added idsr check and updated gradio app

chatKenyaEMR.py

@@ -11,57 +11,55 @@ from langgraph.checkpoint.memory import MemorySaver
 # Initialize your graph and checkpointer once - eventually make this persistent
 memory = MemorySaver()
 
-import subprocess
-import socket
-
-def is_ollama_running(host="127.0.0.1", port=11434):
-    with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as sock:
-        return sock.connect_ex((host, port)) == 0
-
-if not is_ollama_running():
-    # Start ollama serve as a background process
-    subprocess.Popen(["ollama", "serve"])
-
 load_dotenv("config.env")
 os.environ.get("OPENAI_API_KEY")
 os.environ.get("LANGSMITH_API_KEY")
 
 from chatlib.state_types import AppState
 from chatlib.guidlines_rag_agent_li import rag_retrieve
-from chatlib.patient_sql_agent import sql_chain
+from chatlib.patient_all_data import sql_chain
+from chatlib.idsr_check import idsr_check
 
-tools = [rag_retrieve, sql_chain]
+tools = [rag_retrieve, sql_chain, idsr_check]
 llm = ChatOpenAI(temperature = 0.0, model="gpt-4o")
-llm_with_tools = llm.bind_tools([rag_retrieve, sql_chain])
+llm_with_tools = llm.bind_tools([rag_retrieve, sql_chain, idsr_check])
 
 # System message
 sys_msg = SystemMessage(content="""
-                        You are a helpful assistant tasked with helping clinicians
-                        meeting with patients. You have two tools available, 
-                        rag_retrieve to access information from HIV clinical guidelines,
-                        and sql_chain to access patient data. 
-
-                        In some cases, you may need to use both tools to answer a question.
-                        If you need to use both tools, first call rag_retrieve to get the relevant information,
-                        then call sql_chain to get the patient data, and finally combine the results
-                        to provide a complete answer. For example, if the question is about whether 
-                        a patient is on the correct treatment, you might first retrieve the treatment guidelines
-                        using rag_retrieve, then check the patient's treatment history using sql_chain.
-
-                        You must respond only with a JSON object specifying the tool to call and its arguments.
-                        Do not generate any SQL queries, results or answers yourself. Only the sql_chain
-                        tool should do that.
-                        When calling a tool, provide only the necessary fields required for that tool to run.
-                        Do not include the full state or raw query results in the tool call arguments.
-                        For example, include the question and pk_hash, but exclude the query or result.
-
-                        """
-                        )
+You are a helpful assistant supporting clinicians during patient visits. You have three tools:
+
+- rag_retrieve: to access HIV clinical guidelines
+- sql_chain: to query patient data from the SQL database
+- idsr_check: to check if the patient case description matches any known diseases
+
+There are three types of questions you may receive:
+1. Questions about patients (e.g., "When should this patient switch regimens?" or "What is their viral load history?")
+2. Questions about HIV clinical guidelines (e.g., "What are the latest guidelines for changing ART regimens?")
+3. Questions about disease identification based on patient case descriptions (e.g., "Should I be concerned about certain diseases with this patient?")
+
+When a clinician asks about patients, first use rag_retrieve to get relevant guideline context, then use sql_chain to query the patient's data, combining information as needed.
+
+When a clinician asks about guidelines, use rag_retrieve to provide the latest HIV clinical guidelines.
+
+When a clinician asks about disease identification, use idsr_check to match case descriptions against disease definitions.
+
+Respond only with a JSON object specifying the tool to call and its arguments, for example:
+{
+  "tool": "rag_retrieve",
+  "args": {"query": "latest ART regimen guidelines"}
+}
+
+Keep responses concise and focused. The clinician is a healthcare professional; do not suggest consulting one.
+
+If the clinician's question is unclear, ask for clarification.
+
+Do not include any text outside the JSON response.
+""")
 
 # Assistant Node
 def assistant(state: AppState) -> AppState:
-    conv = state["conversation"]
-    pk_hash = conv.get("pk_hash", None)
+
+    pk_hash = state.get("pk_hash", None)
 
     if pk_hash:
         pk_msg = SystemMessage(content=f"The patient identifier (pk_hash) is: {pk_hash}")
@@ -80,10 +78,8 @@ def assistant(state: AppState) -> AppState:
             break
 
     state['messages'] = state['messages'] + [new_message]
-    conv['question'] = latest_question
-    state['conversation'] = conv
+    state['question'] = latest_question
     return state
-    # return {**state, "messages": state['messages'] + [new_message], "question": latest_question}
 
 # Graph
 builder = StateGraph(AppState)
@@ -104,17 +100,13 @@ def chat_with_patient(question: str, pk_hash: str, thread_id: str = None):
         thread_id = str(uuid.uuid4())
 
     # Prepare input state with new user message and pk_hash
-    input_state: AppState = {
+    # initialize state with patient pk hash
+    input_state:AppState = {
         "messages": [HumanMessage(content=question)],
-        "conversation": {
-            "question": "",
-            "answer": "",
-            "pk_hash": pk_hash if pk_hash else None,
-        },
-        "query_data": {
-            "query": "",
-            "result": None,
-        }
+        "question": "",
+        "rag_result": "",
+        "answer": "",
+        "pk_hash": pk_hash
     }
 
     config = {"configurable": {"thread_id": thread_id, "user_id": thread_id}}
@@ -122,23 +114,36 @@ def chat_with_patient(question: str, pk_hash: str, thread_id: str = None):
     # Invoke the graph with persistent state
     output_state = react_graph.invoke(input_state, config)
 
+    for m in output_state['messages']:
+        m.pretty_print()
+
     # Extract assistant reply from messages
     assistant_message = output_state["messages"][-1].content
 
-    return assistant_message, thread_id
+    # extract message history for the thread
+    thread_messages = []
+    for msg in output_state['messages']:
+        if isinstance(msg, HumanMessage) or isinstance(msg, SystemMessage):
+            thread_messages.append({
+                "role": "user" if isinstance(msg, HumanMessage) else "system",
+                "content": msg.content
+            })
+
+    return assistant_message, thread_messages,  thread_id
 
 with gr.Blocks() as demo:
     question_input = gr.Textbox(label="Question")
     pk_hash_input = gr.Textbox(label="Patient pk_hash")
     thread_id_state = gr.State()  # to store thread_id between calls
     output_chat = gr.Textbox(label="Assistant Response")
+    output_message_history = gr.Textbox(label="Message History", max_lines=10)
 
     submit_btn = gr.Button("Ask")
 
     submit_btn.click(
         chat_with_patient,
         inputs=[question_input, pk_hash_input, thread_id_state],
-        outputs=[output_chat, thread_id_state],
+        outputs=[output_chat, output_message_history, thread_id_state],
     )
 
 demo.launch()

chatlib/guidlines_rag_agent_li.py

@@ -1,11 +1,13 @@
 from llama_index.core import StorageContext, load_index_from_storage
 from langchain_core.tools import tool
 from .state_types import AppState
+from langchain_openai import ChatOpenAI
+llm = ChatOpenAI(temperature = 0.0, model="gpt-4o")
 
 # Load index for retrieval
 storage_context = StorageContext.from_defaults(persist_dir="arv_metadata")
 index = load_index_from_storage(storage_context)
-retriever = index.as_retriever(similarity_top_k=5,
+retriever = index.as_retriever(similarity_top_k=3,
                                 # Similarity threshold for filtering
                                 similarity_threshold=0.5)
 
@@ -17,7 +19,20 @@ def rag_retrieve(state:AppState) -> AppState:
     user_prompt = state["question"]  # or whatever key holds the prompt
     sources = retriever.retrieve(user_prompt)
     retrieved_text = "\n\n".join([f"Source {i+1}: {source.text}" for i, source in enumerate(sources)])
-    state['rag_result'] = "RAG search results:" + retrieved_text
+    
+    summarization_prompt = (
+    "Summarize the following HIV/AIDS clinical guideline information concisely, "
+    "highlighting key points relevant to the clinician's question below:\n\n"
+    f"Question: {user_prompt}\n\n"
+    f"Guideline Text:\n{retrieved_text}"
+    )
+
+    # Call your LLM to generate the summary
+    summary_response = llm.invoke(summarization_prompt)
+
+    # Store the summary in state instead of full retrieved text
+    state['rag_result'] = summary_response.content
+
     return state
     # return {**state, "rag_result": "RAG search results for: " + retrieved_text}
 

chatlib/idsr_check.py

@@ -0,0 +1,139 @@
+from .state_types import AppState
+from langchain_openai import ChatOpenAI, OpenAIEmbeddings
+from langchain_community.vectorstores import FAISS
+from rapidfuzz import fuzz
+from langchain_core.documents import Document
+from langchain_core.tools import tool
+import json
+
+llm = ChatOpenAI(temperature = 0.0, model="gpt-4o")
+
+# load keywords from file
+with open("./guidance_docs/idsr_keywords.txt", "r", encoding="utf-8") as f:
+    keywords = [line.strip() for line in f if line.strip()]
+
+# load vectorstore
+vectorstore = FAISS.load_local("./guidance_docs/disease_vectorstore", OpenAIEmbeddings(), allow_dangerous_deserialization=True)
+
+# load tagged documents from JSON for keyword matching to document metadata
+with open("./guidance_docs/tagged_documents.json", "r", encoding="utf-8") as f:
+    doc_dicts = json.load(f)
+
+tagged_documents = [Document(**d) for d in doc_dicts]
+
+## Define helper functions
+
+# function to find keywords in a prompt
+def find_keywords_in_prompt(prompt, keywords, threshold=80):
+    """
+    Returns all keywords that appear in the prompt using fuzzy matching.
+    
+    Args:
+        prompt (str): The user prompt.
+        keywords (list): List of keywords to match.
+        threshold (int): Fuzzy match threshold (0-100).
+        
+    Returns:
+        list: Matched keywords.
+    """
+    prompt_lower = prompt.lower()
+    matched = []
+    for kw in keywords:
+        kw_lower = kw.lower()
+        # Use partial_ratio for substring-like matching
+        if fuzz.partial_ratio(kw_lower, prompt_lower) >= threshold:
+            matched.append(kw)
+    return matched
+
+# function to perform hybrid search combining semantic search and keyword matching
+def hybrid_search_with_query_keywords(query, vectorstore, documents, keyword_list, top_k=5, match_threshold=80):
+    # Step 1: Semantic search
+    semantic_hits = vectorstore.similarity_search(query, k=top_k)
+
+    # Step 2: Fuzzy match query → keywords
+    matched_keywords = find_keywords_in_prompt(query, keyword_list, threshold=match_threshold)
+    print(f"Matched keywords: {matched_keywords}")
+    # Step 3: Filter docs whose metadata has any of those keywords
+    keyword_hits = [
+        doc for doc in documents
+        if any(kw in doc.metadata.get("matched_keywords", []) for kw in matched_keywords)
+    ]
+
+    # print the metadata of documents hit by keyword_hits
+    for doc in keyword_hits:
+        print(f"Keyword hit document: {doc.metadata.get('disease_name', 'Unknown Disease')} - {doc.page_content[:100]}...")
+
+    # Step 4: Merge by unique content
+    merged = {doc.page_content: doc for doc in semantic_hits + keyword_hits}
+    return list(merged.values())
+
+# Main function to perform the IDSR check
+@tool
+def idsr_check(state: AppState) -> AppState:
+    """
+    Perform hybrid search combining semantic search and keyword matching.
+    
+    Args:
+        state (AppState): Application state containing the query.
+        
+    Returns:
+        AppState: Updated state with search results.
+    """
+    query = state.get("question", "")
+
+    # Perform hybrid search
+    results = hybrid_search_with_query_keywords(query, vectorstore, tagged_documents, keywords)
+
+    # Now let's query the LLM to identify if any of these results are relevant to the patient condition described in the query
+    if not results:
+        state['answer'] = "No relevant disease information found."
+        return state
+    
+    # Prepare prompt for the LLM
+    prompt = """
+    You are a medical assistant reviewing a brief clinical case to help identify which diseases the patient may plausibly have. You have access to several disease definitions.
+
+    Your task is as follows:
+    1. Carefully compare the case description to each disease definition.
+    2. If a disease seems like a possible match based on the available information, list it and explain why.
+    3. If no disease clearly matches, say: "No strong match found."
+    4. If some critical information is missing, you may ask clarifying questions — but only once.
+    5. After asking clarifying questions, proceed with an assessment anyway based on what is already available.
+
+    Respond in this format:
+
+    Case:
+    {case_description}
+
+    Diseases:
+    {disease_definitions}
+
+    Your response should follow this format:
+
+    Likely matches:
+    - Disease Name: [Likely] – Reason
+    - Disease Name: [Likely] – Reason
+    (Only include diseases that clearly fit based on the information.)
+
+    If none:
+    - No strong match found.
+
+    Clarifying questions (optional, only if needed):
+    - Question 1
+    - Question 2
+
+    At the end, always give a brief recommendation like:
+    - Recommendation: "Suggest monitoring for the listed conditions." OR "No disease meets criteria based on current data — suggest gathering additional history on [x, y, z]."
+    """
+
+
+    # Call the LLM to generate the answer, passing the case description and disease definitions
+    case_description = query
+    disease_definitions = "\n\n".join([f"{doc.metadata.get('disease_name', 'Unknown Disease')}:\n{doc.page_content}" for doc in results])   
+    prompt = prompt.format(case_description=case_description, disease_definitions=disease_definitions)
+    llm_response = llm.invoke(prompt)   
+
+    # Update state with results
+    # state['results'] = results
+    state['answer'] = llm_response.content.strip() if llm_response else "No relevant disease information found."
+    return state

chatlib/patient_all_data.py

@@ -4,6 +4,9 @@ import pandas as pd
 from langchain_openai import ChatOpenAI
 llm = ChatOpenAI(temperature = 0.0, model="gpt-4o")
 
+# from langchain_ollama.chat_models import ChatOllama
+# local_llm = ChatOllama(model="mistral:latest", temperature=0)
+
 from .state_types import AppState
 
 # Define the SQL query tool
@@ -57,6 +60,7 @@ def sql_chain(state: AppState) -> AppState:
         return "\n".join(summaries)
 
     visits_summary = summarize_visits(visits_data)
+
     print(visits_summary)
 
     cursor.execute("SELECT * FROM pharmacy WHERE PatientPKHash = :pk_hash", {"pk_hash": pk_hash})
@@ -83,6 +87,7 @@ def sql_chain(state: AppState) -> AppState:
         return "\n".join(summaries)
 
     pharmacy_summary = summarize_pharmacy(pharmacy_data)
+
     print(pharmacy_summary)
 
     cursor.execute("SELECT * FROM lab WHERE PatientPKHash = :pk_hash", {"pk_hash": pk_hash})
@@ -105,6 +110,7 @@ def sql_chain(state: AppState) -> AppState:
         return "\n".join(summaries)
 
     lab_summary = summarize_lab(lab_data)
+
     print(lab_summary)
 
     cursor.execute("SELECT * FROM demographics WHERE PatientPKHash = :pk_hash", {"pk_hash": pk_hash})
@@ -122,19 +128,18 @@ def sql_chain(state: AppState) -> AppState:
         
         row = df.iloc[0]
         summary = (
-            f"Sex: {safe(row['Sex'].values[0])}\n"
-            f"MaritalStatus: {safe(row['MaritalStatus'].values[0])}\n"
-            f"EducationLevel: {safe(row['EducationLevel'].values[0])}\n"
-            f"Occupation: {safe(row['Occupation'].values[0])}\n"
-            f"OnIPT: {safe(row['OnIPT'].values[0])}\n"
-            f"ARTOutcomeDescription: {safe(row['ARTOutcomeDescription'].values[0])}\n"
-            f"StartARTDate: {safe(row['StartARTDate'].values[0])}\n"
-            f"Date Of Birth: {safe(row['DOB'].values[0])}"
+            f"Sex: {safe(row['Sex'])}\n"
+            f"MaritalStatus: {safe(row['MaritalStatus'])}\n"
+            f"EducationLevel: {safe(row['EducationLevel'])}\n"
+            f"Occupation: {safe(row['Occupation'])}\n"
+            f"OnIPT: {safe(row['OnIPT'])}\n"
+            f"ARTOutcomeDescription: {safe(row['ARTOutcomeDescription'])}\n"
+            f"StartARTDate: {safe(row['StartARTDate'])}\n"
+            f"Date Of Birth: {safe(row['DOB'])}"
         )
         return summary
     
     demographic_summary = summarize_demographics(demographic_data)
-    print(demographic_summary)
 
     # cursor.execute("SELECT * FROM data_dictionary")
     # rows = cursor.fetchall()
@@ -143,20 +148,20 @@ def sql_chain(state: AppState) -> AppState:
     conn.close()
 
     prompt = (
-        "Given the following user question, contextual clinical guidance, "
-        "patient clinical data, patient lab data, patient pharmacy data, "
-        "patient demographic data, answer the user question. "
-        "Try to answer based on the provided data."
-        "If there is essential patient information missing without which you cannot answer, "
-        "do not provide an answer and instead explain what information is missing. \n\n"
-        f'Question: {state["question"]}\n'
-        f'Context: {state.get("rag_result", "No guidelines provided.")}\n'
-        f'Patient Clinical Visits: {visits_summary}\n'
-        f'Patient Pharmacy Data: {pharmacy_summary}\n'
-        f'Patient Lab Data: {lab_summary}\n'
-        f'Patient Demographic Data: {demographic_summary}\n'
-        # f'Data Dictionary: {data_dictionary}\n'
+        "You are a clinical assistant. Given the user question, clinical guideline context, "
+        "and summarized patient data below, answer the question accurately and concisely. "
+        "Only use the provided data; do not guess or hallucinate. "
+        "If essential patient information is missing, explain what is missing instead of guessing. "
+        "Please answer in no more than 100 words. \n\n"
+        f"Question: {state['question']}\n"
+        f"Guideline Context: {state.get('rag_result', 'No guidelines provided.')}\n"
+        f"Clinical Visits Summary:\n{visits_summary}\n"
+        f"Pharmacy Summary:\n{pharmacy_summary}\n"
+        f"Lab Summary:\n{lab_summary}\n"
+        f"Demographic Summary:\n{demographic_summary}\n"
     )
+    print("Prompt length (chars):", len(prompt))
+
     response = llm.invoke(prompt)
     state["answer"] = response.content
     return state

create_textrag.ipynb

@@ -0,0 +1,2174 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "1d13fafe",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: jpeg error: Not a JPEG file: starts with 0xef 0xbf\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: jpeg error: Not a JPEG file: starts with 0xef 0xbf\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: jpeg error: Not a JPEG file: starts with 0xef 0xbf\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: jpeg error: Not a JPEG file: starts with 0xef 0xbf\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: jpeg error: Not a JPEG file: starts with 0xef 0xbf\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: jpeg error: Not a JPEG file: starts with 0xef 0xbf\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: jpeg error: Not a JPEG file: starts with 0xef 0xbf\n",
+      "\n",
+      "MuPDF error: library error: jpeg error: Not a JPEG file: starts with 0xef 0xbf\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: jpeg error: Not a JPEG file: starts with 0xef 0xbf\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: jpeg error: Not a JPEG file: starts with 0xef 0xbf\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n",
+      "MuPDF error: library error: zlib error: incorrect header check\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "from langchain_community.document_loaders.parsers import TesseractBlobParser\n",
+    "from langchain_community.document_loaders import PyMuPDFLoader\n",
+    "\n",
+    "loader = PyMuPDFLoader(\n",
+    "    \"./guidance_docs/Kenya-ARV-Guidelines-2022-Final-1.pdf\",\n",
+    "    mode=\"page\",\n",
+    "    extract_tables=\"markdown\",  # or \"html\", \"csv\"\n",
+    "    images_inner_format=\"html-img\",\n",
+    "    images_parser=TesseractBlobParser(),\n",
+    ")\n",
+    "docs = loader.load()\n",
+    "# print(docs[[0]](https://python.langchain.com/docs/how_to/document_loader_pdf/).page_content)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "f149ce4b",
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "ImportError",
+     "evalue": "cannot import name 'PDFLoader' from 'langchain_community.document_loaders' (/workspaces/clinician-assistant-lg/.venv/lib/python3.12/site-packages/langchain_community/document_loaders/__init__.py)",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[31m---------------------------------------------------------------------------\u001b[39m",
+      "\u001b[31mImportError\u001b[39m                               Traceback (most recent call last)",
+      "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[2]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mlangchain_community\u001b[39;00m\u001b[34;01m.\u001b[39;00m\u001b[34;01mdocument_loaders\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m PDFLoader  \u001b[38;5;66;03m# or other loaders\u001b[39;00m\n\u001b[32m      2\u001b[39m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mlangchain\u001b[39;00m\u001b[34;01m.\u001b[39;00m\u001b[34;01mtext_splitter\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m CharacterTextSplitter\n\u001b[32m      3\u001b[39m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mlangchain_openai\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m OpenAIEmbeddings, ChatOpenAI\n",
+      "\u001b[31mImportError\u001b[39m: cannot import name 'PDFLoader' from 'langchain_community.document_loaders' (/workspaces/clinician-assistant-lg/.venv/lib/python3.12/site-packages/langchain_community/document_loaders/__init__.py)"
+     ]
+    }
+   ],
+   "source": [
+    "from langchain_community.document_loaders import PDFLoader  # or other loaders\n",
+    "from langchain.text_splitter import CharacterTextSplitter\n",
+    "from langchain_openai import OpenAIEmbeddings, ChatOpenAI\n",
+    "from langchain_core.vectorstores import InMemoryVectorStore\n",
+    "from langchain_core.chains import RetrievalQAWithSourcesChain\n",
+    "\n",
+    "# 1. Load documents\n",
+    "loader = PDFLoader(\"../guidance_docs/Kenya-ARV-Guidelines-2022-Final-1.pdf\")  # Adjust the path to your PDF file\n",
+    "documents = loader.load()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e4bf9132",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\n",
+    "# 2. Split documents\n",
+    "text_splitter = CharacterTextSplitter(chunk_size=1000, chunk_overlap=0)\n",
+    "texts = text_splitter.split_documents(documents)\n",
+    "\n",
+    "# 3. Create embeddings\n",
+    "embeddings = OpenAIEmbeddings(model=\"text-embedding-3-large\")\n",
+    "\n",
+    "# 4. Store embeddings in vector store\n",
+    "vector_store = InMemoryVectorStore(embeddings)\n",
+    "vector_store.add_documents(texts)\n",
+    "\n",
+    "# 5. Create retriever\n",
+    "retriever = vector_store.as_retriever()\n",
+    "\n",
+    "# 6. Initialize LLM\n",
+    "llm = ChatOpenAI(model=\"gpt-4o-mini\")\n",
+    "\n",
+    "# 7. Create RAG chain\n",
+    "rag_chain = RetrievalQAWithSourcesChain.from_chain_type(llm, retriever=retriever)\n",
+    "\n",
+    "# 8. Query the chain\n",
+    "response = rag_chain.invoke({\"question\": \"Your question here\"})\n",
+    "print(response)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "7135ce0d",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "bfa61623",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": ".venv",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.1"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

main.py

@@ -15,35 +15,47 @@ os.environ.get("LANGSMITH_API_KEY")
 from chatlib.state_types import AppState
 from chatlib.guidlines_rag_agent_li import rag_retrieve
 from chatlib.patient_all_data import sql_chain
+from chatlib.idsr_check import idsr_check
 
 # from langchain_ollama.chat_models import ChatOllama
 # llm = ChatOllama(model="mistral:latest", temperature=0)
 
-tools = [rag_retrieve, sql_chain]
+tools = [rag_retrieve, sql_chain, idsr_check]
 llm = ChatOpenAI(temperature = 0.0, model="gpt-4o")
-llm_with_tools = llm.bind_tools([rag_retrieve, sql_chain])
+llm_with_tools = llm.bind_tools([rag_retrieve, sql_chain, idsr_check])
 
 # System message
 sys_msg = SystemMessage(content="""
-                        You are a helpful assistant tasked with helping clinicians
-                        meeting with patients. You have two tools available, 
-                        rag_retrieve to access information from HIV clinical guidelines,
-                        and sql_chain to access patient data. When a clinican asks a question about a patient,
-                        you should first run rag_retrieve to get contextual information from the guidelines,
-                        then use sql_chain to query the patient's data from the SQL database.
-
-                        You must respond only with a JSON object specifying the tool to call and its arguments.
-
-                        Keep your responses concise and focused on the task at hand. Remember, you are 
-                        talking to a clinician who needs quick and accurate information about their patient.
-                        Do not tell them to consult a healthcare professional - they are the healthcare professional.
-                        
-                        If the clinican questions is not clear, ask for clarification or more information.
-                        If the clinican asks a question that is not related to the patient, then use the rag_retrieve tool  
-                        to provide general information about HIV clinical guidelines.
-
-                        """
-                        )
+You are a helpful assistant supporting clinicians during patient visits. You have three tools:
+
+- rag_retrieve: to access HIV clinical guidelines
+- sql_chain: to query patient data from the SQL database
+- idsr_check: to check if the patient case description matches any known diseases
+
+There are three types of questions you may receive:
+1. Questions about patients (e.g., "When should this patient switch regimens?" or "What is their viral load history?")
+2. Questions about HIV clinical guidelines (e.g., "What are the latest guidelines for changing ART regimens?")
+3. Questions about disease identification based on patient case descriptions (e.g., "Should I be concerned about certain diseases with this patient?")
+
+When a clinician asks about patients, first use rag_retrieve to get relevant guideline context, then use sql_chain to query the patient's data, combining information as needed.
+
+When a clinician asks about guidelines, use rag_retrieve to provide the latest HIV clinical guidelines.
+
+When a clinician asks about disease identification, use idsr_check to match case descriptions against disease definitions.
+
+Respond only with a JSON object specifying the tool to call and its arguments, for example:
+{
+  "tool": "rag_retrieve",
+  "args": {"query": "latest ART regimen guidelines"}
+}
+
+Keep responses concise and focused. The clinician is a healthcare professional; do not suggest consulting one.
+
+If the clinician's question is unclear, ask for clarification.
+
+Do not include any text outside the JSON response.
+""")
+
 
 # Assistant Node
 def assistant(state: AppState) -> AppState:
@@ -89,7 +101,7 @@ config = {"configurable": {"thread_id": "30"}}
 
 # initialize state with patient pk hash
 input_state:AppState = {
-    "messages": [HumanMessage(content="the patient is 30 and is not pregnant or breastfeeding?")],
+    "messages": [HumanMessage(content="i have 25 year old pregnant woman reporting vaginal bleeding, what should i look out for?")],
     "question": "",
     "rag_result": "",
     "answer": "",

requirements.txt

@@ -16,4 +16,8 @@ pylint
 black
 pytest
 dotenv
-gradio
+gradio
+faiss-cpu
+tiktoken
+openai
+rapidfuzz