import gradio as gr import re from neo4j import GraphDatabase # Static Neo4j connection details NEO4J_URI = "bolt://localhost:7687" NEO4J_USER = "neo4j" NEO4J_PASSWORD = "0507@#Ny" # Function to query details from Neo4j def query_details_from_neo4j(issue_key, driver): details = {} try: with driver.session() as session: result = session.run( """ MATCH (i:IssueKey {key: $issue_key}) OPTIONAL MATCH (i)-[:HAS_SUMMARY]->(s:Summary) OPTIONAL MATCH (i)-[:HAS_CREATION_DATE]->(cd:CreationDate) OPTIONAL MATCH (i)-[:HAS_ASSIGNEE]->(a:Assignee) OPTIONAL MATCH (i)-[:HAS_REPORTER]->(r:Reporter) OPTIONAL MATCH (i)-[:HAS_REQUIREMENT_ID]->(rid:RequirementId) OPTIONAL MATCH (i)-[:HAS_LABELS]->(l:Labels) OPTIONAL MATCH (i)-[:HAS_COMPONENTS]->(c:Components) RETURN s.text AS summary, cd.value AS creation_date, a.name AS assignee, r.name AS reporter, rid.value AS requirement_id, l.value AS labels, c.value AS components """, issue_key=issue_key ) record = result.single() if record: details["summary"] = record["summary"] details["creation_date"] = record["creation_date"] details["assignee"] = record["assignee"] details["reporter"] = record["reporter"] details["requirement_id"] = record["requirement_id"] details["labels"] = record["labels"] details["components"] = record["components"] except Exception as e: print(f"Error querying Neo4j: {e}") return details # Function to extract entities from user input def extract_entities_from_user_input(user_input): entities = {} issue_key_match = re.search(r"[A-Z]+-\d+", user_input) if issue_key_match: entities["issue_key"] = issue_key_match.group(0) requested_details = re.findall(r"(issue key|creation date|assignee|reporter|requirement id|labels|components|summary)", user_input, flags=re.IGNORECASE) entities["requested_details"] = requested_details return entities # Function to handle the random response from the chatbot def random_response(driver, message, history): try: # Process user input entities = extract_entities_from_user_input(message) # Check if issue key is provided issue_key = entities.get("issue_key") if issue_key: details = query_details_from_neo4j(issue_key, driver) if details: requested_details = entities.get("requested_details", []) if not requested_details: bot_message = "Please specify the details you want (e.g., 'show me creation date and summary')" else: bot_message = "" for detail in requested_details: if detail.lower() == "issue key": bot_message += f"Issue Key: {issue_key}\n" elif detail.lower() == "creation date": bot_message += f"Creation Date: {details['creation_date']}\n" elif detail.lower() == "assignee": bot_message += f"Assignee: {details['assignee']}\n" elif detail.lower() == "reporter": bot_message += f"Reporter: {details['reporter']}\n" elif detail.lower() == "requirement id": bot_message += f"Requirement ID: {details['requirement_id']}\n" elif detail.lower() == "labels": bot_message += f"Labels: {details['labels']}\n" elif detail.lower() == "components": bot_message += f"Components: {details['components']}\n" elif detail.lower() == "summary": bot_message += f"Summary: {details['summary']}\n" else: bot_message += f"Unknown detail: {detail}\n" else: bot_message = f"No details found for issue key {issue_key}" else: bot_message = "Issue key not found in the query" history.append(bot_message) return history, "\n".join(history) except Exception as e: return history, f"Error connecting to Neo4j: {e}" # Function to handle the authentication process def authenticate(user, password): try: # Neo4j driver initialization driver = GraphDatabase.driver(NEO4J_URI, auth=(NEO4J_USER, NEO4J_PASSWORD)) with driver.session() as session: session.run("RETURN 1") return driver, True, "Authentication successful!" except Exception as e: return None, False, f"Authentication failed: {e}" # Function to show the chatbot page upon successful authentication def show_chatbot_page(auth_status, auth_message): if auth_status: return gr.update(visible=False), gr.update(visible=True), auth_message else: return gr.update(visible=True), gr.update(visible=False), auth_message # Main Gradio app with gr.Blocks() as demo: auth_status = gr.State(False) driver = gr.State(None) history = gr.State([]) # Authentication Page with gr.Column() as login_page: user = gr.Textbox(label="Jira Username") password = gr.Textbox(label="Jira Password", type="password") login_button = gr.Button("Login") auth_message = gr.Textbox(label="Authentication Status", interactive=False) # Chatbot Interface with gr.Column(visible=False) as chatbot_page: message = gr.Textbox(label="Enter your query", lines=3) output = gr.Textbox(label="Response", lines=15) submit_button = gr.Button("Query") clear_button = gr.Button("Clear") undo_button = gr.Button("Undo") def clear_chat(history): history.clear() return [], "" def undo_last(history): if history: history.pop() return history, "\n".join(history) login_button.click(authenticate, inputs=[user, password], outputs=[driver, auth_status, auth_message]).then( show_chatbot_page, inputs=[auth_status, auth_message], outputs=[login_page, chatbot_page, auth_message] ) submit_button.click(random_response, inputs=[driver, message, history], outputs=[history, output]) clear_button.click(clear_chat, inputs=[history], outputs=[history, output]) undo_button.click(undo_last, inputs=[history], outputs=[history, output]) if __name__ == "__main__": demo.launch(share=True)