf

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sources/NFPA 10, 2010 Edition.pdf

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sources/NFPA 101, 2012 Edition.pdf

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+size 9578628

sources/NFPA 13, 2013 Edition.pdf

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+size 13409767

sources/NFPA 14, 2013 Edition.pdf

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sources/NFPA 20 -2019.pdf

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sources/NFPA 25, 2011 Edition.pdf

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sources/NFPA 72, 2013 Edition.pdf

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+oid sha256:5fe82f7c47789292120cf0d58310b80fbea825fa023fd94097437e50484c7528
+size 7331786

sources/Top Project List - AMO Green Energy Limited_Sep-2023.pdf

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+oid sha256:ace635420c562571a42ec95eab0ebd9958ac0a7f787dc0703241ea75c7cd5e15
+size 152910

templates/chat-bot.html

@@ -0,0 +1,431 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <title>Personal Assistant ChatBot</title>
+    <link href="https://fonts.googleapis.com/css?family=Roboto:400,500" rel="stylesheet">
+    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0/css/all.min.css">
+    <style>
+        :root {
+            --primary-color: #2c3e50;
+            --secondary-color: #3498db;
+            --bot-message-color: #f8f9fa;
+            --user-message-color: #e3f2fd;
+        }
+
+        body {
+            background-color: #f4f7f9;
+            font-family: 'Roboto', sans-serif;
+            margin: 0;
+            padding: 20px;
+        }
+
+        .chat-container {
+            max-width: 1000px;
+            height: 80vh;
+            margin: 30px auto;
+            background: rgba(255, 255, 255, 0.95);
+            backdrop-filter: blur(10px);
+            border-radius: 15px;
+            box-shadow: 0 8px 30px rgba(0,0,0,0.12);
+            display: flex;
+            flex-direction: column;
+            overflow: hidden;
+        }
+
+        .chat-header {
+            background: linear-gradient(135deg, var(--primary-color), var(--secondary-color));
+            color: #fff;
+            padding: 20px;
+            text-align: center;
+        }
+
+        .chat-header h2 {
+            margin: 0;
+            font-size: 24px;
+        }
+
+        /* Removed .user-info styles */
+
+        .chat-status {
+            background: #fff;
+            padding: 10px;
+            border-bottom: 1px solid #eee;
+        }
+
+        .connection-status {
+            display: flex;
+            align-items: center;
+            gap: 5px;
+            font-size: 14px;
+            color: #666;
+        }
+
+        .status-indicator {
+            width: 8px;
+            height: 8px;
+            background: #2ecc71;
+            border-radius: 50%;
+        }
+
+        /* Removed .login-form styles */
+        /* Removed .login-form input styles */
+        /* Removed .login-form button styles (partially, if .user-info button was different) */
+        /* Removed .subscription-dropdown styles */
+
+
+        .chat-messages {
+            flex: 1;
+            padding: 20px;
+            overflow-y: auto;
+            display: none; /* Will be set to block by JS */
+        }
+
+        .message {
+            margin-bottom: 20px;
+            display: flex;
+            align-items: flex-start;
+        }
+
+        .message.user .message-content {
+            background-color: var(--user-message-color);
+            margin-left: auto;
+            border-right: 4px solid var(--primary-color);
+        }
+
+        .message.bot .message-content {
+            background-color: var(--bot-message-color);
+            border-left: 4px solid var(--secondary-color);
+        }
+
+        .message-content {
+            max-width: 70%;
+            padding: 15px;
+            border-radius: 12px;
+            box-shadow: 0 2px 10px rgba(0,0,0,0.1);
+        }
+
+        .original-question {
+            font-weight: 500;
+            color: var(--secondary-color);
+            margin-bottom: 8px;
+        }
+
+        .confidence-indicator {
+            font-size: 12px;
+            color: #666;
+            margin-top: 8px;
+        }
+
+        .chat-input {
+            display: none; /* Will be set to flex by JS */
+            padding: 20px;
+            background: #fff;
+            border-top: 1px solid #eee;
+        }
+
+        .chat-input textarea {
+            flex: 1;
+            padding: 15px;
+            border: 2px solid #eee;
+            border-radius: 8px;
+            resize: none;
+            font-size: 16px;
+            margin-right: 10px;
+            min-height: 24px;
+            max-height: 150px;
+        }
+
+        .chat-input textarea:focus {
+            border-color: var(--secondary-color);
+            outline: none;
+        }
+
+        .chat-input button {
+            background-color: var(--secondary-color);
+            color: #fff;
+            border: none;
+            padding: 15px 25px;
+            border-radius: 8px;
+            cursor: pointer;
+            transition: background-color 0.3s;
+        }
+
+        .chat-input button:hover {
+            background-color: #2980b9;
+        }
+
+        .suggestions {
+            margin-top: 15px;
+            display: flex;
+            flex-wrap: wrap;
+            gap: 8px;
+        }
+
+        .suggestion-button {
+            background-color: #f8f9fa;
+            border: 1px solid #e9ecef;
+            padding: 8px 15px;
+            border-radius: 20px;
+            cursor: pointer;
+            font-size: 14px;
+            transition: all 0.3s;
+        }
+
+        .suggestion-button:hover {
+            background-color: var(--secondary-color);
+            color: #fff;
+        }
+
+        .message img {
+            max-width: 100%;
+            border-radius: 10px;
+            margin-top: 10px;
+        }
+
+        .typing-indicator {
+            display: flex;
+            padding: 15px;
+            gap: 4px;
+        }
+
+        .typing-indicator span {
+            height: 8px;
+            width: 8px;
+            background: var(--secondary-color);
+            border-radius: 50%;
+            animation: bounce 1.3s linear infinite;
+        }
+
+        @keyframes bounce {
+            0%, 60%, 100% { transform: translateY(0); }
+            30% { transform: translateY(-8px); }
+        }
+
+        /* .subscription-dropdown style was here, now removed */
+    </style>
+</head>
+<body>
+
+<div class="chat-container">
+    <div class="chat-header">
+        <h2>Personal Assistant ChatBot</h2>
+        <!-- Removed user-info div -->
+    </div>
+
+    <div class="chat-status">
+        <div class="connection-status">
+            <span class="status-indicator"></span>
+            <span class="status-text">Connected</span>
+        </div>
+    </div>
+
+    <!-- Removed login-form div -->
+
+    <div class="chat-messages" id="chat-messages"></div>
+    
+    <div class="chat-input">
+        <textarea id="user-input" placeholder="Type your message here..." rows="1"></textarea>
+        <button id="send-button"><i class="fas fa-paper-plane"></i></button>
+    </div>
+</div>
+
+<script src="https://cdn.jsdelivr.net/npm/axios/dist/axios.min.js"></script>
+<script src="https://unpkg.com/[email protected]/dist/autosize.min.js"></script>
+<script>
+    autosize(document.querySelectorAll('textarea'));
+
+    const sendButton = document.getElementById('send-button');
+    const userInput = document.getElementById('user-input');
+    const chatMessages = document.getElementById('chat-messages');
+    // const subscriptionDropdown = document.getElementById('subscription-dropdown'); // Removed
+    let currentUserId = null; // User ID will be null as login is removed
+    let sessionId = null;
+
+    async function initializeChat() {
+        try {
+            const sessionResponse = await axios.post('/create-session');
+            sessionId = sessionResponse.data.session_id;
+            console.log("Chat session initialized:", sessionId);
+
+            // Make chat visible now that session is created
+            document.getElementById('chat-messages').style.display = 'block';
+            document.querySelector('.chat-input').style.display = 'flex';
+            userInput.disabled = false;
+            sendButton.disabled = false;
+
+            loadChatHistory();
+        } catch (error) {
+            console.error('Error creating session:', error);
+            appendMessage('bot', 'Failed to initialize chat session. Please refresh the page.');
+            // Optionally disable input if session creation fails
+            userInput.disabled = true;
+            sendButton.disabled = true;
+        }
+    }
+
+    // Removed login() function
+    // Removed logout() function
+
+    async function clearHistory() {
+        if (!sessionId) {
+            alert('No active session to clear.');
+            return;
+        }
+
+        try {
+            await axios.post('/clear-history', { session_id: sessionId });
+            chatMessages.innerHTML = '';
+            appendMessage('bot', 'Chat history for this session has been cleared.'); // Provide feedback
+        } catch (error) {
+            console.error('Error clearing history:', error);
+            alert('Failed to clear history. Please try again.');
+        }
+    }
+
+    async function loadChatHistory() {
+        if (!sessionId) return; // Only check for sessionId
+
+        try {
+            const response = await axios.get(`/chat-history?session_id=${sessionId}&limit=10`);
+            const history = response.data.history;
+
+            chatMessages.innerHTML = ''; // Clear existing messages before loading history
+            history.forEach(entry => {
+                appendMessage('user', entry.query);
+                if (entry.response && entry.response.answer) { // Check if response and answer exist
+                    appendMessage('bot', entry.response.answer, entry.response.image_url);
+                } else if (entry.response && entry.response.message) { // Handle cases where it might be just a message
+                    appendMessage('bot', entry.response.message);
+                }
+            });
+        } catch (error) {
+            console.error('Error loading chat history:', error);
+            // appendMessage('bot', 'Could not load previous chat history.'); // Optional user feedback
+        }
+    }
+
+    function showTypingIndicator() {
+        const indicator = document.createElement('div');
+        indicator.className = 'typing-indicator';
+        indicator.innerHTML = `
+            <span></span>
+            <span style="animation-delay: 0.2s"></span>
+            <span style="animation-delay: 0.4s"></span>
+        `;
+        chatMessages.appendChild(indicator);
+        chatMessages.scrollTop = chatMessages.scrollHeight;
+    }
+
+    function hideTypingIndicator() {
+        const indicator = document.querySelector('.typing-indicator');
+        if (indicator) {
+            indicator.remove();
+        }
+    }
+
+    function appendMessage(sender, text, imageUrl = null, suggestions = []) {
+        const messageElement = document.createElement('div');
+        messageElement.classList.add('message', sender);
+
+        const messageContent = document.createElement('div');
+        messageContent.classList.add('message-content');
+        messageContent.innerHTML = text.replace(/(\\n|\r\n|\n|\r)/g, '<br>');
+
+        if (imageUrl) {
+            const imageElement = document.createElement('img');
+            imageElement.src = imageUrl;
+            messageContent.appendChild(imageElement);
+        }
+
+        if (suggestions.length > 0) {
+            const suggestionsContainer = document.createElement('div');
+            suggestionsContainer.classList.add('suggestions');
+
+            suggestions.forEach(suggestion => {
+                const button = document.createElement('button');
+                button.classList.add('suggestion-button');
+                button.textContent = suggestion.question;
+                button.addEventListener('click', function() {
+                    userInput.value = suggestion.question;
+                    sendMessage();
+                });
+                suggestionsContainer.appendChild(button);
+            });
+
+            messageContent.appendChild(suggestionsContainer);
+        }
+
+        messageElement.appendChild(messageContent);
+        chatMessages.appendChild(messageElement);
+        chatMessages.scrollTop = chatMessages.scrollHeight;
+    }
+
+    async function sendMessage() {
+        if (!sessionId) {
+            alert('Session not initialized. Please refresh the page.');
+            return;
+        }
+
+        const message = userInput.value.trim();
+        if (message === '') return;
+
+        appendMessage('user', message);
+        userInput.value = '';
+        autosize.update(userInput);
+
+        showTypingIndicator();
+
+        try {
+            const response = await axios.post('/chat-bot', {
+                query: message,
+                user_id: currentUserId, // Will be null
+                session_id: sessionId
+                // subscription field removed
+            });
+
+            hideTypingIndicator();
+            const data = response.data;
+
+            if (data.answer) {
+                let botMessage = data.answer;
+
+                if (data.original_question) {
+                    botMessage = `<div class="original-question">${data.original_question}</div>${botMessage}`;
+                }
+
+                if (data.confidence) {
+                    botMessage += `<div class="confidence-indicator">Confidence: ${Math.round(data.confidence)}%</div>`;
+                }
+
+                appendMessage('bot', botMessage, data.image_url);
+
+                if (data.related_questions && data.related_questions.length > 0) {
+                    appendMessage('bot', 'Related questions:', null, data.related_questions);
+                }
+            } else if (data.message) {
+                appendMessage('bot', data.message);
+                if (data.related_questions && data.related_questions.length > 0) { // Ensure this path also checks for suggestions
+                    appendMessage('bot', 'Similar questions:', null, data.related_questions);
+                }
+            }
+        } catch (error) {
+            hideTypingIndicator();
+            console.error('Error:', error);
+            appendMessage('bot', 'Sorry, there was an error processing your request. Please try again.');
+        }
+    }
+
+    sendButton.addEventListener('click', sendMessage);
+    userInput.addEventListener('keypress', function(e) {
+        if (e.key === 'Enter' && !e.shiftKey) {
+            e.preventDefault();
+            sendMessage();
+        }
+    });
+
+    // Initialize chat on page load
+    window.onload = initializeChat;
+</script>
+</body>
+</html>

templates/chat-bot_live.html

@@ -0,0 +1,463 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <title>Personal Assistant ChatBot</title>
+    <link href="https://fonts.googleapis.com/css?family=Roboto:400,500" rel="stylesheet">
+    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0/css/all.min.css">
+    <style>
+        :root {
+            --primary-color: #2c3e50;
+            --secondary-color: #3498db;
+            --bot-message-color: #f8f9fa;
+            --user-message-color: #e3f2fd;
+        }
+
+        body {
+            background-color: #f4f7f9;
+            font-family: 'Roboto', sans-serif;
+            margin: 0;
+            padding: 20px;
+        }
+
+        .chat-container {
+            max-width: 1000px;
+            height: 80vh;
+            margin: 30px auto;
+            background: rgba(255, 255, 255, 0.95);
+            backdrop-filter: blur(10px);
+            border-radius: 15px;
+            box-shadow: 0 8px 30px rgba(0,0,0,0.12);
+            display: flex;
+            flex-direction: column;
+            overflow: hidden;
+        }
+
+        .chat-header {
+            background: linear-gradient(135deg, var(--primary-color), var(--secondary-color));
+            color: #fff;
+            padding: 20px;
+            text-align: center;
+        }
+
+        .chat-header h2 {
+            margin: 0;
+            font-size: 24px;
+        }
+
+        .chat-status {
+            background: #fff;
+            padding: 10px;
+            border-bottom: 1px solid #eee;
+        }
+
+        .connection-status {
+            display: flex;
+            align-items: center;
+            gap: 5px;
+            font-size: 14px;
+            color: #666;
+        }
+
+        .status-indicator {
+            width: 8px;
+            height: 8px;
+            background: #2ecc71; /* Green for connected */
+            border-radius: 50%;
+        }
+        .status-indicator.error {
+            background: #e74c3c; /* Red for error */
+        }
+
+
+        .chat-messages {
+            flex: 1;
+            padding: 20px;
+            overflow-y: auto;
+            display: none; /* Will be set to block by JS */
+        }
+
+        .message {
+            margin-bottom: 20px;
+            display: flex;
+            align-items: flex-start;
+        }
+
+        .message.user .message-content {
+            background-color: var(--user-message-color);
+            margin-left: auto;
+            border-right: 4px solid var(--primary-color);
+        }
+
+        .message.bot .message-content {
+            background-color: var(--bot-message-color);
+            border-left: 4px solid var(--secondary-color);
+        }
+
+        .message-content {
+            max-width: 70%;
+            padding: 15px;
+            border-radius: 12px;
+            box-shadow: 0 2px 10px rgba(0,0,0,0.1);
+            word-wrap: break-word; /* Added for better text wrapping */
+        }
+
+        .original-question {
+            font-weight: 500;
+            color: var(--secondary-color);
+            margin-bottom: 8px;
+            padding: 5px;
+            background-color: #ecf0f1;
+            border-radius: 4px;
+            font-size: 0.9em;
+        }
+
+        .confidence-indicator {
+            font-size: 12px;
+            color: #666;
+            margin-top: 8px;
+        }
+
+        .chat-input {
+            display: none; /* Will be set to flex by JS */
+            padding: 20px;
+            background: #fff;
+            border-top: 1px solid #eee;
+        }
+
+        .chat-input textarea {
+            flex: 1;
+            padding: 15px;
+            border: 2px solid #eee;
+            border-radius: 8px;
+            resize: none;
+            font-size: 16px;
+            margin-right: 10px;
+            min-height: 24px; /* For single line initial state */
+            max-height: 150px; /* Limit growth */
+            line-height: 1.4; /* Improved readability */
+        }
+
+        .chat-input textarea:focus {
+            border-color: var(--secondary-color);
+            outline: none;
+        }
+
+        .chat-input button {
+            background-color: var(--secondary-color);
+            color: #fff;
+            border: none;
+            padding: 15px 25px;
+            border-radius: 8px;
+            cursor: pointer;
+            transition: background-color 0.3s;
+            display: flex; /* For icon centering */
+            align-items: center; /* For icon centering */
+            justify-content: center; /* For icon centering */
+        }
+
+        .chat-input button:hover {
+            background-color: #2980b9;
+        }
+        .chat-input button:disabled {
+            background-color: #bdc3c7;
+            cursor: not-allowed;
+        }
+
+        .suggestions {
+            margin-top: 15px;
+            display: flex;
+            flex-wrap: wrap;
+            gap: 8px;
+        }
+
+        .suggestion-button {
+            background-color: #f8f9fa;
+            border: 1px solid #e9ecef;
+            padding: 8px 15px;
+            border-radius: 20px;
+            cursor: pointer;
+            font-size: 14px;
+            transition: all 0.3s;
+        }
+
+        .suggestion-button:hover {
+            background-color: var(--secondary-color);
+            color: #fff;
+        }
+
+        .message img {
+            max-width: 100%;
+            border-radius: 10px;
+            margin-top: 10px;
+        }
+
+        .typing-indicator {
+            display: flex;
+            align-items: center; /* Vertically align items */
+            padding: 10px 15px; /* Adjusted padding */
+            gap: 4px;
+        }
+        .typing-indicator .bot-avatar { /* Optional: if you add an avatar */
+            width: 24px;
+            height: 24px;
+            background-color: var(--secondary-color);
+            border-radius: 50%;
+            margin-right: 8px;
+            /* Add an icon or image for the bot here if desired */
+        }
+
+        .typing-indicator span {
+            height: 8px;
+            width: 8px;
+            background: var(--secondary-color);
+            border-radius: 50%;
+            animation: bounce 1.3s linear infinite;
+        }
+
+        @keyframes bounce {
+            0%, 60%, 100% { transform: translateY(0); }
+            30% { transform: translateY(-8px); }
+        }
+
+    </style>
+</head>
+<body>
+
+<div class="chat-container">
+    <div class="chat-header">
+        <h2>Personal Assistant ChatBot</h2>
+    </div>
+
+    <div class="chat-status">
+        <div class="connection-status">
+            <span class="status-indicator" id="status-indicator"></span>
+            <span class="status-text" id="status-text">Connecting...</span>
+        </div>
+    </div>
+
+    <div class="chat-messages" id="chat-messages"></div>
+    
+    <div class="chat-input">
+        <textarea id="user-input" placeholder="Type your message here..." rows="1" disabled></textarea>
+        <button id="send-button" disabled><i class="fas fa-paper-plane"></i></button>
+    </div>
+</div>
+
+<script src="https://cdn.jsdelivr.net/npm/axios/dist/axios.min.js"></script>
+<script src="https://unpkg.com/[email protected]/dist/autosize.min.js"></script>
+<script>
+    autosize(document.querySelectorAll('textarea'));
+
+    const sendButton = document.getElementById('send-button');
+    const userInput = document.getElementById('user-input');
+    const chatMessages = document.getElementById('chat-messages');
+    const statusIndicator = document.getElementById('status-indicator');
+    const statusText = document.getElementById('status-text');
+
+    let currentUserId = null; 
+    let sessionId = null;
+    const API_BASE_URL = 'https://sakibahmed-random2345t6.hf.space'; // Your HF Spaces base URL
+
+    function updateStatus(connected, message = "Connected") {
+        if (connected) {
+            statusIndicator.classList.remove('error');
+            statusText.textContent = message;
+        } else {
+            statusIndicator.classList.add('error');
+            statusText.textContent = message;
+        }
+    }
+
+
+    async function initializeChat() {
+        updateStatus(false, "Connecting...");
+        try {
+            const sessionResponse = await axios.post(`${API_BASE_URL}/create-session`);
+            sessionId = sessionResponse.data.session_id;
+            console.log("Chat session initialized:", sessionId);
+
+            document.getElementById('chat-messages').style.display = 'block';
+            document.querySelector('.chat-input').style.display = 'flex';
+            userInput.disabled = false;
+            sendButton.disabled = false;
+            updateStatus(true, "Connected");
+
+            // loadChatHistory(); // Chat history loading is removed as the endpoint may not be available/needed
+        } catch (error) {
+            console.error('Error creating session:', error);
+            appendMessage('bot', 'Failed to initialize chat session. Please check your connection or refresh the page.');
+            userInput.disabled = true;
+            sendButton.disabled = true;
+            updateStatus(false, "Connection Failed");
+        }
+    }
+
+    // Chat history loading and clearing are removed as they might not be supported or needed
+    // when interacting with a public Hugging Face Space where state might be ephemeral
+    // or the endpoints /chat-history and /clear-history are not exposed/intended for client use.
+
+    function showTypingIndicator() {
+        // Check if an indicator already exists to prevent duplicates
+        if (document.querySelector('.typing-indicator')) return;
+
+        const indicator = document.createElement('div');
+        indicator.className = 'typing-indicator message bot'; // Added 'message bot' for styling consistency
+        indicator.innerHTML = `
+            <div class="message-content" style="background: transparent; box-shadow: none; padding: 5px 10px;">
+                <span style="animation-delay: 0s"></span>
+                <span style="animation-delay: 0.2s"></span>
+                <span style="animation-delay: 0.4s"></span>
+            </div>
+        `;
+        chatMessages.appendChild(indicator);
+        chatMessages.scrollTop = chatMessages.scrollHeight;
+    }
+
+    function hideTypingIndicator() {
+        const indicator = document.querySelector('.typing-indicator');
+        if (indicator) {
+            indicator.remove();
+        }
+    }
+
+    function escapeHtml(unsafe) {
+        if (typeof unsafe !== 'string') {
+            return unsafe; // Or handle as an error, or stringify
+        }
+        return unsafe
+             .replace(/&/g, "&")
+             .replace(/</g, "<")
+             .replace(/>/g, ">")
+             .replace(/"/g, """)
+             .replace(/'/g, "'");
+    }
+
+    function appendMessage(sender, text, imageUrl = null, suggestions = []) {
+        const messageElement = document.createElement('div');
+        messageElement.classList.add('message', sender);
+
+        const messageContent = document.createElement('div');
+        messageContent.classList.add('message-content');
+        
+        // Sanitize text before setting innerHTML if it might contain user-generated HTML-like structures
+        // or if you want to strictly display it as text.
+        // For bot messages, assuming they are safe or you handle HTML structure correctly.
+        let safeText = (sender === 'user') ? escapeHtml(text) : text;
+        messageContent.innerHTML = safeText.replace(/(\\n|\r\n|\n|\r)/g, '<br>');
+
+
+        if (imageUrl) {
+            const imageElement = document.createElement('img');
+            imageElement.src = imageUrl; // Make sure imageUrl is a full, valid URL
+            messageContent.appendChild(imageElement);
+        }
+
+        if (suggestions.length > 0) {
+            const suggestionsContainer = document.createElement('div');
+            suggestionsContainer.classList.add('suggestions');
+
+            suggestions.forEach(suggestion => {
+                const button = document.createElement('button');
+                button.classList.add('suggestion-button');
+                button.textContent = escapeHtml(suggestion.question); // Sanitize suggestion text
+                button.addEventListener('click', function() {
+                    userInput.value = suggestion.question; // No need to escape here, it's for input value
+                    sendMessage();
+                });
+                suggestionsContainer.appendChild(button);
+            });
+
+            messageContent.appendChild(suggestionsContainer);
+        }
+
+        messageElement.appendChild(messageContent);
+        chatMessages.appendChild(messageElement);
+        chatMessages.scrollTop = chatMessages.scrollHeight;
+    }
+
+    async function sendMessage() {
+        if (!sessionId) {
+            appendMessage('bot', 'Session not initialized. Please refresh the page.');
+            return;
+        }
+
+        const message = userInput.value.trim();
+        if (message === '') return;
+
+        appendMessage('user', message);
+        userInput.value = '';
+        autosize.update(userInput); // Recalculate textarea size
+
+        showTypingIndicator();
+        sendButton.disabled = true; // Disable send button during request
+
+        try {
+            const response = await axios.post(`${API_BASE_URL}/chat-bot`, {
+                query: message,
+                user_id: currentUserId, // Will be null
+                session_id: sessionId
+            });
+
+            hideTypingIndicator();
+            const data = response.data;
+
+            if (data.answer) {
+                let botMessageHtml = data.answer; // Assuming data.answer is safe HTML or markdown handled by server
+
+                // The original_question and confidence are now part of the styling or specific logic
+                // if (data.original_question) {
+                //     botMessageHtml = `<div class="original-question">${escapeHtml(data.original_question)}</div>${botMessageHtml}`;
+                // }
+                // if (data.confidence) {
+                //    botMessageHtml += `<div class="confidence-indicator">Confidence: ${Math.round(data.confidence)}%</div>`;
+                // }
+                
+                // If data.answer already contains these elements styled, no need to add them again.
+                // If not, and you want them, you'd add them here using escapeHtml for safety.
+
+                appendMessage('bot', botMessageHtml, data.image_url, data.related_questions || []);
+
+            } else if (data.message) { // Fallback for general messages from the bot
+                appendMessage('bot', data.message, null, data.related_questions || []);
+            } else if (data.error) {
+                appendMessage('bot', `Error: ${data.error}`);
+            } else {
+                appendMessage('bot', 'Received an unexpected response from the server.');
+            }
+        } catch (error) {
+            hideTypingIndicator();
+            console.error('Error sending message:', error);
+            let errorMessage = 'Sorry, there was an error processing your request.';
+            if (error.response) {
+                // Server responded with a status code out of 2xx range
+                console.error('Error data:', error.response.data);
+                console.error('Error status:', error.response.status);
+                if (error.response.data && error.response.data.error) {
+                    errorMessage = `Server error: ${error.response.data.error}`;
+                } else if (error.response.status === 429) {
+                    errorMessage = "Too many requests. Please wait a moment and try again.";
+                }
+            } else if (error.request) {
+                // Request was made but no response received
+                errorMessage = 'Could not connect to the server. Please check your internet connection.';
+            }
+            appendMessage('bot', errorMessage);
+            updateStatus(false, "Connection Issue");
+        } finally {
+            sendButton.disabled = false; // Re-enable send button
+        }
+    }
+
+    sendButton.addEventListener('click', sendMessage);
+    userInput.addEventListener('keypress', function(e) {
+        if (e.key === 'Enter' && !e.shiftKey) {
+            e.preventDefault();
+            sendMessage();
+        }
+    });
+
+    window.onload = initializeChat;
+</script>
+</body>
+</html>

text_extractions/AMO GE - Company Summary.txt.txt

@@ -0,0 +1,102 @@
+AMO Green Energy Ltd
+A leading name in comprehensive fire safety solutions in Bangladesh. A sister concern of Noman Group, largest vertically integrated textile mills group in Bangladesh, highest exporter in all categories consecutively for 13 years and counting. We specialize in deliveringend-to-end fire protection and detection systemsfrom design and supply to installation, testing, commissioning, and maintenance.
+We are also theauthorized distributor of NAFFCO, a globally recognized brand from Dubai in fire protection equipment, allowing us to offer internationally certified products that meet the highest safety standards.
+Our mission is to be yourone-stop service provider for all fire safety needs, ensuring safety & reliability.
+
+Our products & services:
+1. Fire Fighting Equipment
+I. Fire Extinguishers
+II. Fire Hose Reel & Accessories
+III. Fire Hoses & Accessories
+IV. Fire Cabinets
+V. Valves and Riser Equipment
+VI. Fire Hydrants
+VII. Fire Blankets
+2. Fire Pump & controllers
+I. Fire Pump Products
+II. Pump House Unit
+III. Industrial Packaged Pumpset
+IV. Advanced Fire Pump Solutions
+3. Flood Control Solutions
+
+I. All-Terrain Flood Control Vehicle 
+II. Flood Rescue Truck
+III. Inflatable Flood Barrier Hose
+IV. Customized Water Pumps
+V. Water Rescue Drone
+
+4. Fire Doors
+
+I. Fire Rated Doors
+II. Glazing System
+III. Fire & Smoke Curtain
+IV. Blast Doors
+V. Security Doors
+VI. Security Doors
+VII. Rolling Shutters
+VIII. Access Doors
+
+5. Extra Low Voltage
+I. TRIGA
+6. Fire Protection system
+I. Gas Based System
+II. Aerosol System
+7. ELV Integrated System
+I. Security Systems
+II. ICT (Information & Communication Technology)
+III. Audio Visuals
+IV. Special systems
+8. Foam Equipment & Concentrates
+
+I. Foam Concentrates
+II. Foam Equipment  
+
+9. Smoke Management System
+I. Fans
+II. Fire Ducts & dampers    
+III. Natural Smoke Vents
+IV. Fire & Smoke Curtains 
+V. Starter Panels
+VI. Smoke Control stations
+VII. Smoke, CO & Nox Detectors
+VIII. Electrostatic Precitator
+IX. Solutions
+10. Training
+
+I. NFPA Training
+II. HSE Training
+III. Medical, First Aid
+IV. Firefighting Training Courses
+
+11. Safety & Rescue
+I. Firefighter Equipment
+II. Industrial 
+12. Safety Signs
+I. Evacuation Plan 
+II. Escape Route Signs
+III. Fire Fighting Equipment Signs 
+IV. Warning Signs
+V. Mandatory Signs
+VI. Prohibition Signs
+VII. Low Location Lighting
+VIII. Traffic Signs
+IX. Tunnel Signs
+X. Building Signs
+Clients of AMO Green Energy Ltd
+
+Our clients (Industrial):
+ BRB Cable Industries Ltd, Knit Plus Ltd, Paramount Textile Ltd, BRB VCV Tower, LIZ Complex Ltd, Nassa Knit Ltd, Nassa Basic Complex Ltd, MNC Apparels Ltd, Zaber & Zubair Fabrics Ltd, Nassa Spinners & Garments Ltd, Nassa Supreme Wash Ltd, Shah Fatehullah Textile Mills Limited, AJ Super Garments Ltd, Nassa Taipei Textile Mills Ltd, Noman Terry Towel Mills Ltd, Nassa Diamond, Nassa Taipei Denims Ltd, Toy Woods (BD) Co. Ltd, Nassa Super Garments Ltd, Nassa Super Wash Ltd, Agami Apparels Ltd. (Dekko Legacy Group), Dekko Designs Ltd. (Dekko Legacy Group), United Lube Oil Limited, Utah Fashions Limited, Utah knitting & Dyeing Ltd, Youngone Corporation, Sparkle Knit Composite Ltd, 
+Our Clients (Hospitals):
+United Hospital Limited, Dr. Fazlul Haque Colorectal Hospital Ltd, Nassa International Cancer & General Hospital Limited.
+Our Clients (Hotels):
+Bay Hills Hotel (Goldsands Group), IPCO Hotels Limited (United Group)
+
+Our Clients (Commercial):
+
+Unimart Limited-Gulshan (United Group), Unimart Limited-Sylhet (United Group)
+ Our Clients (Commercial-Aviation):
+
+Hangar - Dhaka Airport
+
+Contact information:
+Email: [email protected] Phone: +880 1781-469951 Website: ge-bd.com

text_extractions/NAFFCO - IndustrialCatalog_Bangladesh.pdf.txt

@@ -0,0 +1,878 @@
+www.naffco.com
+1
+1
+INDUSTRIAL
+FIRE & LIFE 
+SAFETY
+SOLUTIONS
+www.naffco.com
+2
+NAFFCO was founded in Dubai, UAE to become the world’s leading producer and supplier of life safety solutions. By recognizing 
+the importance and convenience of having easy access to multiple safety services, we became specialized by offering 
+complete solutions under one roof for all types of high quality firefighting equipment, fire protection systems, fire alarms, 
+addressable emergency systems, security systems, custom-made vehicles such as fire trucks, ambulances, mobile 
+hospitals and airport rescue firefighting vehicles (ARFF).
+With the most talented and dedicated employees from around the world, NAFFCO has over 2,000 passionate engineers 
+and over 6.5 million square feet of manufacturing facilities. We are currently exporting to over 100 countries worldwide.
+NAFFCO manufactures UL, FM, BSI & Global Mark approved products in our facility in consistent with International Standards 
+UL-DQS, BSI certifies for the Quality Management System against ISO 9001. Our Environmental (ISO 45001) & Occupational 
+Health & Safety (OHSAS 18001) Management Systems have been certified by UL-DQS. Our Trucks & Vehicles division has 
+been assessed & certified for Quality Management System requirement for Aviation, Space & Defense organization (AS 
+9100) by UL-DQS. 
+Our success is driven by our passion to protect; our vision is to become the world’s number one provider of innovative 
+solutions in protecting life, environment and property.  
+AN INTRODUCTION TO NAFFCO
+www.naffco.com
+3
+Contents
+Engineering .......................................................................................................................................................................................... 5
+Products & System ..................................................................................................................................................................... 6
+Fire Alarm System ........................................................................................................................................................................ 12
+Fire & Gas Detection System ...................................................................................................................................... 14
+Building Management System .................................................................................................................................. 15
+Applications
+Power Plants & Sub Stations ................................................................................................................................................................ 18
+Oil Refineries & Storage ....................................................................................................................................................................... 19
+Petrochemical Plants ............................................................................................................................................................................. 20
+Jetty and Tanker Berth Areas .............................................................................................................................................................. 21
+Airport & Hangars ................................................................................................................................................................................... 22
+Mining ........................................................................................................................................................................................................ 23
+Industrial Storage Facilities ................................................................................................................................................................... 24
+All Categories of Process Industries .................................................................................................................................................. 25
+District Cooling & Sewage Treatment Plants ................................................................................................................................... 26
+Our Prestigious Clients ........................................................................................................................................................ 28
+Certificates & Approvals ..................................................................................................................................................... 31
+www.naffco.com
+4
+WHAT SETS 
+US APART?
+NAFFCO is dedicated to consistently providing high customer 
+satisfaction by rendering excellent services and top quality 
+products. Our attributes that set us apart from our competitors 
+as an industry leader
+www.naffco.com
+5
+Strong ‘Value Engineering’ with 
+“Code of Governance”
+NAFFCO focuses on value engineering that complies with 
+‘Code of Governance’ based on international standards.
+“Engineering Administration” for regional  
+channel partners
+Our ‘engineering administration’ is responsible for 
+nurturing existing channel partners and the development 
+of new ones to drive growth to our firm.
+A well-established network of regional sales 
+offices and channel partners across all markets
+NAFFCO has developed and maintained networks of 
+regional sales offices and channel partners to cater 
+customers’ needs across all markets as a competitive 
+advantage.
+All Products under one ‘Brand’
+NAFFCO “Umbrella Branding” makes our different 
+products easily identifiable for customers by grouping 
+them under one brand name.
+Strong ‘Technical Expertise’
+Our team takes an innovative approach combined with 
+top-notch expertise to produce first-class results each 
+and every time.
+Reliable support all along project cycle
+We support customers with knowledge, skills, tools and 
+techniques to a broad range of activities in order to meet 
+the requirements of their project.
+Complete System Packages
+Complete System Packages are offered by NAFFCO all 
+along with a service package starting from engineering 
+assistance to field start-up and periodic maintenance.
+Complete Project Management Process (PMP)
+A full project management solution is provided from initial 
+contact through design, engineering, installing to final 
+testing and commissioning.
+Total Turn-Key Solutions / Services
+NAFFCO provides a full complement of services and  
+turnkey solutions where our qualified team oversees all 
+phases of the project from planning and deploying  to 
+executing.
+UL/FM and other certifications
+Our products have been consistently certified by UL, FM, 
+and many recognized and respected certifications across 
+the globe to assure customer a product/service has been 
+objectively tested and conforms to the highest national 
+and international standards.
+Environmental Services
+NAFFCO products and services are designed to be 
+environmental friendly, with continuous development to 
+improve the current standards to reach greater 
+sustainability levels of a facility, secure it against potential 
+costly and life threatening hazards, consolidate the use of 
+valued resources critical to operations, and much more.
+Engineering
+www.naffco.com
+6
+PORTABLE FIRE EXTINGUISHERS
+NAFFCO manufactures an extensive range of quality portable 
+extinguishers including C0 2, Dry Powder, Clean Agent, Foam, 
+Water and Wet Chemical.
+A comprehensive range of Extinguishers 
+offering outstanding protection
+MOBILE FIRE EXTINGUISHERS
+NAFFCO mobile fire extinguishers are 
+manufactured to provide protection for 
+hazardous areas where the potential 
+for large fire exists.
+Applications: 
+• Paint Spray Booths
+• Offshore Platforms
+• Loading Racks
+• Fuel Storage areas
+• Airport
+• Manufacturing Operations
+• Manufacturing standard is  
+BS EN 1866 – 1:2007 
+and Kite Mark certified.
+www.naffco.com6
+Products &
+System
+
+www.naffco.com
+7
+HOSE REELS & CABINETS
+• Electrostatic powder coated steel 
+sheet & stainless steel brush/mirror 
+finish ensure a robust construction.
+• The NAFFCO Manufacturing Division  
+is capable of designing custom built 
+cabinets.
+• Hose reel cabinets and breeching inlet 
+cabinets are manufactured to comply 
+with BS 671-1 and BS5041-5 standards.
+• NAFFCO hose reels and cabinets can be 
+found in some of the most prestigious 
+properties across the Middle East and 
+throughout the world.
+FIRE HOSES & ACCESSORIES
+• NAFFCO Hoses & Accessories are manufactured 
+according to BS 6391 standards for Kitemark / LPCB &  
+UL 19,219 for UL approval
+• Industrial type hose racks are available
+• Hoses are designed for a range of  
+multipurpose applications. Compatible for wide range of 
+applications
+• All hoses are maintenance-free
+• Various lengths and types are available.
+• Couplings made from aluminum alloy, bronze,  
+gun metal and chrome finish are available.
+FIRE PUMPS
+• NAFFCO offers a wide range of fire pumps suitable for 
+various fire fighting applications.
+• NAFFCO fire pumps are calibrated  
+to specific client requirements to  
+ensure maximum performance.
+• In line to all industrial applicable  
+manufacturing standards
+VALVES & HYDRANTS
+• NAFFCO hydrants are designed to 
+meet BS14384 for Kitemark & LPCB.
+• Well lined production facility for custom 
+made fabrications, according to the 
+industrial specific needs
+• NAFFCO valves are manufactured to  
+comply with BS 5041-1 standards.
+• Different types of valves are available 
+in both threaded and flanged versions.
+www.naffco.com
+8
+FOAM SYSTEM/FOAM PUMPS
+• NAFFCO Foam concentrates, Bladder Tanks 
+and Ratio Controllers are UL listed.
+• The range includes Foam Bladder Tank 
+System, High Expansion Foam Generators, Water 
+Foam Monitors and Foam Proportioner, etc.
+• Wide range of listed products to match the requirements 
+of both commercial and industrial sector
+• Well oriented R&D to get updated with 
+the Industrial specific needs
+Threaded & Grooved Fittings
+• UL Listed & FM Approved threaded fittings for 
+fire-fighting and Chilled water applications. Available 
+in Malleable/Ductile Iron with Black or Galvanized 
+finish.
+• Ductile Iron Grooved fittings recommended for 
+fire-fighting/HVAC/Water applications.  
+Available in Red/Galvanized  
+finish.
+HDPE PIPING SYSTEM
+HIGH DENSITY POL YETHYLENE
+HDPE Pipes
+Manufactured in compliance with:  
+• AWWA C906 standard
+• ISO 4427 standard UL, FM 
+& WRAS approvals.
+• Effective solution for fire-  
+fighting (underground),  
+potable water, municipal, 
+industrial, marine and 
+agricultural applications.
+HDPE Fittings
+• FM & WRAS approved HDPE fittings. 
+Applicable in high/low pressure 
+applications.
+• Moulded and Segmented fittings.
+STEEL PIPING SYSTEM
+PIPES & FITTINGS
+Seamless & ERW Steel Pipes
+• Manufactured in accordance with 
+API/ASTM, BS, UL and FM 
+approvals.
+• Available in Hot Dipped 
+Galvanized, Black and Powder  
+coating finish.
+• Copper/Nickel/Alloy/Stainless  
+Pipes available for order also.
+
+www.naffco.com
+9
+FIRE SUPPRESSION SYSTEM
+• A fully-integrated state-of-the art detection System
+• Proven fire suppression technology for C0 2, HFC227ea 
+system, NAFFCOInert Gas system & NOVEC system
+• Design, manufacture, installation, maintenance and service 
+all from one company – NAFFCO
+CO2 SYSTEM INERT GAS SYSTEM
+HFC227ea SYSTEM NOVEC SYSTEM 
+
+www.naffco.com
+10
+NAFFCO STEEL DOORS
+Including: Fire Rated, Thermal Break, STC Rated, Louvers, Blast 
+Resistant, Bullet Proof, Security Doors and Rolling Shutters.
+• NAFFCO Steel Doors incorporate 
+the very  latest technological 
+advances in terms of fabrication, 
+construction and materials.
+• An extensive range of products, styles 
+and finishes ensures client requirements 
+can be met with complete confidence.
+ 
+WALL FACADE SOLUTION
+ROBUST FIRE PROTECTION WITH ELEGANCE
+NAFFCO provides FM and LPCB approved Rockwool 
+Sandwich Panels, a true alternative to conventional 
+solution for roof external wall & internal partition, with 
+fire rated solution & design benefits.
+It presents the ultimate combination of aesthetics, 
+design and function with all elements prefabricated and 
+manufactured with the latest technologies.
+SMOKE MANAGEMENT
+SMOKE EXTRACTION SOLUTIONS
+NAFFCO takes great pride in providing ultimate smoke control 
+solution for high rise buildings, malls, atriums, factories, stores, 
+and other occupancies.
+Our System consists of:
+• Fire Rated Fans
+• Fire Rated Ducts
+• Motorised Fire & Smoke 
+Dampers
+• Curtain Fire Dampers
+• Smoke Sensors
+• Smoke Vents
+• Smoke / Fire Curtains
+• Control Panels
+VENTILATION SYSTEM
+KEEPING ENVIRONMENT CLEAN
+NAFFCO provides full range of solutions for:
+• Commercial Ventilation
+• Domestic Ventilation
+• Natural Ventilation
+• Vents & Louvers
+ON-GOING RESEARCH AND DEVELOPMENT  
+ENSURES OPTIMUM SAFETY
+
+www.naffco.com
+11
+FIRE RESISTIVE PAINT
+Cementitious Paint
+NAFFCO’s UL approved Cementitious fire protection coating is 
+applied through a spray using special equipment to protect 
+structural steel or concrete from the effects of fire for a nominal  
+fire resistance period.
+The cement based fireproof coating has excellent physical 
+properties for interior/architectural uses and it can give up to 4 
+hours of fire protection.
+FIRE RESISTIVE PAINT
+Intumescent Paint
+Load-bearing capacity of steel decreases above 550°C. 
+Beam lose their strength to the extent that the structure 
+can suffer damage and if the worst happens, the structure 
+could collapse. 
+NAFFCO’s Intumescent paint coating start to swell at about 
+180-200 °C and forms a foam layer 
+which stops the critical  
+heating of steel.  
+It is available as 
+water and 
+solvent 
+based 
+paints.
+WALL FACADE SOLUTION
+ROBUST FIRE PROTECTION WITH ELEGANCE
+Profiled Sheet Cladding
+A wide range of profiled sheets are offered by NAFFCO 
+for roof and wall cladding to the designers and architects 
+for internal filings &   
+external cladding.
+These products are 
+designed to be appeased with high characteristics.
+Aluminum Composite Panels (ACP)-A2
+Aluminum composite panels (ACP)-A2, are frequently used for 
+façade cladding and are constructed as two layers of aluminum 
+covering, non-combustible 
+A2 core.
+The ACPs-A2 are 
+usually pre-manufactured 
+and bent into its final shape at 
+the building site.
+SAFETY & RESCUE EQUIPMENT
+NAFFCO provides high-quality personal protective equipment’s
+designed to save lives around the world. We are providing a full 
+range of safety products.
+• Fireman Gear
+• Rescue Equipments
+• Self-Contained  Breathing Apparatus
+• Chemical Protection
+• Fall Protection
+• Spill Protection
+• Thermal Imaging Camera
+• Personal Detectors   
+Ventilation & Fans
+• Eyewash and Shower
+
+www.naffco.com
+12
+ADDRESSABLE & CONVENTIONAL  
+FIRE DETECTION DEVICES
+Fire Alarm
+System
+VESDA SYSTEM PANEL & DEVICES
+• LINEAR HEAT DETECTION CABLE with CONTROLLER
+• PROBE TYPE HEAT DETECTOR 
+• EXPLOSION PROOF MANUAL CALL POINT
+• EXPLOSION PROOF SMOKE DETECTOR
+• EXPLOSION PROOF FLAME DETECTOR
+www.naffco.com12
+www.naffco.com
+13
+VOICE EVACUATION SYSTEM
+TYPES
+• SHIELD Master/Distributed Panel
+• Fire Phone Equipments
+• Fire Phone Storage Cabinet
+• Fire Fighter’s Portable Handset & Fire Fighter’s Jack
+• Speaker
+GAS DETECTORS with CONTROLLER & ACCESSORY ADDRESSABLE FIRE DETECTION SYSTEM
+PUBLIC ADDRESS & VOICE ALARM SYSTEMINTEGRATED FIRE ALARM & VOICE EVACUATION 
+SYSTEM ANSI/UL 864 9TH EDITION 
+ADDRESSABLE MODULES (Loop Powered)
+TYPES
+• Isolator Module
+• Mini Priority Switch  
+Monitor Module
+• Mini Switch Monitor Module
+• 120V AC Input/ 
+Output Module
+• Relay Output Module
+• Galvanic Isolator
+• Mini Monitor Module
+• Dual Priority Switch 
+Monitor Module
+• Switch Monitor Module
+• Switch Monitor Input/
+Output Module
+• Sounder Control Module
+• Zener Barrier
+ADDRESSABLE FIRE DETECTION System
+TYPES
+• OMEGA Addressable Fire Alarm Control Panel
+• OMEGA-X Addressable Fire Alarm Control Panel
+• OMEGA R
+ADDRESSABLE NOTIFICATION DEVICES
+TYPES
+• Open-Area Sounder Beacon
+• Open-Area Sounder
+• Sounder Beacon Base
+• Explosion Proof Sounders & Beacons
+• Explosion Proof Sirens
+
+www.naffco.com
+14
+Fire & Gas Detection System
+FIRE & GAS EXTINGUISHING
+FEATURES:
+The SI-90 system has been designed to meet the heaviest functional 
+reliability and availability requirements, particularly of the companies 
+that operate in the field of energy production and transformation, 
+where it shows excellent resistance to electromagnetic disturbances 
+and a continuous operability in difficult environmental conditions. 
+Its capacity is demonstrated the compliance with the requirements 
+of fault tolerance set by the International Standards IEC 61508, 
+and thanks to this compliance, it will soon obtain the level SIL3 
+(Safety Integrity Level 3) certified by a third party agency.
+In order to achieve this results, the panel has been manufactured 
+with some particular features:
+• Hot backup redundant CPU’s
+• Hot swap of all cards, including CPU’s, with automatic 
+reconfiguration
+• Redundant and looped communication bus  
+between cards and CPU’s
+• Periodical automatic testing of card inputs and outputs
+• Self-diagnostics and signaling of card and CPU fault
+• Automatic safety disabling of malfunctioning cards
+• CEI EN 50130-4 immunity requirements (EMC) widely 
+exceeded (IMQ report)
+• The cards of interface with devices can be redundant
+What is it?
+The panel SI-90 is a programmable PLC suitable for safety and 
+security installations with an high technological and economic content.
+What is useful for?
+With the SI-90 panel, fire & gas detection, intruder alarms and process 
+control System can be built in energy plants, in petrochemical 
+industries, naval, military and public installations.
+MULTI- FUNCTIONAL 
+INTELLIGENT SYSTEM
+How is it composed?
+Externally, the panel SI-90 is similar to a safety PLC; it is composed 
+by electronic cards mechanically compatible, which are inserted 
+in 19” racks. The panel SI-90 can have from 1 to 10 racks, each rack 
+has 13 card slots. Further to the versions customizable for clients, 
+the UL version has a case with 6 racks, while for the European 
+market, other 3 versions available: About 20 different cards can be 
+used, each dedicated to different functions such as re gating, gas 
+detection, intruder alarm, technological control and communication 
+with other System and/or panels.
+The SI-90 panel has a dedicated rack for the operator’s interface 
+and it is constituted by a big alphanumeric display, by a keyboard 
+and led indications to show the system status. 
+Each panel SI-90 has its own modular feeder and battery charger, 
+which allows the panel to work even without an external power supply.
+www.naffco.com
+15
+SAUTER stands for intelligent products and systems, for 
+effective and reliable control, regulation, monitoring and 
+operation of technical building equipment. Our solutions 
+are exactly coordinated with the needs of our customers 
+and local requirements. They deliver high quality, reliability 
+and extreme ease of use. Cutting-edge products in the 
+service of humanity: that is our philosophy.
+Our product portfolio includes:
+• The Modulo 5 automation system with the 
+greatest ease of use for secure and fast 
+equipment operation, native BACnet ®, integrated 
+web solutions, and parameterizable object for 
+nearly boundless application possibilities.
+• The Sauter Ecos series of automation system 
+is an easy home automation based energy 
+efficient solution which can be connected to KNX, 
+MBUS, Modbus, SMI without any gateway.
+• IOT based system  BMS system helps 
+in the connectivity for all the facilities 
+with the palm of your hands.
+• The BMR Automation station foe heating 
+and ventilation is simple to use, comes with 
+native BACnet ® and Internet access and 
+is configurable for all requirement.
+• Sauter vision center is a state of the art Monitoring 
+and controlling software wherein we get the 
+maintenance manager and facility manager built 
+in. Being an HTML5 system the sauter vision 
+center can be accessed via any mobile device.
+Our different product families mutually complement each 
+other. Old and new systems are compatible up to the third 
+generation. Our products “speak” standard protocols such 
+as BACnet ®, LonWorks ®, EIB or Modbus. Open interfaces 
+also make possible the integration of products and systems 
+from other manufacturer. 
+Building
+Management
+System
+www.naffco.com
+16
+
+www.naffco.com
+17
+FIREFIGHTING TRUCKS
+Wide array of firefighting vehicles ranging from municipal, industrial, rescue and rapid intervention 
+vehicles to support vehicles that go beyond just water and foam 
+carriers, dry powder units and trailers. NAFFCO Aerial Platforms 
+for firefighting and rescue can reach working 
+heights of 72m
+ARFF VEHICLES
+“FALCON” series lead NAFFCO complete range of airport 
+intervention vehicles. Designed and built to highest quality 
+standards ( Aerospace Standard AS9100) to meet and 
+exceed the performance demanded 
+by ICAO and NFPA 414.
+SPECIAL PURPOSE VEHICLES
+• Special operations require custom made vehicles.
+• Command, Hazmat, Decontamination, Mass 
+Casualty Support Vehicles and much more.
+AERIAL PLATFORMS
+Support Vehicles for Electric Sector
+• For distribution line maintenance insulated ANSI C up to 25 m.
+• For transmission line “bare hands “maintenance insulated 
+ANSI A for up to 65 m. Insulator  
+washers, lube, generator  
+trucks are  
+ 
+ 
+ 
+ 
+ 
+ 
+complementing  
+the electric sector vehicle range.
+MOBILE UNITS
+Mobile Hospitals & Mobile Clinics
+• Mainly used for providing healthcare in remote locations.
+• Truck Mounted, Semi-trailer, Fixed or Expandable bodies  
+& Converted Buses.
+• Other Applications: Command centers, training rooms, 
+workshops & many more.
+AMBULANCES
+Mobile Hospitals & Mobile Clinics
+• Certified ambulances produced to American  
+or European standards.
+• NAFFCO is part of Ford QVM program,  
+ertified CAAS GVS Ambulance. 
+• EN 1789:2007+A:2:2014 for type B; KKK-A-1822F for type II.
+WE CAN REACH YOU ANYWHERE...
+
+www.naffco.com
+18
+Power Plants & Sub Stations
+Power plants are the source of power generation. They extract heat 
+from fuel to convert water to steam, which rotates the turbines to 
+produce electricity.
+NAFFCO has installed exceptional products to prevent and protect 
+the power plants and Sub Stations from fire-related disasters. 
+CO₂ Gas Fire suppression System are installed to protect the steam 
+turbine enclosures in the event of a fire. UL listed ELV (extra low 
+voltage) fire protection solutions are used for fire detection and 
+notification.
+The lube oil sheds, fuel pumping stations, etc. are safeguarded by 
+the UL listed Foam Discharge devices (Type I, Type II). 
+Substations are an essential part of the electrical generation, 
+transmission and distribution process. 
+The switchgear room, considered the heart of the substation, is 
+protected by our high performance and portable CO₂ Fire 
+Extinguishers that possess UL Listed Certification. 
+The transformers section is safeguarded by our reliable water mist 
+system, also of UL Listed certification.
+• Fire Water Pumps
+• Fire Fighting
+• Water Spray System
+• Gas Suppression System  
+(IG, FM-200, CO₂ System)
+• Fire Alarm / Detection 
+• Foam System
+• Gas Detection System
+• Fire Hydrant Networks
+• Fire Trucks
+• Fire Doors
+• Pipes and Fittings  (HDPE, GRE)
+• Safety & Security Equipment
+
+www.naffco.com
+19
+Power Plants & Sub Stations
+ Oil Refineries & Storage
+Oil refineries are the locale of crude oil processing and refining. 
+These processes are done to obtain convenient products such as 
+Petroleum, Naphtha, Gasoline, Diesel, asphalt based products, 
+kerosene, LPG etc.
+Due to their importance, the oil refineries are safeguarded by 
+NAFFCO products of supreme quality with high effectiveness 
+against class B fires. 
+The NAFFCO Foam Dyke pourer is the primary protection 
+applied at the tank farm dyke areas. NAFFCO Foam Chambers 
+are utilized for the safety of both types of oil tanks, fixed and 
+floating roofs. 
+Secondary protection consists of NAFFCO’s Foam Master or 
+Foam Hand Hose line. These have proved to be outstanding in 
+the combat against spill fires.
+To prevent the fire from spreading to adjacent tanks, Medium 
+velocity water sprays are used to quell the fire and can avoid 
+major damage to the refinery .
+• Fire Water Pumps
+• Fire Fighting
+• Water Spray System
+• Gas Suppression System  
+(IG, FM-200, CO₂ System)
+• Fire Alarm / Detection 
+• Foam Systems
+• Gas Detection Systems
+• Fire Hydrant Networks
+• Fire Trucks
+• Fire Doors
+• Pipes and Fittings (HDPE, GRE)
+• Safety & Security Equipment
+
+www.naffco.com
+20
+Petrochemical Plants
+Petrochemical plants convert fossil fuels like petroleum into two 
+classes of components, olefins (ethylene and propylene) and 
+aromatics (benzene, toluene and xylene isomers) by the method 
+of fluid catalytic cracking. These components are then used to 
+make useful products for a wide range of applications and 
+industries. 
+These plants are especially dangerous due to their fossil fuel 
+storage and it is vital to provide exceptional fire protection to 
+them so as to prevent them from becoming a disaster.
+NAFFCO’S High Velocity water spray system along with the Wet 
+and Dry barrel Hydrants grant excellent protection to all sections 
+of the plant.
+• Fire Water Pumps
+• Fire Fighting
+• Water Spray System
+• Gas Suppression System  
+(IG, FM-200, CO₂ System)
+• Fire Alarm / Detection 
+• Foam System
+• Gas Detection System
+• Fire Hydrant Networks
+• Fire Trucks
+• Fire Doors
+• Pipes and Fittings  
+(HDPE, GRE)
+• Safety & Security  
+Equipment
+
+www.naffco.com
+21
+Jetty & Tanker Berth 
+Areas (Bunker T erminal)
+These areas are the location for the oil tankers to dock, and where the 
+loading and unloading is done.
+The biggest potential hazard in this situation could be the tanker 
+itself since it contains a huge amount fuel for the fire to cause 
+terrible damage. NAFFCO provides spectacular products and 
+solutions for these areas, to ensure the safety of the personnel and 
+impede fire hazards from turning into disasters.
+UL listed low level foam monitors & elevated foam monitors 
+can protect the entire tanker berth with their wide range 
+of fire suppression capabilities.
+• Fire Water Pumps
+• Fire Fighting
+• Fire Hydrants
+• Fire Alarm / Detection 
+• Elevated / Tower Monitors
+• Foam System
+• Fire Trucks
+• Safety & Security  
+Equipment  
+(Oil Spill Control)
+
+www.naffco.com
+22
+Airport & Hangars
+Airports have a lot of commuters and experience a great deal of 
+activity It is imperative that they be installed with products of 
+utmost reliability and exceptional quality. 
+The ceiling level protection of a hangar is provided by our quick 
+response Closed Head Sprinklers in association with High Expansion 
+Foam Discharge devices. 
+NAFFCO’s video image smoke and flame detectors render excellent 
+response in fire detection and cover a wide range, mainly above 
+and below the wing of the aircraft. The control rooms are being 
+protected by our impressive UL listed clean agent FM-200 system.
+• Fire Water Pumps
+• Fire Fighting
+• Fire Hydrants
+• Gas Suppression System  
+(IG, FM-200, CO₂ System)
+• Fire Alarm / Detection
+• Foam System
+• Foam Monitors
+• Safety & Security Equipment
+• Fire Trucks and
+•  Aircraft Rescue Vehicles
+
+www.naffco.com
+23
+Mining
+NAFFCO has comprehensive products and solutions for the mining 
+industry to deal with any type of fire hazard efficiently. Mining is 
+regarded as one of the most dangerous industries, and it is of 
+utmost importance that the personnel are supplied with the 
+appropriate equipment and utilities that guarantee their safety.
+The UL listed fire hydrants and water monitors have been 
+designed to be capable of protecting entire mining sites. The fire 
+safety equipment for the personnel like helmets, gloves, overalls 
+etc. have been manufactured to match and exceed kitemark, UL 
+Listing and other international standards.
+• Fire Water Pumps
+• Fire Fighting
+• Water Spray System
+• Gas Suppression System  
+(IG, FM-200, CO₂ System)
+• Fire Alarm/Detection 
+• Foam System
+• Gas Detection System
+• Fire Hydrant Networks
+• Fire Trucks
+• Fire Doors
+• Pipes and Fittings 
+(HDPE, GRE) 
+• Safety & Security Equipment
+
+www.naffco.com
+24
+Jetty & Tanker
+Berth Areas
+Industrial Storage Facilities
+(Warehouses)
+Although these facilities are necessary, they are a major fire 
+hazard and the smallest of snags could cause massive damage 
+to the facility as well as the surroundings. It is obvious that these 
+facilities need to be protected with the most high caliber and 
+dependable products, like the ones NAFFCO supply.
+The wide variety of the NAFFCO Sprinkler System, and the 
+extended range of each sprinkler, is capable of suppressing fire 
+swiftly and effectively.
+The smoke detector beams span great lengths and can detect 
+smoke or fire, even in obstructed places like rack storages, 
+palletized storages, etc.
+• Fire Water Pumps
+• Fire Fighting
+• Water Spray System
+• Gas Suppression System  
+(IG, FM-200,CO₂ System)
+• Fire Alarm / Detection 
+• Foam System
+• Gas Detection System
+• Fire Hydrant Networks
+• Fire Doors
+• Pipes and Fittings 
+(HDPE, GRE) 
+• Safety & Security 
+Equipment
+
+www.naffco.com
+25
+Industrial Storage Facilities
+(Warehouses)
+All Categories of
+Process Industries
+NAFFCO manufactures a vast range of firefighting equipment that consist of 
+internationally certified extinguishers, hoses, reels, valves, risers and fire 
+hydrants along with water-based, gas-based, foam-based, powder-based 
+and wet chemical fire suppression systems that repress and quell fires quickly.
+NAFFCO also manufactures fire detection System (Omega, infiNet, Legacy 
+series) with immensely dependable detectors, sensors and sounders to 
+identify and handle fires in the earliest of stages. All these products are 
+tested rigorously to ensure their quality is top-notch to provide optimal 
+safety and security across all platforms and structures.
+Desalination plants execute the process of obtaining 
+clean water from the salty ocean water, either by 
+reverse osmosis or by large scale distillation, for 
+potable or domestic use. NAFFCO has fixed splendid 
+products and solutions at these plants to combat and 
+quell fires effectively.
+The Wet barrel hydrant and its accessories are utilized 
+to provide optimal protection against fires. The oil 
+filled transformers are safe guarded by NAFFCO’s 
+High Velocity Spray nozzles that are in compliance 
+with the international safety standards.
+• Fire Water Pumps
+• Fire Fighting
+• Water Spray System
+• Gas Suppression 
+System  (IG, FM-200, 
+CO₂ System)
+• Fire Alarm/Detection 
+• Foam System
+• Gas Detection System
+• Fire Hydrant Networks
+• Fire Doors
+• Pipes and Fittings  
+(HDPE, GRE) 
+
+www.naffco.com
+26
+District Cooling & 
+Sewage Treatment 
+Plants
+The Closed Bulb sprinklers manufactured by NAFFCO can effectively protect 
+the AHU (Air Handling units) and cooling fans. The Extra Low voltage System 
+consisting of detectors, sensors and sounders are highly dependable for the 
+detection of different types of fires and notification at these mechanical 
+complexes.
+The control rooms have the UL listed gas suppression System to protect them 
+against fire out breaks. The machine towers in STPS are protected by NAFCCO’s UL 
+listed Landing valves & Duralex hoses. The process stations like chlorination 
+stations, water treatment stations etc. are offered protection by our high caliber 
+Fire Extinguishers and Hydrants.
+• Fire Water Pumps
+• Fire Fighting
+• Water Spray System
+• Gas Suppression System 
+(IG, FM-200, CO₂ System)
+• Fire Alarm / Detection 
+• Foam System
+• Gas Detection System
+• Fire Hydrant Networks
+• Pipes and Fittings 
+(HDPE, GRE)
+ 
+
+www.naffco.com
+27
+
+www.naffco.com
+28
+Our Prestigious Clients
+Bangladesh Power Development Board
+
+www.naffco.com
+29
+
+www.naffco.com
+30
+Our Prestigious Clients
+
+www.naffco.com
+31
+Certificates & Approvals
+Certificate of Registration
+QUALITY MANAGEMENT SYSTEM - ISO 9001:2015
+This is to certify that: National Fire Fighting
+Manufacturing Co Ltd
+Plot No. S10201
+Jebel Ali Free Zone South
+PO Box 17014
+Dubai
+United Arab Emirates
+Holds Certificate No: FM 615437
+and operates a Quality Management System which complies with the requirements of ISO 9001:2015 for the
+following scope:
+Design manufacturing of systems for firefighting, fire alarm, fire suppression, HFC 227 EA,
+CO2, inert gas, foam and powder fire protection system. Supply, installation and maintenance
+of systems for firefighting, fire alarm, fire pump, fire suppression, HFC 227 EA, CO2, inert gas,
+foam and powder fire protection system within UAE. Manufacturer of firefighting equipment’s
+such as fire extinguishers, cabinets, hydrants, emergency lights, fire pump set assemblies and
+hose reels. Sales of products as per scope globally.
+For and on behalf of BSI:
+Andrew Launn - EMEA Systems Certification Operations and
+Compliance Director
+Original Registration Date: 2007-02-27 Effective Date: 2017-05-24
+Latest Revision Date: 2017-06-18 Expiry Date: 2019-01-23
+Page: 1 of 2
+This certificate was issued electronically and remains the property of BSI and is bound by the conditions of contract.
+An electronic certificate can be authenticated online.
+Printed copies can be validated at www.bsi-global.com/ClientDirectory or telephone +971 (4) 3364917.
+Information and Contact: BSI, Kitemark Court, Davy Avenue, Knowlhill, Milton Keynes MK5 8PP. Tel: + 44 345 080 9000
+BSI Assurance UK Limited, registered in England under number 7805321 at 389 Chiswick High Road, London W4 4AL, UK.
+
+www.naffco.com
+32
+Serving Over 100 Countries in Fire Protection Systems
+NF-CA-IFS-U1219R-P0120A-BGD

text_extractions/NAFFCO Company Profile -2023.pdf.txt

@@ -0,0 +1,296 @@
+NAFFCO was founded in Dubai, UAE, to become the world’s leading producer and supplier 
+of life safety solutions. By recognizing the importance and convenience of having easy access 
+to multiple safety services, we became specialized in offering complete solutions under one 
+roof for all types of high quality firefighting equipment, fire protection systems, fire alarms, 
+addressable emergency systems, security systems, and custom-made vehicles such as fire trucks, 
+ambulances, mobile hospitals and Airport Rescue Firefighting (ARFF) Vehicles.
+An Introduction to
+NAFFCO GROUP
+3
+Passion to protect is more than just a slogan; it’s a way of life for NAFFCO. Keeping you safe 
+and your property secure is our business. With a global network spanning over 100 countries, 
+NAFFCO has been recognized as the unparalleled leader in fire safety. In recognition of our 
+outstanding growth and commitment to quality, we are a five-time recipient of the prestigious 
+“Mohammed Bin Rashid Al Maktoum Business Award, in the categories of “Excellence in 
+Manufacturing” & “Excellence in Exports.” 
+The Dubai Quality Appreciation Program also recognized NAFFCO in 2008, further 
+cementing our status as a renowned leader in fire protection solutions. Our highly skilled 
+engineering team is constantly designing, supplying, supervising and innovating areas of fire 
+safety technology to overcome even the most complex business challenges. 
+With your continued support and trust, NAFFCO is now poised to grow its international 
+network further. To that end, we appreciate your valued business and commitment to safety in 
+the workplace and look forward to serving you for decades to come.
+A Message from
+THE CEO
+ENG. KHALID AL KHATIB 
+Chief Executive Officer 
+NAFFCO GROUP 
+4
+NAFFCO’s vision is to be the world’s number one provider of innovative solutions  
+in protecting life, the environment, and property. At NAFFCO, we care about safety and are 
+focused on our mission to empower customers to secure lives, properties, and businesses. 
+Our vision is to deliver high quality and innovative fire protection solutions and knowledge using 
+world-class manufacturing.
+World-Class Solutions
+VISION & MISSION
+6
+OUR VALUES
+ 
+AWARDS
+2017 WINNER
+MANUFACTURING ACROSS GCC
+2005 WINNER
+EXPORTS
+2010 WINNER
+MANUFACTURING
+2006 WINNER
+MANUFACTURING
+2013 WINNER
+MANUFACTURING
+NAFFCO is a five-time recipient of the prestigious Mohammed bin Rashid Al Maktoum (MRM) 
+business award for excellence in Manufacturing and Export areas. 
+9
+Mohammed bin Rashid Al Maktoum Business Award Winner 2017 Manufacturing Category Across GCC
+All our products and management systems are certified by globally recognized certification 
+bodies such as BSI, UL, DQS, LPCB and FM. NAFFCO’s Trucks and Vehicles division has been 
+assessed and certified for its Quality Management System as an Aviation, Space, and Defense 
+organization (AS 9100) by UL-DQS. We have also been awarded Quality Management System 
+ISO 9001, certified by BSI and UL-DQS; Environmental (ISO 14001) and Occupational 
+Health and Safety (ISO 45001) Management Systems by UL-DQS; and the GC mark for being 
+a Trusted Product and Green Company.
+A Tradition of Excellence
+OUR ACCREDITATIONS
+10
+MEMBERSHIP/AFFILIATION
+PRODUCTS 
+CERTIFICATIONS
+NAFFCO FACILITY MANAGEMENT 
+SYSTEM CERTIFICATIONS
+NAFFCO VEHICLES MANAGEMENT 
+SYSTEM CERTIFICATION
+ACCREDITATIONS
+We specialize in full project management and operation, with the ability to provide support 
+services from inception through to ongoing maintenance. We aim to provide a complete  
+one-stop-shop service for our customers.
+Complete
+FIRE AND SAFETY SOLUTIONS 
+FROM ONE COMPANY
+12
+NAFFCO’s extensive experience of firefighting systems and application has been instrumental 
+in the establishment and rapid development of firefighting vehicles and products. Supported 
+by state-of-the-art technology and software, the division carries out extensive research and 
+development into optimum configurations for maximum space utilization, engine power 
+performance, on-road efficiency and safety/security features. We have a highly qualified and 
+experienced Research and Development (R&D) team that is committed to discovering the 
+latest technologies and trends, and incorporating them into our vehicles.
+A Passion & Eye for Detail
+DESIGN
+14
+With a 6.5 million sq ft high-tech manufacturing facility which incorporates CNC, welding, 
+and hydraulic shearing and bending machines; NAFFCO has a comprehensive machine shop 
+that can meet the needs of any production requirement.
+Commited to Our Craft
+MANUFACTURING
+18
+19
+NAFFCO offers a professional installation team for all projects, that incorporates both 
+highly qualified and experienced engineers and technicians who have extensive expertise in 
+advanced design installations.
+Quality with Integrity
+INSTALLATION
+22
+Ensuring that all works are carried out to the highest standards by a qualified and professional 
+workforce, NAFFCO offers regular quality maintenance checks on all projects. We provide 
+technical support and repairs, as well as offering test and cleaning services on a broad portfolio 
+of equipment and systems. 
+The Smart Way to Work
+MAINTENANCE
+24
+NAFFCO products are engineered for excellence and to meet the highest standards, 
+and are supported by full servicing, maintenance, and training options. With a separate 
+department dedicated to the maintenance of firefighting systems and equipment, our high 
+calibre engineers and technicians are available around the clock (24 hours) for emergency 
+requirements. We also undertake annual and half-yearly maintenance contracts, which ensure 
+the smooth functioning of your various firefighting systems and equipment throughout 
+the year.
+Customers First
+AFTERSALES
+26
+29
+NAFFCO is the leading educational provider of fire fighting training courses throughout 
+Dubai and MENA region.
+We provide wide range of fire safety training courses from fire warden training, fire marshal 
+training, fire risk assessment training, fire inspector training, to fire protection training courses.
+Empowering Your People
+TRAINING
+30
+32
+33
+With an enduring passion for safety and quality, NAFFCO has built a reputation for protecting 
+some of the most iconic and desirable locations throughout the UAE, including prestigious 
+projects in Dubai, Abu Dhabi, Sharjah, Ajman and Ras-Al-Khaimah.
+United Arab Emirates
+PRESTIGIOUS PROJECTS
+35
+36
+Burj Khalifa, Dubai, UAE
+37
+Museum of the Future, Dubai, UAE
+The Royal Atlantis Resort & Residences
+PROTECTED BY NAFFCO
+39
+40
+The Dubai Eye, Dubai, UAE
+
+41
+The Dubai Metro, Dubai, UAE
+42
+Dubai Expo 2020, Dubai, UAE
+43
+The Louvre, Abu Dhabi, UAE
+Midfield Terminal Complex
+Abu Dhabi, UAE
+PROTECTED BY NAFFCO
+45
+NAFFCO is extending its know-how in developing firefighting solutions internationally, taking 
+its expertise to several key global markets. We have established operations in over 100 countries 
+worldwide, including, Bahrain, Egypt, Kuwait, Oman, and the Kingdom of Saudi Arabia.
+International
+PRESTIGIOUS PROJECTS
+47
+King Abdullah Sports City National Stadium
+Jeddah, Saudi Arabia 
+PROTECTED BY NAFFCO
+49
+50
+Muscat Airport, Oman
+51
+Omantel Head Quarters, Oman
+Kempinski New Cairo, Egypt
+Al Hamra Towers, Kuwait
+The Nile Ritz Carlton, Egypt
+Quality
+is not AN ACT,
+IT IS A PASSION
+NAFFCO VEHICLES DIVISION
+Developing Vehicles Under Advanced 
+World-Class Manufacturing Facilities
+55
+56
+Aircraft Rescue Firefighting Vehicle FALCON 6
+57
+NAFFCO vehicles are engineered for maximum adaptability and reliability under a wide 
+range of operating conditions. Our extensive 25 years of experience has allowed for 
+rapid development of the trucks division, which is supported by our qualified R&D team, 
+who utilize the latest technologies and trends in the field. These powerful in-house resources 
+have enabled our engineers to create designs that ensure a reliable vehicle, both on and 
+off the road.
+Everyday Vehicles That Aren’t Everyday
+THE PASSIONATE PURSUIT 
+OF PERFECTION
+58
+Flood Rescue Vehicle
+Wide Range of Customized
+Medical & Rescue Vechicles
+WE CARE
+61
+Our mobile mass casualty unit is a unique resource that has the ability to instantly respond to 
+any disaster with up to six doctors and a full EMS team. It is fully equipped with a comprehensive 
+array of medical supplies, which allow treatment of up to 150 patients at any one time.
+Preparing for the Unexpected
+MASS CASUALTY UNIT
+63
+Our Search and Rescue Vehicle is a multipurpose unit intended to be used for the detection 
+and rescue of victims of natural disasters such as earthquakes, tsunamis, and hurricanes.  
+The Search and Rescue Vehicle is equipped with a unique 2-in-1 wireless seismic detector and 
+search camera, main onboard generator, portable backup generator with telescopic mast, and 
+mobile light systems to ensure high visibility during night interventions. It carries all of the 
+tools needed for the freeing of victims from concrete or metal structures, including but not 
+limited to, hydraulic-powered tools, concrete breakers, and pneumatic lifting bags.
+Always at the Ready
+SEARCH AND RESCUE VEHICLE
+65
+66
+Wide Range of Firefighting Gears 
+No Flame Too High
+FIREFIGHTING PERSONAL 
+PROTECTIVE EQUIPMENT
+ENSURE FIRE SAFETY – SAVE LIVES, SAVE PROPERTY
+NAFFCO manufactures and provides a full range of firefighting equipment to firefighters 
+around the world. All equipment has been developed in accordance with the industry’s 
+latest codes and standards, allowing firefighting teams to combat fires quickly and safely.
+67
+68
+Self Contained Breathing Apparatus
+To Breathe is to Live
+SHIELD 7000 SELF CONTAINED 
+BREATHING APPARATUS
+Specifically designed for fire fighting, the Shield 7000 Self-Contained Breathing Apparatus 
+adds the highest degree of safety and comfort to the wearer at the time when it is needed most. 
+It provides high resistance to flames and helps firefighters tackle whatever circumstances 
+they encounter much more confidently. The product has also been shown to be highly 
+resistant to flash fire tests as per the EN 137: 2006 standard.
+69
+70
+Wide Range of Firefighting Equipment
+NAFFCO provides all types of high-quality firefighting equipment, from fire extinguishers, 
+hoses and accessories, and reels and cabinets, through to valves and risers, fire hydrants, 
+and foam tanks.
+We Serve to Save 
+FIREFIGHTING EQUIPMENT
+71
+
+72
+UL/FM Certified Fire Pump
+73
+UL/FM Certified Fire Pump Controllers
+74
+Gas-based 
+EXTINGUISHING SYSTEMS
+75
+NAFFCO is the leading manufacturer of fire rated steel doors, access panels, glazed doors 
+& other innovative products that will ensure your safe egress in an emergency situation. 
+NAFFCO fire rated doors are designed and manufactured in accordance with internationally 
+recognized standards such as NFPA 80, SDI,  ANSI/UL 10B, ANSI/UL 10C, BS 476 Part 22, 
+CAN/ULC-S104, NAMM HMMA, AHJ & NFPA 252.
+NAFFCO has developed fire resistant aluminum composite cladding panels tested and certified 
+as per the highest international standards such as NFPA, EN and ASTM. NAFFCO’s cladding 
+panels are 100% locally made including homemade core to ensure superior quality of all 
+product aspects, suitable for skyscrapers, malls, theme parks, schools, hospitals, residentials, 
+commercial and industrial buildings.
+NAFFCO Fire Rated 
+DOORS & FIRE RATED 
+CLADDING PANELS
+
+Comprehensive Solutions
+EXTRA LOW VOLTAGE
+NAFFCO have designed our products to satisfy the extra low voltage requirements of our 
+customers while still enhancing the safety of their buildings. Our safety solutions include fire 
+detection and notification systems as well as battery-operated fire, smoke and gas detectors; 
+fire rated cables; fire alarms; and much more. 
+76
+77
+Fire Detection & Notification Systems
+Intelligent
+SECURITY & INTEGRATED SYSTEMS
+As a specialist solutions provider, NAFFCO offers across-the-board security, ICT and 
+audiovisual solutions. Our portfolio of products is designed to prevent, detect, and respond 
+to any incident.
+78
+79
+80
+Smoke Management Systems
+81
+Building Management Systems
+82
+Wide range of HDPE & Steel Pipe Products
+When Performance Matters
+NAFFCO FLOW CONTROL
+NAFFCO Flow Control provides a complete solution for construction projects, along with 
+customized system design and supply for unique projects.
+Continuously striving through its R&D to respond first to the ever-changing needs of the 
+market; our product portfolio offers a comprehensive, unique, and exclusive range of 
+innovative, efficient, and eco-friendly products.
+83
+NAFFCO…
+The present that precedes the future.

text_extractions/Top Project List - AMO Green Energy Limited_Sep-2023.pdf.txt

@@ -0,0 +1,182 @@
+Date: 17-08-24
+Phone: +88029850836
+Website: www.ge-bd.com
+SL. Project Type Project Name Location Scope of Works Order Placed on Project Status
+1 Hospital Dr. Fazlul Haque Colorectal Hospital Ltd.
+No of Floors: 14 Nos. Dhanmondi
+Fire Hydrant System, Sprinkler System, Fire Detection & 
+Alarm System & Fire Doors
+Pump Capacity: 1000 GPM @12 Bar
+(Diesel, Electrical & Jockey)
+Pipe Quantity: 1.7 Km (Approx.)
+January, 2021 Installation 
+Ongoing
+2 Industrial
+BRB Cable Industries Ltd. (Existing Building)
+1,400,000 sft (Approx)
+Kushtia
+Fire Hydrant System, Sprinkler System, Fire Detection & 
+Alarm System & Fire Doors
+Pump Capacity: 1250 GPM @10 bar 
+(Diesel, Electrical & Jockey)
+Pipe Quantity: 4.87 Km (Approx.)
+January, 2021 2022
+3 Industrial Knit Plus Ltd. Gazipur Fire Doors with Accessories February, 2021 2021
+4 Industrial
+BRB Cable Industries Ltd.
+(Extension Building)
+650,000 sft (Approx)
+Kushtia
+Fire Hydrant System
+Pipe Quantity: 2.56 km (Approx)
+May, 2021 2022
+5 Industrial Paramount Textile Ltd. Gazipur Fire Hydrant System Accessories and Fire Doors with 
+Accessories June, 2021 2021
+6 Industrial
+BRB VCV Tower
+(One of the Tallest Towers in Bangladesh)
+Height: 367'-0" 
+No of Floors: 17 Nos.
+Kushtia
+Fire Hydrant System, Sprinkler System Fire Detection & 
+Alarm System & Fire Doors
+Pump Capacity: 750 GPM @17 bar 
+(Diesel, Electrical & Jockey)
+Pipe Quantity: 3.5 Km (Approx.)
+November, 2021 2023
+7 Industrial BRB Extension Building and VCV Tower Kushtia Fire Safety Plan November, 2021
+8 Industrial LIZ Complex Ltd. Gazipur
+Fire Hydrant System and Fire Detection & Alarm System 
+Accessories
+Pump Capacity: 1250 GPM @10 Bar
+(Diesel, Electrical & Jockey)
+Pipe Quantity: 3.0 Km (Approx.)
+November, 2021 2023
+9 Industrial Nassa Knit Ltd. Tejgaon
+Fire Hydrant System and Fire Detection & Alarm System 
+Accessories
+Pump Capacity: 750 GPM @10 Bar
+(Diesel, Electrical & Jockey)
+Pipe Quantity: 1.5 Km (Approx.)
+November, 2021 2022
+10 Industrial Nassa Basic Complex Ltd. Savar Fire Detection & Alarm System November, 2021 2022
+11 Industrial MNC Apparels Ltd. Chattogram
+Fire Hydrant System, Fire Detection & Alarm System
+Pump Capacity: 1250 GPM @12 Bar
+(Diesel, Electrical & Jockey)
+Pipe Quantity: 3.5 Km (Approx.)
+February, 2022 2023
+12 Industrial Nassa Knit Ltd. Tejgaon
+Fire Hydrant System and Fire Detection & Alarm System 
+Accessories
+Pump Capacity: 750 GPM @10 Bar
+(Diesel, Electrical & Jockey)
+Pipe Quantity: 1.5 Km (Approx.)
+February, 2022 2022
+13 Industrial Zaber & Zubair Fabrics Ltd. - Fashion Tongi Fire Doors with Accessories April, 2022 2022
+14 Industrial Zaber & Zubair Fabrics Ltd. - Home Tongi Fire Doors with Accessories April, 2022 2022
+15 Industrial Nassa Spinners & Garments Ltd. Cumilla EPZ Fire Doors with Accessories May, 2022 2022
+16 Industrial Nassa Supreme Wash Ltd. Cumilla EPZ Fire Doors with Accessories May, 2022 2022
+17 Industrial Shah Fatehullah Textile Mills Limited Narayanganj
+Fire Hydrant System Fire Detection & Alarm System
+Pump Capacity: 750 GPM @10 Bar
+(Diesel, Electrical & Jockey)
+Pipe Quantity: 1.1 Km (Approx.)
+May, 2022 2022
+18 Industrial AJ Super Garments Ltd. Savar Fire Hydrant System June, 2022 Installation 
+Ongoing
+19 Commercial Unimart Limited (United Group)
+Location: Gulshan Gulshan Fire Hydrant System and Fire Detection & Alarm System 
+Accessories June, 2022 2023
+20 Industrial Nassa Taipei Textile Mills Ltd. Narayangonj Fire Doors with Accessories July, 2022 2022
+21 Industrial Nassa Knit Ltd. Tejgaon
+Fire Hydrant System and Fire Detection & Alarm System 
+Accessories
+Pump Capacity: 750 GPM @10 Bar
+(Diesel, Electrical & Jockey)
+Pipe Quantity: 1.5 Km (Approx.)
+August, 2022 2022
+22 Commercial Unimart Limited (United Group)
+Location: Sylhet Sylhet Fire Hydrant System and Fire Detection & Alarm System 
+Accessories August, 2022 2023
+Notable Projects of AMO Green Energy Limited
+Page 1 of 2
+Date: 17-08-24
+Phone: +88029850836
+Website: www.ge-bd.com
+SL. Project Type Project Name Location Scope of Works Order Placed on Project Status
+23 Industrial Nassa Super Garments Ltd. Savar Fire Curtain November, 2022 Order 
+Processed
+24 Industrial Nassa Super Wash Ltd. Savar Fire Curtain November, 2022 Order 
+Processed
+25 Industrial AJ Super Garments Ltd. Savar Fire Detection & Alarm System Accessories September, 2022 2022
+26 Industrial Nassa Basic Complex Ltd. Savar Fire Detection & Alarm System Accessories September, 2022 2022
+27 Industrial Noman Terry Towel Mills Ltd. Gazipur Fire Detection & Alarm System Accessories November, 2022 2022
+28 Hospital Nassa International Cancer & General Hospital 
+Limited Khilkhet Fire Safety Plan February, 2023 2023
+29 Industrial AJ Super Garments Ltd. Savar Fire Detection & Alarm System Accessories February, 2023 2023
+30 Industrial Nassa Diamond Gulshan Fire Detection & Alarm System Accessories February, 2023 2023
+31 Industrial Nassa Taipei Denims Ltd. Comilla Fire Hydrant System Accessories March, 2023 Order 
+Processed
+32 Industrial Utah Fashions Limited Gazipur Fire Hydrant System Accessories April, 2023 Installation 
+Ongoing
+33 Industrial Utah Fashions Limited Gazipur Fire Doors with Accessories April, 2023 Installation 
+Ongoing
+34 Industrial Utah Knitting & Dyeing Ltd Gazipur Fire Hydrant System Accessories, Fire Doors with 
+Accessories April, 2023 Order 
+Processed
+35 Industrial Toy Woods (BD) Co. Ltd (Nassa Group) Chittagong Fire Hydrant System Accessories, Fire Detection System 
+Accessories April, 2023 Order 
+Processed
+36 Hospital United Hospital Limited Gulshan Fire Hydrant System Accessories May, 2023 2023
+37 Industrial Paramount Textile Ltd. Gulshan Fire Doors with Accessories May, 2023 Order 
+Processed
+38 Industrial Liz Apparels Limited Gazipur Fire Doors with Accessories May, 2023 Order 
+Processed
+39 Industrial Nassa Super Garments Ltd. Savar Fire Doors with Accessories May, 2023 Order 
+Processed
+40 Industrial Nassa Super Wash Ltd. Savar Fire Doors with Accessories May, 2023 Order 
+Processed
+41 Commercial Hangar - Dhaka Airport Dhaka Airport Fire Hydrant System and Fire Detection & Alarm System 
+Accessories May, 2023 Order 
+Processed
+42 Commercial Hangar - Dhaka Airport Dhaka Airport Fire Hydrant System Accessories (Pipes) May, 2023 Order 
+Processed
+43 Hotel IPCO Hotels Limited (United Group) Kurmitola Fire Detection & Alarm System Accessories May, 2023 Order 
+Processed
+44 Industrial AJ Super Garments Ltd. Savar Fire Hydrant System June, 2023 2023
+45 Industrial AJ Super Garments Ltd. Savar Fire Detection & Alarm System Accessories July, 2023 2023
+46 Industrial Agami Apparels Ltd. (Dekko Legacy Group) Ashulia Fire Doors with Accessories July, 2023 Order 
+Processed
+47 Industrial Dekko Designs Ltd. (Dekko Legacy Group) Ashulia Fire Doors with Accessories July, 2023 Order 
+Processed
+48 Industrial United Lube Oil Limited Savar Fire Hydrant System and Fire Detection & Alarm System 
+Accessories July, 2023 Installation 
+Ongoing
+49 Industrial Zaber & Zubair Fabrics Ltd. - Fashion Tongi Fire Detection & Alarm System Accessories August, 2023 Order 
+Processed
+50 Industrial Utah Fashions Limited Gazipur Fire Hydrant System Accessories August, 2023 Order 
+Processed
+51 Industrial Noman Terry Towel Mills Ltd. Gazipur Fire Detection & Alarm System Accessories September, 2023 Order 
+Processed
+52 Hotel Bay Hills Hotel (Goldsands Group) Cox's Bazar Fire Hydrant System and Fire Detection & Alarm System 
+Accessories September, 2023 Order 
+Processed
+53 Industrial Noman Terry Towel Mills Ltd. Gazipur Fire Detection & Alarm System Accessories and Fire Doors 
+with Accessories November, 2023 Order 
+Processed
+54 Industrial Youngone Group Savar Fire Detection & Alarm System Accessories and Fire Doors 
+with Accessories March, 2024 Order 
+Processed
+55 Industrial Sparkle Knit Composite Ltd. Savar Fire Doors with Accessories March, 2024 Order 
+Processed
+56 Industrial AJ Super Garments Ltd. Savar Fire Damper July, 2024 Order 
+Processed
+57 Industrial Utah Fashions Limited Gazipur Fire Hydrant System Accessories, Fire Doors with 
+Accessories August, 2024 Order 
+Processed
+58 Industrial Utah Knitting & Dyeing Ltd Gazipur Fire Hydrant System Accessories, Fire Doors with 
+Accessories August, 2024 Order 
+Processed
+And many more…
+Page 2 of 2