Update app.py

app.py

@@ -25,64 +25,159 @@ Key = os.environ.get("Key")  # 🔑 Don't forget your key!
 # 🏠 Your local app URL (Change this to your app's URL)
 LOCAL_APP_URL = "https://huggingface.co/spaces/awacke1/AzureCosmosDBUI"
 
-# 📝 Initialize logging system
-if 'logs' not in st.session_state:
-    st.session_state.logs = []
-
-def log_event(message):
-    """Adds a log entry to the log session state."""
-    timestamp = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
-    st.session_state.logs.append(f"[{timestamp}] {message}")
-
-# 🏠 Add logs to sidebar
-st.sidebar.title("📝 Log Viewer")
-st.sidebar.write("\n".join(st.session_state.logs))
-
 # 🤖 OpenAI configuration
 # openai.api_key = os.environ.get("OPENAI_API_KEY")
 # MODEL = "gpt-3.5-turbo"  # Replace with your desired model
 
+# 🐙 GitHub configuration
+def download_github_repo(url, local_path):
+    # 🚚 Let's download that GitHub repo!
+    if os.path.exists(local_path):
+        shutil.rmtree(local_path)
+    Repo.clone_from(url, local_path)
+
+def create_zip_file(source_dir, output_filename):
+    # 📦 Zipping up files like a pro!
+    shutil.make_archive(output_filename, 'zip', source_dir)
+
+def create_repo(g, repo_name):
+    # 🛠️ Creating a new GitHub repo. Magic!
+    user = g.get_user()
+    return user.create_repo(repo_name)
+
+def push_to_github(local_path, repo, github_token):
+    # 🚀 Pushing code to GitHub. Hold on tight!
+    repo_url = f"https://{github_token}@github.com/{repo.full_name}.git"
+    local_repo = Repo(local_path)
+    
+    if 'origin' in [remote.name for remote in local_repo.remotes]:
+        origin = local_repo.remote('origin')
+        origin.set_url(repo_url)
+    else:
+        origin = local_repo.create_remote('origin', repo_url)
+    
+    if not local_repo.heads:
+        local_repo.git.checkout('-b', 'main')
+        current_branch = 'main'
+    else:
+        current_branch = local_repo.active_branch.name
+    
+    local_repo.git.add(A=True)
+    
+    if local_repo.is_dirty():
+        local_repo.git.commit('-m', 'Initial commit')
+    
+    origin.push(refspec=f'{current_branch}:{current_branch}')
+
+def get_base64_download_link(file_path, file_name):
+    # 🧙‍♂️ Generating a magical download link!
+    with open(file_path, "rb") as file:
+        contents = file.read()
+    base64_encoded = base64.b64encode(contents).decode()
+    return f'<a href="data:application/zip;base64,{base64_encoded}" download="{file_name}">⬇️ Download {file_name}</a>'
+
+
+# 🧭 New functions for dynamic sidebar navigation
+def get_databases(client):
+    # 📚 Fetching list of databases. So many options!
+    return [db['id'] for db in client.list_databases()]
+
+def get_containers(database):
+    # 📂 Getting containers. Containers within containers!
+    return [container['id'] for container in database.list_containers()]
+
+def get_documents(container, limit=None):
+    # 📝 Retrieving documents. Shhh, don't tell anyone!
+    query = "SELECT * FROM c ORDER BY c._ts DESC"
+    items = list(container.query_items(query=query, enable_cross_partition_query=True, max_item_count=limit))
+    return items
+
+
 # 🌟 Cosmos DB functions
 def insert_record(container, record):
+    # 📥 Inserting a record into the Cosmos—hope we don't disturb any aliens! 👽
     try:
         container.create_item(body=record)
-        log_event("Record inserted successfully!")
         return True, "Record inserted successfully! 🎉"
     except exceptions.CosmosHttpResponseError as e:
-        log_event(f"HTTP error occurred: {str(e)} 🚨")
         return False, f"HTTP error occurred: {str(e)} 🚨"
     except Exception as e:
-        log_event(f"An unexpected error occurred: {str(e)} 😱")
         return False, f"An unexpected error occurred: {str(e)} 😱"
 
 def update_record(container, updated_record):
+    # 🔄 Updating a record—giving it a cosmic makeover! ✨
     try:
         container.upsert_item(body=updated_record)
-        log_event(f"Record with id {updated_record['id']} successfully updated.")
         return True, f"Record with id {updated_record['id']} successfully updated. 🛠️"
     except exceptions.CosmosHttpResponseError as e:
-        log_event(f"HTTP error occurred: {str(e)} 🚨")
         return False, f"HTTP error occurred: {str(e)} 🚨"
     except Exception as e:
-        log_event(f"An unexpected error occurred: {traceback.format_exc()} 😱")
         return False, f"An unexpected error occurred: {traceback.format_exc()} 😱"
 
 def delete_record(container, name, id):
+    # 🗑️ Deleting a record—sending it into the cosmic void! 🌌
     try:
         container.delete_item(item=id, partition_key=id)
-        log_event(f"Successfully deleted record with name: {name} and id: {id}")
         return True, f"Successfully deleted record with name: {name} and id: {id} 🗑️"
     except exceptions.CosmosResourceNotFoundError:
-        log_event(f"Record with id {id} not found. It may have been already deleted.")
         return False, f"Record with id {id} not found. It may have been already deleted. 🕵️‍♂️"
     except exceptions.CosmosHttpResponseError as e:
-        log_event(f"HTTP error occurred: {str(e)} 🚨")
         return False, f"HTTP error occurred: {str(e)} 🚨"
     except Exception as e:
-        log_event(f"An unexpected error occurred: {traceback.format_exc()} 😱")
         return False, f"An unexpected error occurred: {traceback.format_exc()} 😱"
 
 # 🎲 Function to generate a unique UUID
+def generate_unique_id():
+    # 🧙‍♂️ Generating a unique UUID!
+    return str(uuid.uuid4())
+
+# 📦 Function to archive current container
+def archive_current_container(database_name, container_name, client):
+    # 📦 Archiving the entire container—time to pack up the stars! 🌠
+    try:
+        base_dir = "./cosmos_archive_current_container"
+        if os.path.exists(base_dir):
+            shutil.rmtree(base_dir)
+        os.makedirs(base_dir)
+        
+        db_client = client.get_database_client(database_name)
+        container_client = db_client.get_container_client(container_name)
+        items = list(container_client.read_all_items())
+        
+        container_dir = os.path.join(base_dir, container_name)
+        os.makedirs(container_dir)
+        
+        for item in items:
+            item_id = item.get('id', f"unknown_{datetime.now().strftime('%Y%m%d%H%M%S')}")
+            with open(os.path.join(container_dir, f"{item_id}.json"), 'w') as f:
+                json.dump(item, f, indent=2)
+        
+        archive_name = f"{container_name}_archive_{datetime.now().strftime('%Y%m%d%H%M%S')}"
+        shutil.make_archive(archive_name, 'zip', base_dir)
+        
+        return get_base64_download_link(f"{archive_name}.zip", f"{archive_name}.zip")
+    except Exception as e:
+        return f"An error occurred while archiving data: {str(e)} 😢"
+
+
+# 🔗 Helper to extract hyperlinks
+def extract_hyperlinks(responses):
+    # 🔗 Extracting hyperlinks—connecting the dots across the universe! 🕸️
+    hyperlinks = []
+    for response in responses:
+        parsed_response = json.loads(response)
+        links = [value for key, value in parsed_response.items() if isinstance(value, str) and value.startswith("http")]
+        hyperlinks.extend(links)
+    return hyperlinks
+
+# 📋 Helper to format text with line numbers
+def format_with_line_numbers(text):
+    # 📋 Formatting text with line numbers—organizing the cosmos one line at a time! 📏
+    lines = text.splitlines()
+    formatted_text = '\n'.join(f"{i+1}: {line}" for i, line in enumerate(lines))
+    return formatted_text
+
+
 def generate_unique_id():
     return str(uuid.uuid4())
 
@@ -109,21 +204,122 @@ def save_to_cosmos_db(container, query, response1, response2):
             try:
                 container.create_item(body=record)
                 st.success(f"Record saved successfully with ID: {record['id']}")
-                log_event(f"Record saved to Cosmos DB with ID: {record['id']}")
                 # Refresh the documents display
                 st.session_state.documents = get_documents(container)
             except exceptions.CosmosHttpResponseError as e:
                 st.error(f"Error saving record to Cosmos DB: {e}")
-                log_event(f"Error saving record to Cosmos DB: {e}")
         else:
             st.error("Cosmos DB container is not initialized.")
-            log_event("Error: Cosmos DB container is not initialized.")
     except Exception as e:
         st.error(f"An unexpected error occurred: {str(e)}")
-        log_event(f"An unexpected error occurred while saving to Cosmos DB: {str(e)}")
+
+# Add dropdowns for model and database choices
+def search_glossary(query):
+    st.markdown(f"### 🔍 Search Glossary for: `{query}`")
+    
+    # Dropdown for model selection
+    model_options = ['mistralai/Mixtral-8x7B-Instruct-v0.1', 'mistralai/Mistral-7B-Instruct-v0.2', 'google/gemma-7b-it', 'None']
+    model_choice = st.selectbox('🧠 Select LLM Model', options=model_options, index=1)
+    
+    # Dropdown for database selection
+    database_options = ['Semantic Search', 'Arxiv Search - Latest - (EXPERIMENTAL)']
+    database_choice = st.selectbox('📚 Select Database', options=database_options, index=0)
+
+
+    
+    # Run Button with Emoji
+    #if st.button("🚀 Run"):
+    
+    # 🕵️‍♂️ Searching the glossary for: query
+    all_results = ""
+    st.markdown(f"- {query}")
+
+    # 🔍 ArXiv RAG researcher expert ~-<>-~ Paper Summary & Ask LLM
+    #database_choice Literal['Semantic Search', 'Arxiv Search - Latest - (EXPERIMENTAL)'] Default: "Semantic Search"
+    #llm_model_picked Literal['mistralai/Mixtral-8x7B-Instruct-v0.1', 'mistralai/Mistral-7B-Instruct-v0.2', 'google/gemma-7b-it', 'None'] Default: "mistralai/Mistral-7B-Instruct-v0.2"
+    client = Client("awacke1/Arxiv-Paper-Search-And-QA-RAG-Pattern")
+
+    
+    # 🔍 ArXiv RAG researcher expert ~-<>-~ Paper Summary & Ask LLM - api_name: /ask_llm
+    result = client.predict(
+        prompt=query,
+        llm_model_picked="mistralai/Mixtral-8x7B-Instruct-v0.1",
+        stream_outputs=True,
+        api_name="/ask_llm"
+    )
+    st.markdown(result)
+    st.code(result, language="python", line_numbers=True)
+    
+    # 🔍 ArXiv RAG researcher expert ~-<>-~ Paper Summary & Ask LLM - api_name: /ask_llm
+    result2 = client.predict(
+        prompt=query,
+        llm_model_picked="mistralai/Mistral-7B-Instruct-v0.2",
+        stream_outputs=True,
+        api_name="/ask_llm"
+    )
+    st.markdown(result2)
+    st.code(result2, language="python", line_numbers=True)
+
+    # 🔍 ArXiv RAG researcher expert ~-<>-~ Paper Summary & Ask LLM - api_name: /ask_llm
+    result3 = client.predict(
+        prompt=query,
+        llm_model_picked="google/gemma-7b-it",
+        stream_outputs=True,
+        api_name="/ask_llm"
+    )
+    st.markdown(result3)
+    st.code(result3, language="python", line_numbers=True)
+
+    
+    # 🔍 ArXiv RAG researcher expert ~-<>-~ Paper Summary & Ask LLM - api_name: /update_with_rag_md
+    response2 = client.predict(
+        message=query,	# str  in 'parameter_13' Textbox component
+        llm_results_use=10,
+        database_choice="Semantic Search",
+        llm_model_picked="mistralai/Mistral-7B-Instruct-v0.2",
+        api_name="/update_with_rag_md"
+    )        # update_with_rag_md     Returns tuple of 2 elements   [0] str   The output value that appears in the "value_14" Markdown component.   [1] str
+
+    st.markdown(response2[0])
+    st.code(response2[0], language="python", line_numbers=True, wrap_lines=True)  
+    
+    st.markdown(response2[1])
+    st.code(response2[1], language="python", line_numbers=True, wrap_lines=True)
+
+    # When saving results, pass the container
+    try:
+        save_to_cosmos_db(st.session_state.cosmos_container, query, result, result)
+        save_to_cosmos_db(st.session_state.cosmos_container, query, result2, result2)
+        save_to_cosmos_db(st.session_state.cosmos_container, query, result3, result3)
+        save_to_cosmos_db(st.session_state.cosmos_container, query, response2[0], response2[0])
+        save_to_cosmos_db(st.session_state.cosmos_container, query, response2[1], response2[1])
+    except exceptions.CosmosHttpResponseError as e:
+        return False, f"HTTP error occurred: {str(e)} 🚨"
+    except Exception as e:
+        return False, f"An unexpected error occurred: {str(e)} 😱"
+
+
+    try:    
+        # Aggregate hyperlinks and show with emojis
+        hyperlinks = extract_hyperlinks([response1, response2])
+        st.markdown("### 🔗 Aggregated Hyperlinks")
+        for link in hyperlinks:
+            st.markdown(f"🔗 [{link}]({link})")
+
+        # Show responses in a code format with line numbers
+        st.markdown("### 📜 Response Outputs with Line Numbers")
+        st.code(f"Response 1: \n{format_with_line_numbers(response1)}\n\nResponse 2: \n{format_with_line_numbers(response2)}", language="json")
+    except exceptions.CosmosHttpResponseError as e:
+        return False, f"HTTP error occurred: {str(e)} 🚨"
+    except Exception as e:
+        return False, f"An unexpected error occurred: {str(e)} 😱"
+
+
+
 
 # 🎤 Function to process text input
 def process_text(text_input):
+    # 🎤 Processing text input—translating human words into cosmic signals! 📡
     if text_input:
         if 'messages' not in st.session_state:
             st.session_state.messages = []
@@ -136,10 +332,74 @@ def process_text(text_input):
         with st.chat_message("assistant"):
             search_glossary(text_input)
 
+# 📝 Function to generate a filename
+def generate_filename(text, file_type):
+    # 📝 Generate a filename based on the text input
+    safe_text = "".join(c if c.isalnum() or c in (' ', '.', '_') else '_' for c in text)
+    safe_text = "_".join(safe_text.strip().split())
+    filename = f"{safe_text}.{file_type}"
+    return filename
+
+# 🕵️‍♀️ Function to extract markdown title
+def extract_markdown_title(content):
+    # 🕵️‍♀️ Extracting markdown title—finding the headline in the cosmic news! 📰
+    lines = content.splitlines()
+    for line in lines:
+        if line.startswith('#'):
+            return line.lstrip('#').strip()
+    return None
+
+# 💾 Function to create and save a file
+def create_and_save_file(content, file_type="md", prompt=None, is_image=False, should_save=True):
+    # 💾 Creating and saving a file—capturing cosmic wisdom! 📝
+    if not should_save:
+        return None
+
+    # Step 1: Generate filename based on the prompt or content
+    filename = generate_filename(prompt if prompt else content, file_type)
+
+    # Step 2: If it's a markdown file, check if it has a title
+    if file_type == "md":
+        title_from_content = extract_markdown_title(content)
+        if title_from_content:
+            filename = generate_filename(title_from_content, file_type)
+
+    # Step 3: Save the file
+    with open(filename, "w", encoding="utf-8") as f:
+        if is_image:
+            f.write(content)
+        else:
+            f.write(prompt + "\n\n" + content)
+
+    return filename
+
+# 🤖 Function to insert an auto-generated record
+def insert_auto_generated_record(container):
+    # 🤖 Automatically generating a record and inserting it into Cosmos DB!
+    try:
+        # Generate a unique id
+        new_id = generate_unique_id()
+        # Create a sample JSON document
+        new_doc = {
+            'id': new_id,
+            'name': f'Sample Name {new_id[:8]}',
+            'description': 'This is a sample auto-generated description.',
+            'timestamp': datetime.utcnow().isoformat()
+        }
+        # Insert the document
+        container.create_item(body=new_doc)
+        return True, f"Record inserted successfully with id: {new_id} 🎉"
+    except exceptions.CosmosHttpResponseError as e:
+        return False, f"HTTP error occurred: {str(e)} 🚨"
+    except Exception as e:
+        return False, f"An unexpected error occurred: {str(e)} 😱"
+
 # 🎈 Main function
 def main():
+    # 🎈 Let's modify the main app to be more fun!
     st.title("🐙Git🌌Cosmos💫 - Azure Cosmos DB and Github Agent")
 
+    # 🚦 Initialize session state
     if 'logged_in' not in st.session_state:
         st.session_state.logged_in = False
     if 'selected_records' not in st.session_state:
@@ -157,23 +417,24 @@ def main():
     if 'cloned_doc' not in st.session_state:
         st.session_state.cloned_doc = None
 
-    # ⚙️ Check query parameters for any action
+    # ⚙️ q= Run ArXiv search from query parameters
     try:
         query_params = st.query_params
         query = query_params.get('q') or query_params.get('query') or ''
         if query:
+            # 🕵️‍♂️ We have a query! Let's process it!
             process_text(query)
-            st.stop()
+            st.stop()  # Stop further execution
     except Exception as e:
         st.markdown(' ')
-    
+
     # 🔐 Automatic Login
     if Key:
         st.session_state.primary_key = Key
         st.session_state.logged_in = True
     else:
         st.error("Cosmos DB Key is not set in environment variables. 🔑❌")
-        return
+        return  # Can't proceed without a key
 
     if st.session_state.logged_in:
         # 🌌 Initialize Cosmos DB client
@@ -181,7 +442,9 @@ def main():
             if st.session_state.client is None:
                 st.session_state.client = CosmosClient(ENDPOINT, credential=st.session_state.primary_key)
             
+            # 🗄️ Sidebar for database, container, and document selection
             st.sidebar.title("🐙Git🌌Cosmos💫🗄️Navigator")
+            
             databases = get_databases(st.session_state.client)
             selected_db = st.sidebar.selectbox("🗃️ Select Database", databases)
             
@@ -231,11 +494,51 @@ def main():
                         selected_view = st.selectbox("Select Viewer/Editor", view_options, index=2)
                         
                         if selected_view == 'Show as Markdown':
+                            # 🖌️ Show each record as Markdown with navigation
+                            total_docs = len(documents)
                             doc = documents[st.session_state.current_index]
                             st.markdown(f"#### Document ID: {doc.get('id', '')}")
+
+                            # 🕵️‍♂️ Let's extract values from the JSON that have at least one space
+                            values_with_space = []
+                            def extract_values(obj):
+                                if isinstance(obj, dict):
+                                    for k, v in obj.items():
+                                        extract_values(v)
+                                elif isinstance(obj, list):
+                                    for item in obj:
+                                        extract_values(item)
+                                elif isinstance(obj, str):
+                                    if ' ' in obj:
+                                        values_with_space.append(obj)
+
+                            extract_values(doc)
+
+                            # 🔗 Let's create a list of links for these values
+                            search_urls = {
+                                "🚀🌌ArXiv": lambda k: f"{LOCAL_APP_URL}/?q={quote(k)}",
+                                "🃏Analyst": lambda k: f"{LOCAL_APP_URL}/?q={quote(k)}-{quote('PromptPrefix')}",
+                                "📚PyCoder": lambda k: f"{LOCAL_APP_URL}/?q={quote(k)}-{quote('PromptPrefix2')}",
+                                "🔬JSCoder": lambda k: f"{LOCAL_APP_URL}/?q={quote(k)}-{quote('PromptPrefix3')}",
+                                "🏠": lambda k: f"{LOCAL_APP_URL}/?q={quote(k)}",
+                                "📖": lambda k: f"https://en.wikipedia.org/wiki/{quote(k)}",
+                                "🔍": lambda k: f"https://www.google.com/search?q={quote(k)}",
+                                "▶️": lambda k: f"https://www.youtube.com/results?search_query={quote(k)}",
+                                "🔎": lambda k: f"https://www.bing.com/search?q={quote(k)}",
+                                "🎥": lambda k: f"https://www.youtube.com/results?search_query={quote(k)}",
+                                "🐦": lambda k: f"https://twitter.com/search?q={quote(k)}",
+                            }
+
+                            st.markdown("#### 🔗 Links for Extracted Texts")
+                            for term in values_with_space:
+                                links_md = ' '.join([f"[{emoji}]({url(term)})" for emoji, url in search_urls.items()])
+                                st.markdown(f"**{term}** <small>{links_md}</small>", unsafe_allow_html=True)
+
+                            # Show the document content as markdown
                             content = json.dumps(doc, indent=2)
                             st.markdown(f"```json\n{content}\n```")
 
+                            # Navigation buttons
                             col_prev, col_next = st.columns([1, 1])
                             with col_prev:
                                 if st.button("⬅️ Previous", key='prev_markdown'):
@@ -249,10 +552,11 @@ def main():
                                         st.rerun()
 
                         elif selected_view == 'Show as Code Editor':
+                            # 💻 Show each record in a code editor with navigation
+                            total_docs = len(documents)
                             doc = documents[st.session_state.current_index]
                             st.markdown(f"#### Document ID: {doc.get('id', '')}")
                             doc_str = st.text_area("Edit Document", value=json.dumps(doc, indent=2), height=300, key=f'code_editor_{st.session_state.current_index}')
-                            
                             col_prev, col_next = st.columns([1, 1])
                             with col_prev:
                                 if st.button("⬅️ Previous", key='prev_code'):
@@ -264,7 +568,6 @@ def main():
                                     if st.session_state.current_index < total_docs - 1:
                                         st.session_state.current_index += 1
                                         st.rerun()
-                            
                             if st.button("💾 Save Changes", key=f'save_button_{st.session_state.current_index}'):
                                 try:
                                     updated_doc = json.loads(doc_str)
@@ -279,24 +582,30 @@ def main():
                                     st.error(f"Invalid JSON: {str(e)} 🚫")
                                     
                         elif selected_view == 'Show as Edit and Save':
+                            # ✏️ Show as Edit and Save in columns
                             st.markdown("#### Edit the document fields below:")
+                            
+                            # Create columns for each document
                             num_cols = len(documents_to_display)
                             cols = st.columns(num_cols)
 
+                        
                             for idx, (col, doc) in enumerate(zip(cols, documents_to_display)):
                                 with col:
                                     st.markdown(f"##### Document ID: {doc.get('id', '')}")
                                     editable_id = st.text_input("ID", value=doc.get('id', ''), key=f'edit_id_{idx}')
+                                    # Remove 'id' from the document for editing other fields
                                     editable_doc = doc.copy()
                                     editable_doc.pop('id', None)
                                     doc_str = st.text_area("Document Content (in JSON format)", value=json.dumps(editable_doc, indent=2), height=300, key=f'doc_str_{idx}')
                                     
+                                    # Add the "Run With AI" button next to "Save Changes"
                                     col_save, col_ai = st.columns(2)
                                     with col_save:
                                         if st.button("💾 Save Changes", key=f'save_button_{idx}'):
                                             try:
                                                 updated_doc = json.loads(doc_str)
-                                                updated_doc['id'] = editable_id
+                                                updated_doc['id'] = editable_id  # Include the possibly edited ID
                                                 success, message = update_record(container, updated_doc)
                                                 if success:
                                                     st.success(f"Document {updated_doc['id']} saved successfully.")
@@ -308,20 +617,26 @@ def main():
                                                 st.error(f"Invalid JSON: {str(e)} 🚫")
                                     with col_ai:
                                         if st.button("🤖 Run With AI", key=f'run_with_ai_button_{idx}'):
+                                            # Use the entire document as input
                                             search_glossary(json.dumps(editable_doc, indent=2))
+                        
+                                                
 
+                            
+                                            
                         elif selected_view == 'Clone Document':
+                            # 🧬 Clone Document per record
                             st.markdown("#### Clone a document:")
                             for idx, doc in enumerate(documents_to_display):
                                 st.markdown(f"##### Document ID: {doc.get('id', '')}")
                                 if st.button("📄 Clone Document", key=f'clone_button_{idx}'):
                                     cloned_doc = doc.copy()
+                                    # Generate a unique ID
                                     cloned_doc['id'] = generate_unique_id()
                                     st.session_state.cloned_doc = cloned_doc
                                     st.session_state.cloned_doc_str = json.dumps(cloned_doc, indent=2)
                                     st.session_state.clone_mode = True
                                     st.rerun()
-
                             if st.session_state.get('clone_mode', False):
                                 st.markdown("#### Edit Cloned Document:")
                                 cloned_doc_str = st.text_area("Cloned Document Content (in JSON format)", value=st.session_state.cloned_doc_str, height=300)
@@ -340,8 +655,9 @@ def main():
                                             st.error(message)
                                     except json.JSONDecodeError as e:
                                         st.error(f"Invalid JSON: {str(e)} 🚫")
-
+                                        
                         elif selected_view == 'New Record':
+                            # 🆕 New Record
                             st.markdown("#### Create a new document:")
                             if st.button("🤖 Insert Auto-Generated Record"):
                                 success, message = insert_auto_generated_record(container)
@@ -356,17 +672,18 @@ def main():
                                 if st.button("➕ Create New Document"):
                                     try:
                                         new_doc = json.loads(new_doc_str)
-                                        new_doc['id'] = new_id
+                                        new_doc['id'] = new_id  # Use the provided ID
                                         success, message = insert_record(container, new_doc)
                                         if success:
                                             st.success(f"New document created with id: {new_doc['id']} 🎉")
                                             st.session_state.selected_document_id = new_doc['id']
+                                            # Switch to 'Show as Edit and Save' mode
                                             st.rerun()
                                         else:
                                             st.error(message)
                                     except json.JSONDecodeError as e:
                                         st.error(f"Invalid JSON: {str(e)} 🚫")
-
+                                        
                     else:
                         st.sidebar.info("No documents found in this container. 📭")
             
@@ -378,7 +695,7 @@ def main():
                     st.dataframe(df)
                 else:
                     st.info("No documents to display. 🧐")
-
+                    
             # 🐙 GitHub section
             st.subheader("🐙 GitHub Operations")
             github_token = os.environ.get("GITHUB")  # Read GitHub token from environment variable
@@ -439,6 +756,237 @@ def main():
         st.session_state.selected_document_id = None
         st.session_state.current_index = 0
         st.rerun()
+
+
+
+
+
+
+
+# Set up the Anthropic client
+client = anthropic.Anthropic(api_key=os.environ.get("ANTHROPIC_API_KEY"))
+
+# Initialize session state
+if "chat_history" not in st.session_state:
+    st.session_state.chat_history = []
+
+# Helper Functions: All Your Essentials 🚀
+
+# Function to get a file download link (because you deserve easy downloads 😎)
+def get_download_link(file_path):
+    with open(file_path, "rb") as file:
+        contents = file.read()
+    b64 = base64.b64encode(contents).decode()
+    file_name = os.path.basename(file_path)
+    return f'<a href="data:file/txt;base64,{b64}" download="{file_name}">Download {file_name}📂</a>'
+
+# Function to generate a filename based on prompt and time (because names matter 🕒)
+def generate_filename(prompt, file_type):
+    central = pytz.timezone('US/Central')
+    safe_date_time = datetime.now(central).strftime("%m%d_%H%M")
+    safe_prompt = re.sub(r'\W+', '_', prompt)[:90]
+    return f"{safe_date_time}_{safe_prompt}.{file_type}"
+
+# Function to create and save a file (and avoid the black hole of lost data 🕳)
+def create_file(filename, prompt, response, should_save=True):
+    if not should_save:
+        return
+    with open(filename, 'w', encoding='utf-8') as file:
+        file.write(prompt + "\n\n" + response)
+
+# Function to load file content (for revisiting the past 📜)
+def load_file(file_name):
+    with open(file_name, "r", encoding='utf-8') as file:
+        content = file.read()
+    return content
+
+# Function to display handy glossary entity links (search like a pro 🔍)
+def display_glossary_entity(k):
+    search_urls = {
+        "🚀🌌ArXiv": lambda k: f"/?q={quote(k)}",
+        "📖": lambda k: f"https://en.wikipedia.org/wiki/{quote(k)}",
+        "🔍": lambda k: f"https://www.google.com/search?q={quote(k)}",
+        "🎥": lambda k: f"https://www.youtube.com/results?search_query={quote(k)}",
+    }
+    links_md = ' '.join([f"[{emoji}]({url(k)})" for emoji, url in search_urls.items()])
+    st.markdown(f"**{k}** <small>{links_md}</small>", unsafe_allow_html=True)
+
+# Function to create zip of files (because more is more 🧳)
+def create_zip_of_files(files):
+    import zipfile
+    zip_name = "all_files.zip"
+    with zipfile.ZipFile(zip_name, 'w') as zipf:
+        for file in files:
+            zipf.write(file)
+    return zip_name
+
+# Function to create HTML for autoplaying and looping video (for the full cinematic effect 🎥)
+def get_video_html(video_path, width="100%"):
+    video_url = f"data:video/mp4;base64,{base64.b64encode(open(video_path, 'rb').read()).decode()}"
+    return f'''
+    <video width="{width}" controls autoplay muted loop>
+        <source src="{video_url}" type="video/mp4">
+        Your browser does not support the video tag.
+    </video>
+    '''
+
+# Function to create HTML for audio player (when life needs a soundtrack 🎶)
+def get_audio_html(audio_path, width="100%"):
+    audio_url = f"data:audio/mpeg;base64,{base64.b64encode(open(audio_path, 'rb').read()).decode()}"
+    return f'''
+    <audio controls style="width: {width};">
+        <source src="{audio_url}" type="audio/mpeg">
+        Your browser does not support the audio element.
+    </audio>
+    '''
+
+
+# Streamlit App Layout (like a house with better flow 🏡)
+def main():
+    
+    # Sidebar with Useful Controls (All the VIP actions 🎛)
+    st.sidebar.title("🧠Claude📝")
+    
+    all_files = glob.glob("*.md")
+    all_files.sort(reverse=True)
+
+    if st.sidebar.button("🗑 Delete All"):
+        for file in all_files:
+            os.remove(file)
+        st.rerun()
+
+    if st.sidebar.button("⬇️ Download All"):
+        zip_file = create_zip_of_files(all_files)
+        st.sidebar.markdown(get_download_link(zip_file), unsafe_allow_html=True)
+
+    for file in all_files:
+        col1, col2, col3, col4 = st.sidebar.columns([1,3,1,1])
+        with col1:
+            if st.button("🌐", key="view_"+file):
+                st.session_state.current_file = file
+                st.session_state.file_content = load_file(file)
+        with col2:
+            st.markdown(get_download_link(file), unsafe_allow_html=True)
+        with col3:
+            if st.button("📂", key="edit_"+file):
+                st.session_state.current_file = file
+                st.session_state.file_content = load_file(file)
+        with col4:
+            if st.button("🗑", key="delete_"+file):
+                os.remove(file)
+                st.rerun()
+
+    # Main Area: Chat with Claude (He’s a good listener 💬)
+    user_input = st.text_area("Message 📨:", height=100)
+    
+    if st.button("Send 📨"):
+        if user_input:
+            response = client.messages.create(
+                model="claude-3-sonnet-20240229",
+                max_tokens=1000,
+                messages=[
+                    {"role": "user", "content": user_input}
+                ]
+            )
+            st.write("Claude's reply 🧠:")
+            st.write(response.content[0].text)
+
+            filename = generate_filename(user_input, "md")
+            create_file(filename, user_input, response.content[0].text)
+
+            st.session_state.chat_history.append({"user": user_input, "claude": response.content[0].text})
+
+    # Display Chat History (Never forget a good chat 💭)
+    st.subheader("Past Conversations 📜")
+    for chat in st.session_state.chat_history:
+        st.text_area("You said 💬:", chat["user"], height=100, disabled=True)
+        st.text_area("Claude replied 🤖:", chat["claude"], height=200, disabled=True)
+        st.markdown("---")
+
+    # File Editor (When you need to tweak things ✏️)
+    if hasattr(st.session_state, 'current_file'):
+        st.subheader(f"Editing: {st.session_state.current_file} 🛠")
+        new_content = st.text_area("File Content ✏️:", st.session_state.file_content, height=300)
+        if st.button("Save Changes 💾"):
+            with open(st.session_state.current_file, 'w', encoding='utf-8') as file:
+                file.write(new_content)
+            st.success("File updated successfully! 🎉")
+
+    # Image Gallery (For your viewing pleasure 📸)
+    st.subheader("Image Gallery 🖼")
+    image_files = glob.glob("*.png") + glob.glob("*.jpg") + glob.glob("*.jpeg")
+    image_cols = st.slider("Gallery Columns 🖼", min_value=1, max_value=15, value=5)
+    cols = st.columns(image_cols)
+    for idx, image_file in enumerate(image_files):
+        with cols[idx % image_cols]:
+            img = Image.open(image_file)
+            #st.image(img, caption=image_file, use_column_width=True)
+            st.image(img, use_column_width=True)
+            display_glossary_entity(os.path.splitext(image_file)[0])
+
+    # Video Gallery (Let’s roll the tapes 🎬)
+    st.subheader("Video Gallery 🎥")
+    video_files = glob.glob("*.mp4")
+    video_cols = st.slider("Gallery Columns 🎬", min_value=1, max_value=5, value=3)
+    cols = st.columns(video_cols)
+    for idx, video_file in enumerate(video_files):
+        with cols[idx % video_cols]:
+            st.markdown(get_video_html(video_file, width="100%"), unsafe_allow_html=True)
+            display_glossary_entity(os.path.splitext(video_file)[0])
+
+    # Audio Gallery (Tunes for the mood 🎶)
+    st.subheader("Audio Gallery 🎧")
+    audio_files = glob.glob("*.mp3") + glob.glob("*.wav")
+    audio_cols = st.slider("Gallery Columns 🎶", min_value=1, max_value=15, value=5)
+    cols = st.columns(audio_cols)
+    for idx, audio_file in enumerate(audio_files):
+        with cols[idx % audio_cols]:
+            st.markdown(get_audio_html(audio_file, width="100%"), unsafe_allow_html=True)
+            display_glossary_entity(os.path.splitext(audio_file)[0])
+
+if __name__ == "__main__":
+    main()
+
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 if __name__ == "__main__":
     main()