AI Summary: @Vidit-Ostwal has suggested setting output_log_file = True when defining the crew to determine if the mail sending task is executing twice or if other agents are being called. They have also created a PR (#1985) that enhances the readability of the logs by saving them in JSON format. They are

AI Summary: @Vidit-Ostwal has suggested that developing features misaligned with maintainers' vision is counterproductive. The commenter faces latency issues with multiple API hits, and believes maintainers should consider a solution like Kafka to address this. The approach to the problem is left to the maintainers' discretion.

AI Summary: @Vidit-Ostwal has suggested that to make Crew AI more production-ready, it's essential to limit the number of agents working simultaneously to avoid potential latency issues. This would involve ensuring that no more than one or two agents are active at any given time. @Vidit-Ostwal has offered to collaborate on a

AI Summary: @Vidit-Ostwal has suggested that providing code examples would be helpful for understanding the issue. They recommend creating an output class for Task 1 with a detail field to facilitate communication between agents. Additionally, they highlight that the description in 'task2' mentions a detail parameter that is not yet defined, which

AI Summary: @Vidit-Ostwal has suggested providing the complete code since the description may be unclear.

AI Summary: @Vidit-Ostwal has suggested a feature to address the issue raised in #1970. They propose adding a JSON format option to the output_log_file for enhanced analysis, which is currently saved in a non-parsable .txt format. They express willingness to contribute a pull request to implement this feature.

AI Summary: @Vidit-Ostwal has suggested looking into the usage of use_vision set = True in defining an agent. They inquire about whether a screenshot is sent to the multimodal LLM for parsing or if the system still falls back on scraping elements and making decisions based on that. They mention that the

AI Summary: @Vidit-Ostwal has suggested adding a feature to save logs as JSON files. This feature can be enabled by setting output_log_file to True or providing a file name and setting save_as_json to True. The generated JSON file contains an array of JSON events, simplifying parsing and analysis.

AI Summary: @Vidit-Ostwal has suggested changing the parse_run_traces function to include the last four letters of the trace's run_id. This change generates a unique key for each call. This modification ensures that every call has a distinct identifier, potentially enhancing traceability and facilitating efficient data retrieval.

AI Summary: @Vidit-Ostwal has suggested modifying the validate_samples functionality to additionally identify the indexed sample responsible for any detected issues. This enhancement will enhance troubleshooting by pinpointing the specific sample causing problems.