This is a comprehensive and well-structured bash script for running prompts against multiple Ollama models and generating HTML output. Here's a detailed review, covering its strengths, potential improvements, and some considerations: **Overall Strengths:** * **Clear Structure:** The script is well-organized into logical functions, making it readable and maintainable. Each function has a specific purpose. * **Comprehensive Features:** It includes a wide range of features, such as: * Running prompts against multiple Ollama models. * Generating HTML output with links to individual model results. * Saving model outputs, statistics, and thinking content. * Handling timeouts and errors. * Generating a main index page for easy navigation. * Parsing command-line arguments effectively. * **Good Use of Functions:** Functions promote code reusability and reduce redundancy. * **Error Handling:** Includes checks for errors (e.g., failed to create directories, failed to run models) and attempts to handle them gracefully. * **Output Directory Organization:** Uses a consistent directory structure for storing results. * **HTML Generation:** Generates well-structured HTML with appropriate headers, footers, and links. * **Model Information:** Extracts and presents information about each model (architecture, parameters, etc.). * **Thinking Content Extraction:** Attempts to extract "thinking" content from the model's output. * **Statistics Collection:** Collects various statistics related to the model run (duration, memory usage, etc.). * **Timeout Mechanism:** Implements a timeout mechanism to prevent runaway model runs. **Potential Improvements and Considerations:** 1. **Error Message Clarity:** While error handling exists, some error messages could be more informative. For example, when a model fails to run, it might be helpful to include the specific error message from Ollama. 2. **Timeout Handling:** The timeout mechanism uses `sleep` and `kill`. While functional, it's a bit rudimentary. Consider using a more robust approach like `timeout` (if available on the system) or a more sophisticated process monitoring mechanism. 3. **Command-Line Argument Parsing:** The `parseCommaandLine` function is good, but it could benefit from more robust validation. For example, checking the data type of arguments (e.g., ensuring a number is provided for the timeout). 4. **HTML Sanitization:** While the `safeString` function attempts to sanitize input for HTML, it might not cover all potential XSS vulnerabilities. Consider using a more comprehensive HTML sanitization library if security is a major concern. 5. **Model Discovery:** The script relies on `o llama list` to get the list of available models. This assumes that Ollama is running and the list is up-to-date. 6. **Output Directory Handling:** The script creates the output directory if it doesn't exist. Consider adding an option to check if the directory already exists and prompt the user for confirmation or to overwrite it. 7. **Concurrency:** The script runs each model run sequentially. For a large number of models, consider using background processes or other concurrency techniques to speed up the process. 8. **Logging:** Adding more detailed logging (e.g., to a log file) could be helpful for debugging and tracking the script's execution. 9. **Configuration:** Some parameters (e.g., timeout duration, output directory) are hardcoded. Consider using a configuration file or command-line options to make these parameters more flexible. 10. **Code Duplication:** Some code patterns (e.g., creating HTML elements) are repeated in multiple functions. Consider creating helper functions to avoid duplication. 11. **`sed` Usage:** The script uses `sed` in several places. While `sed` is powerful, it can be difficult to read and maintain. Consider using other tools (e.g., `awk`, `grep`) where appropriate. 12. **`expect` Usage:** The `expect` script for clearing the model session is a bit fragile and might be sensitive to changes in the Ollama output. Consider alternative approaches if possible. 13. **`getSortedResultsDirectories`:** This function is a bit complex. Consider simplifying it or using a more straightforward approach. **Specific Code Snippets for Potential Improvement:** * **`parseCommaandLine`:** Consider using `getopts` for more robust argument parsing. * **`safeString`:** Look into using a dedicated HTML sanitization library like `DOMPurify` for better security. * **`runModelWithTimeoout`:** Explore using the `timeout` command or a more robust process monitoring library. * **`createMainModelIndexHtml`:** Consider using a templating engine (like Jinja2) for generating the HTML, which can improve readability and maintainability. **Example of a potential improvement (Timeout Handling):** Instead of using `sleep` and `kill`, you could use the `timeout` command (if available): ```bash runModelWithTimeoout() { ollama run --verbose "${model}" -- "${prompt}" > "${modelOuputTxt}" 2> "${modelStatsTxt}" & timeout $TIMEOUTs seconds bash -c "wait $! || echo '[ERROR: Multirun Timout after $TIMEOUTs seconds]' >> '${modelOuputTxt}'" } ``` **In summary:** This is a very useful and well-written script. Addressing the potential improvements mentioned above will make it even more robust, maintainable, and user-friendly. The script provides a powerful way to automate the process of running prompts against multiple Ollama models and generating comprehensive results.