apps.py

async def respond(
    command: str,
    history: List[Tuple[str, str]],
    system_message: str,
    max_tokens: int,
    temperature: float,
    top_p: float,
    github_api_token: str,
    github_username: str,
    github_repository: str,
    selected_model: str,
    severity: str,
    programming_language: str,
    *args
) -> str:
    global GITHUB_API_TOKEN
    GITHUB_API_TOKEN = github_api_token
    global issues
    issues = []
    global github_client
    github_client = None

    messages = [{"role": "system", "content": system_message}]
    logging.info("System message: {}".format(system_message))

    for user_msg, assistant_msg in history:
        if user_msg:
            messages.append({"role": "user", "content": user_msg})
            logging.info("User message: {}".format(user_msg))
        if assistant_msg:
            messages.append({"role": "assistant", "content": assistant_msg})
            logging.info("Assistant message: {}".format(assistant_msg))

    logging.info("Command received: {}".format(command))

    try:
        command, *args = command.split(' ', 1)
        args = args[0] if args else ''
    except ValueError:
        yield "❌ Invalid command format. Use /help for instructions"

    if command == "/github":
        try:
            if not args:
                if github_client:
                    yield f"ℹ️ Current GitHub connection: {github_client.config.username}/{github_client.config.repository}"
                else:
                    yield "ℹ️ Not connected to GitHub"

            parts = args.split(maxsplit=2)  # Allow spaces in token
            if len(parts) < 3:
                raise ValueError("Format: /github <username> <repo> <token>")

            github_client = GitHubIntegration(GitHubConfig(
                username=parts[0],
                repository=parts[1],
                api_token=SecretStr(parts[2])
            ))
            issues = await github_client.fetch_issues()  # Fetch issues after successful connection
            yield "✅ GitHub configured successfully"
        except Exception as e:
            github_client = None
            yield f"❌ Error: {str(e)}"

    elif command == "/help":
        help_message = """Available commands:
          - `/github <username> <repo> <token>`: Connect to a GitHub repository.
          - `/help`: Show this help message.
          - `/generate_code [code description]`: Generate code based on the description.
          - `/explain_concept [concept]`: Explain a concept.
          - `/write_documentation [topic]`: Write documentation for a given topic.
          - `/translate_code [code] to [target language]`: Translate code to another language.
          - `/analyze [issue number]`: Analyze a GitHub issue.
          - `/list_issues`: List all issues in the connected repository.
        """
        yield help_message

    elif command.isdigit() and issues:
        try:
            issue_number = int(command) - 1
            issue = issues[issue_number]
            issue_text = issue['title'] + "\n\n" + issue['body']
            resolution = analyze_issues(issue_text, selected_model, severity, programming_language)

            related_issues = find_related_issues(issue_text, issues)
            related_issue_text = "\n".join(
                ["- {} (Similarity: {:.2f})".format(issue['title'], similarity) for issue, similarity in related_issues]
            )

            yield "Resolution for Issue '{}':\n{}\n\nRelated Issues:\n{}".format(issue['title'], resolution, related_issue_text)
        except Exception as e:
            logging.error("Error analyzing issue: {}".format(e))
            yield "Error analyzing issue: {}".format(e)

    elif command.startswith("/generate_code"):
        code_description = command.replace("/generate_code", "").strip()
        if not code_description:
            yield "Please provide a description of the code you want to generate."
        else:
            prompt = "Generate code for the following: {}\nProgramming Language: {}".format(code_description, programming_language)
            try:
                generated_code = analyze_issues(prompt, selected_model)
                code_output = "<pre>{}</pre>".format(generated_code)
                yield code_output
            except Exception as e:
                logging.error("Error generating code: {}".format(e))
                yield "Error generating code: {}".format(e)

    elif command.startswith("/explain_concept"):
        concept = command.replace("/explain_concept", "").strip()
        if not concept:
            yield "Please provide a concept to explain."
        else:
            prompt = "Explain the concept of {} in detail.".format(concept)
            try:
                explanation = analyze_issues(prompt, selected_model)
                yield "<pre>{}</pre>".format(explanation)
            except Exception as e:
                logging.error("Error explaining concept: {}".format(e))
                yield "Error explaining concept: {}".format(e)

    elif command.startswith("/write_documentation"):
        topic = command.replace("/write_documentation", "").strip()
        if not topic:
            yield "Please provide a topic for documentation."
        else:
            prompt = "Write documentation for the topic: {}".format(topic)
            try:
                documentation = analyze_issues(prompt, selected_model)
                yield "<pre>{}</pre>".format(documentation)
            except Exception as e:
                logging.error("Error writing documentation: {}".format(e))
                yield "Error writing documentation: {}".format(e)

    elif command.startswith("/translate_code"):
        try:
            code, _, target_language = command.replace("/translate_code", "").strip().partition(" to ")
            if not code or not target_language:
                yield "Please provide code and target language in the format: `/translate_code [code] to [target language]`"
            else:
                prompt = f"Translate the following code to {target_language}:\n```\n{code}\n```"
                try:
                    translated_code = analyze_issues(prompt, selected_model)
                    yield "<pre>{}</pre>".format(translated_code)
                except Exception as e:
                    logging.error("Error translating code: {}".format(e))
                    yield "Error translating code: {}".format(e)
        except Exception as e:
            logging.error("Error parsing translate_code command: {}".format(e))
            yield "Error parsing translate_code command: {}".format(e)

    elif command.startswith("/analyze"):
        try:
            if not github_client:
                yield "❌ You need to connect to a GitHub repository first using `/github <username> <repo> <token>`."
            issue_number = int(command.replace("/analyze", "").strip()) - 1
            if 0 <= issue_number < len(issues):
                issue = issues[issue_number]
                issue_text = issue['title'] + "\n\n" + issue['body']
                resolution = analyze_issues(issue_text, selected_model, severity, programming_language)

                related_issues = find_related_issues(issue_text, issues)
                related_issue_text = "\n".join(
                    ["- {} (Similarity: {:.2f})".format(issue['title'], similarity) for issue, similarity in related_issues]
                )

                yield "Resolution for Issue '{}':\n{}\n\nRelated Issues:\n{}".format(issue['title'], resolution, related_issue_text)
            else:
                yield "❌ Invalid issue number. Please enter a valid issue number from the list."
        except Exception as e:
            logging.error("Error analyzing issue: {}".format(e))
            yield "Error analyzing issue: {}".format(e)

    elif command == "/list_issues":
        try:
            if not github_client:
                yield "❌ You need to connect to a GitHub repository first using `/github <username> <repo> <token>`."
            if issues:
                issue_list = "\n".join(
                    [f"- {issue['title']} (Issue #{issue['number']})" for issue in issues]
                )
                yield f"Issues in {github_client.config.username}/{github_client.config.repository}:\n{issue_list}"
            else:
                yield "❌ No issues found in the connected repository."
        except Exception as e:
            logging.error("Error listing issues: {}".format(e))
            yield "Error listing issues: {}".format(e)

    else:
        yield "I'm not sure what you mean. Try using `/help` for a list of available commands."