diff --git a/.DS_Store b/.DS_Store index 94957959..b04e01c6 100644 Binary files a/.DS_Store and b/.DS_Store differ diff --git a/README.md b/README.md index 0d0b14cb..ce57169c 100644 --- a/README.md +++ b/README.md @@ -49,6 +49,7 @@ Follow these steps to set up and run GraphRAG Local with Ollama and Interactive 4. **Launch the interactive UI:** ```bash + conda activate graphrag gradio app.py ``` or diff --git a/app.py b/app.py index ac622f9d..d5a44199 100644 --- a/app.py +++ b/app.py @@ -87,12 +87,47 @@ def run_command(command): except subprocess.CalledProcessError as e: return f"Error: {e.stderr}" -def index_graph(root_dir): +def index_graph(root_dir, progress=gr.Progress()): command = f"python -m graphrag.index --root {root_dir}" logging.info(f"Running indexing command: {command}") - result = run_command(command) + + # Create a queue to store the output + output_queue = queue.Queue() + + def run_command_with_output(): + process = subprocess.Popen(command, shell=True, stdout=subprocess.PIPE, stderr=subprocess.STDOUT, text=True) + for line in iter(process.stdout.readline, ''): + output_queue.put(line) + process.stdout.close() + process.wait() + + # Start the command in a separate thread + thread = threading.Thread(target=run_command_with_output) + thread.start() + + # Initialize progress + progress(0, desc="Starting indexing...") + + # Process the output and update progress + full_output = [] + while thread.is_alive() or not output_queue.empty(): + try: + line = output_queue.get_nowait() + full_output.append(line) + + # Update progress based on the output + if "Processing file" in line: + progress((0.5, None), desc="Processing files...") + elif "Indexing completed" in line: + progress(1, desc="Indexing completed") + + yield "\n".join(full_output), update_logs() + except queue.Empty: + time.sleep(0.1) + + thread.join() logging.info("Indexing completed") - return result, update_logs() + return "\n".join(full_output), update_logs() def run_query(root_dir, method, query, history): command = f"python -m graphrag.query --root {root_dir} --method {method} \"{query}\"" @@ -121,7 +156,7 @@ def upload_file(file): # Get the updated file list updated_file_list = [f["path"] for f in list_input_files()] - return status, gr.Dropdown.update(choices=updated_file_list), update_logs() + return status, gr.update(choices=updated_file_list), update_logs() def list_input_files(): input_dir = os.path.join("ragtest", "input") @@ -140,7 +175,7 @@ def delete_file(file_path): # Get the updated file list updated_file_list = [f["path"] for f in list_input_files()] - return status, gr.Dropdown.update(choices=updated_file_list), update_logs() + return status, gr.update(choices=updated_file_list), update_logs() def read_file_content(file_path): try: @@ -208,7 +243,7 @@ def find_latest_graph_file(root_dir): def update_visualization(root_dir, folder_name, file_name): if not folder_name or not file_name: return None, "Please select a folder and a GraphML file." - file_name = file_name.split("] ")[1] # Remove file type prefix + file_name = file_name.split("] ")[1] if "]" in file_name else file_name # Remove file type prefix graph_path = os.path.join(root_dir, "output", folder_name, "artifacts", file_name) if not graph_path.endswith('.graphml'): return None, "Please select a GraphML file for visualization." @@ -275,9 +310,9 @@ def update_visualization(root_dir, folder_name, file_name): title=f'3D Graph Visualization: {os.path.basename(graph_path)}', showlegend=False, scene=dict( - xaxis=dict(showbackground=False), - yaxis=dict(showbackground=False), - zaxis=dict(showbackground=False) + xaxis=dict(showbackground=False, showticklabels=False, title=''), + yaxis=dict(showbackground=False, showticklabels=False, title=''), + zaxis=dict(showbackground=False, showticklabels=False, title='') ), margin=dict(l=0, r=0, b=0, t=40), annotations=[ @@ -289,11 +324,14 @@ def update_visualization(root_dir, folder_name, file_name): x=0, y=0 ) - ] + ], + autosize=True ) - # Return the Plotly figure instead of converting to image - return fig, f"Graph visualization generated successfully. Using file: {graph_path}" + fig.update_layout(autosize=True) + fig.update_layout(height=600) # Set a fixed height + config = {'responsive': True} + return fig, f"Graph visualization generated successfully. Using file: {graph_path}", config except Exception as e: return None, f"Error visualizing graph: {str(e)}" @@ -335,7 +373,7 @@ def send_message(root_dir, query_type, query, history, system_message, temperatu else: # Direct chat result = chat_with_llm(query, history, system_message, temperature, max_tokens, model) history.append((query, result)) - return history, gr.Textbox.update(value=""), update_logs() + return history, gr.update(value=""), update_logs() def fetch_ollama_models(): try: @@ -350,7 +388,7 @@ def fetch_ollama_models(): def update_model_choices(): models = fetch_ollama_models() - return gr.Dropdown.update(choices=models, value=models[0] if models else None) + return gr.update(choices=models, value=models[0] if models else None) custom_css = """ html, body { @@ -415,34 +453,26 @@ def update_model_choices(): margin-top: 10px; } -#visualization-container { - height: 30%; - min-height: 200px; - display: flex; - flex-direction: column; - border: 2px solid var(--color-accent); - border-radius: 8px; - margin-top: 20px; - overflow: hidden; -} - #visualization-plot { - flex: 1; - min-height: 0; + width: 100%; + aspect-ratio: 1 / 1; + max-height: 600px; /* Adjust this value as needed */ } -#vis-controls { - padding: 10px; - background-color: var(--color-foreground); - border-top: 1px solid var(--color-accent); +#vis-controls-row { + display: flex; + justify-content: space-between; + align-items: center; + margin-top: 10px; } -#vis-controls .gr-button { - margin-bottom: 10px; +#vis-controls-row > * { + flex: 1; + margin: 0 5px; } #vis-status { - margin-top: 5px; + margin-top: 10px; } /* Chat input styling */ @@ -540,10 +570,35 @@ def update_model_choices(): } #visualization-container { + display: flex; + flex-direction: column; border: 2px solid var(--color-accent); border-radius: 8px; - padding: 10px; margin-top: 20px; + padding: 10px; + background-color: var(--color-foreground); + height: calc(100vh - 300px); /* Adjust this value as needed */ +} + +#visualization-plot { + width: 100%; + height: 100%; +} + +#vis-controls-row { + display: flex; + justify-content: space-between; + align-items: center; + margin-top: 10px; +} + +#vis-controls-row > * { + flex: 1; + margin: 0 5px; +} + +#vis-status { + margin-top: 10px; } #log-container { @@ -590,7 +645,7 @@ def list_output_files(root_dir): def update_file_list(): files = list_input_files() - return gr.Dropdown.update(choices=[f["path"] for f in files]) + return gr.update(choices=[f["path"] for f in files]) def update_file_content(file_path): if not file_path: @@ -605,36 +660,41 @@ def update_file_content(file_path): def update_output_folder_list(): folders = list_output_folders(root_dir.value) - return gr.Dropdown.update(choices=folders, value=folders[0] if folders else None) + return gr.update(choices=folders, value=folders[0] if folders else None) def update_folder_content_list(root_dir, folder_name): if not folder_name: - return gr.Dropdown.update(choices=[]) + return gr.update(choices=[]) contents = list_folder_contents(os.path.join(root_dir, "output", folder_name)) - return gr.Dropdown.update(choices=contents) + return gr.update(choices=contents) def handle_content_selection(root_dir, folder_name, selected_item): - if selected_item.startswith("[DIR]"): + if isinstance(selected_item, list) and selected_item: + selected_item = selected_item[0] # Take the first item if it's a list + + if isinstance(selected_item, str) and selected_item.startswith("[DIR]"): dir_name = selected_item[6:] # Remove "[DIR] " prefix sub_contents = list_folder_contents(os.path.join(root_dir, "output", folder_name, dir_name)) - return gr.Dropdown.update(choices=sub_contents), "", "" - else: - file_name = selected_item.split("] ")[1] # Remove file type prefix + return gr.update(choices=sub_contents), "", "" + elif isinstance(selected_item, str): + file_name = selected_item.split("] ")[1] if "]" in selected_item else selected_item # Remove file type prefix if present file_path = os.path.join(root_dir, "output", folder_name, "artifacts", file_name) file_size = os.path.getsize(file_path) file_type = os.path.splitext(file_name)[1] file_info = f"File: {file_name}\nSize: {file_size} bytes\nType: {file_type}" content = read_file_content(file_path) - return gr.Dropdown.update(), file_info, content + return gr.update(), file_info, content + else: + return gr.update(), "", "" def initialize_selected_folder(root_dir, folder_name): if not folder_name: - return "Please select a folder first.", gr.Dropdown.update(choices=[]) + return "Please select a folder first.", gr.update(choices=[]) folder_path = os.path.join(root_dir, "output", folder_name, "artifacts") if not os.path.exists(folder_path): - return f"Artifacts folder not found in '{folder_name}'.", gr.Dropdown.update(choices=[]) + return f"Artifacts folder not found in '{folder_name}'.", gr.update(choices=[]) contents = list_folder_contents(folder_path) - return f"Folder '{folder_name}/artifacts' initialized with {len(contents)} items.", gr.Dropdown.update(choices=contents) + return f"Folder '{folder_name}/artifacts' initialized with {len(contents)} items.", gr.update(choices=contents) def list_output_folders(root_dir): output_dir = os.path.join(root_dir, "output") @@ -656,13 +716,13 @@ def list_folder_contents(folder_path): default_model = settings['llm']['model'] with gr.Blocks(css=custom_css, theme=gr.themes.Base()) as demo: - gr.Markdown("# GraphRAG UI", elem_id="title") + gr.Markdown("# GraphRAG Local UI", elem_id="title") with gr.Row(elem_id="main-container"): with gr.Column(scale=1, elem_id="left-column"): with gr.Tabs(): with gr.TabItem("Data Management"): - with gr.Accordion("File Operations", open=False): + with gr.Accordion("File Upload (.txt)", open=True): file_upload = gr.File(label="Upload .txt File", file_types=[".txt"]) upload_btn = gr.Button("Upload File", variant="primary") upload_output = gr.Textbox(label="Upload Status", visible=False) @@ -680,10 +740,11 @@ def list_folder_contents(folder_path): operation_status = gr.Textbox(label="Operation Status", visible=False) - with gr.Accordion("Indexing", open=False): - root_dir = gr.Textbox(label="Root Directory", value="./ragtest") + with gr.Accordion("Indexing", open=True): + root_dir = gr.Textbox(label="Root Directory", value=os.path.abspath("./ragtest")) index_btn = gr.Button("Run Indexing", variant="primary") - index_output = gr.Textbox(label="Indexing Output", lines=5, visible=False) + index_output = gr.Textbox(label="Indexing Output", lines=10, visible=True) + index_progress = gr.Textbox(label="Indexing Progress", visible=True) with gr.TabItem("Indexing Outputs"): output_folder_list = gr.Dropdown(label="Select Output Folder", choices=[], interactive=True) @@ -696,15 +757,15 @@ def list_folder_contents(folder_path): with gr.TabItem("Settings"): settings = load_settings() - with gr.Box(): + with gr.Group(): for key, value in settings.items(): create_setting_component(key, value) - with gr.Box(elem_id="log-container"): + with gr.Group(elem_id="log-container"): log_output = gr.TextArea(label="Logs", elem_id="log-output") with gr.Column(scale=2, elem_id="right-column"): - with gr.Box(elem_id="chat-container"): + with gr.Group(elem_id="chat-container"): chatbot = gr.Chatbot(label="Chat History", elem_id="chatbot") with gr.Row(elem_id="chat-input-row"): query_type = gr.Radio(["global", "local", "direct"], label="Query Type", value="global") @@ -724,11 +785,11 @@ def list_folder_contents(folder_path): refresh_models_btn = gr.Button("Refresh Models", variant="secondary") - with gr.Row(elem_id="visualization-container"): + with gr.Group(elem_id="visualization-container"): vis_output = gr.Plot(label="Graph Visualization", elem_id="visualization-plot") - with gr.Column(elem_id="vis-controls", scale=1): + with gr.Row(elem_id="vis-controls-row"): vis_btn = gr.Button("Visualize Graph", variant="secondary") - vis_status = gr.Textbox(label="Visualization Status", elem_id="vis-status", show_label=False) + vis_status = gr.Textbox(label="Visualization Status", elem_id="vis-status", show_label=False) # Event handlers upload_btn.click(fn=upload_file, inputs=[file_upload], outputs=[upload_output, file_list, log_output]) @@ -742,7 +803,12 @@ def list_folder_contents(folder_path): ) delete_btn.click(fn=delete_file, inputs=[file_list], outputs=[operation_status, file_list, log_output]) save_btn.click(fn=save_file_content, inputs=[file_list, file_content], outputs=[operation_status, log_output]) - index_btn.click(fn=index_graph, inputs=[root_dir], outputs=[index_output, log_output]) + index_btn.click( + fn=index_graph, + inputs=[root_dir], + outputs=[index_output, log_output], + show_progress=True + ) refresh_folder_btn.click(fn=update_output_folder_list, outputs=[output_folder_list]).then( fn=update_logs, outputs=[log_output] @@ -801,4 +867,4 @@ def list_folder_contents(folder_path): """) if __name__ == "__main__": - demo.launch(enable_queue=False) + 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