Fix: Eigent Task Startup Takes Too Long

Hey guys, I'm experiencing some seriously slow task startups in Eigent, and I wanted to see if anyone else is running into this issue. It's making it a real pain to get things done, and I'm hoping we can figure out what's going on.

The Problem: Slow Task Initialization

I'm using Eigent version 0.0.79 on my Asus machine with 16 threads and 16GB of RAM, running Windows 11. The main issue is that starting a task seems to take an awfully long time. Looking at the logs, it seems like the Terminal Toolkit initialization might be the culprit, but I'm not entirely sure.

I've included a screenshot from the Eigent interface to show the delay. As you can see, the application is stuck in the planning phase. I opened a new project while the other one was stuck in the planning stage and sent a prompt, but the prompt is missing and no /chat request is sent to the local backend.

Also, as you can see, I sent a prompt, but it disappeared and no /chat request was sent to the local backend.

I've tried a few things, but I'm still stuck. Let's dive deeper into the logs, and maybe we can find a solution.

Deep Dive into the Logs: What's Happening?

I've included the relevant sections of the log to help diagnose the issue. Let's break it down:

• Dependency Re-optimization: The log starts with a forced re-optimization of dependencies. This seems like a standard procedure, but it could be a potential point of delay if there are any issues during this phase.

• Electron Build Process: The build process for the Electron application is initiated. This involves transforming modules and building various files. The log shows a build time of 31422ms (approximately 31 seconds) for the main process files. This is a significant chunk of time, and it's something we should look at.

• CDP Browser Initialization: The Chrome DevTools Protocol (CDP) browser is initialized on port 9222. This involves setting up a CDP profile directory and enabling the protocol. This part is also likely to take some time, but it's essential for debugging and running the application.

• Backend Service Startup: The backend service, which includes FastAPI, is started. The log shows the use of a virtual environment (venv) and the port used. The backend startup process itself takes a little bit of time as it checks for the port availability and initializes the tools.

• Agent Creation: The log shows the creation of several agents, including the question_confirm_agent, coordinator_agent, task_agent, new_worker_agent, and various toolkit agents. The creation and initialization of these agents can also be time-consuming.

• Terminal Toolkit Initialization: As mentioned before, the TerminalToolkit initialization appears multiple times in the logs, and this seems to take a significant amount of time.

• Task Decomposition and Workforce Creation: Once a complex task is identified, the application creates a workforce and decomposes the task. This involves creating new agents and initializing the task environment.

• Sync Step Error: There are some sync step errors in the logs, which could indicate connection issues or delays.

• Agent Initialization: The creation of several agents takes place in the logs. This includes the coordinator_agent, task_agent, and new_worker_agent. The setup of these agents can contribute to the overall startup time.

Potential Causes and Solutions:

Here are some of the potential causes that could lead to the slow startup times:

• Slow Terminal Toolkit Initialization: As we saw in the logs, the initialization of the TerminalToolkit appears multiple times and is taking a significant amount of time. This could be due to a number of factors, such as slow terminal configuration, or resource allocation. The TerminalToolkit is used for many functions such as the use of file operations and code execution.

  • Solution: Investigate the Terminal Toolkit initialization process. Try optimizing configurations, and look into the time it takes to create a new session.

• Build Process Optimization: The Electron build process might be taking too long. This could be due to inefficient module transformations or other build-related bottlenecks.

  • Solution: Review the build configuration. Tools like webpack or Vite are frequently used in Electron projects. Make sure the build process is optimized for development. Try optimizing the build process, by reducing the amount of files that need to be transpiled. Consider using caching to speed up subsequent builds.

• Resource Constraints: If the system resources (CPU, RAM) are limited, starting a task could take longer. Multiple processes are running during startup, and they can exhaust resources.

  • Solution: Ensure you have enough system resources. You can close unnecessary applications to make more RAM available. You can also monitor resource usage during startup to identify any bottlenecks. Check resource usage (CPU, RAM, disk I/O) during the startup process using the Task Manager or resource monitoring tools.

• Network Issues: Check your network connection. If there are any network connection issues, there can be delays.

  • Solution: Check your network connection. Run a speed test to ensure that the internet connection is stable. Make sure there are no firewall rules that are blocking the application from connecting to resources.

• Agent Initialization Time: The log shows several agents initializing, which takes a while.

  • Solution: Agent initialization could be a potential bottleneck. Investigate the agent creation process. If the agents have a lot of dependencies, the process can take longer. Try initializing agents in parallel to reduce the overall startup time.

• FastAPI Backend Startup: The backend startup could be another potential cause.

  • Solution: Investigate backend service startup time. The use of FastAPI and the uvicon server means the application can be slow. Ensure the database connection and the models can be loaded. Profile the backend service to identify and optimize slow components. Check the database connections and ensure that they can be established quickly.

• Virtual Environment (venv) Activation: If the virtual environment activation takes a lot of time, it can cause problems.

  • Solution: Make sure the virtual environment is correctly configured. Check to make sure that the environment variables are not causing a delay.

Next Steps: What Can We Do?

Here's what I think we should do next to tackle this issue:

• Profiling: Use profiling tools to pinpoint the exact parts of the code that are causing the delay. This will help us identify the biggest bottlenecks.

• Resource Monitoring: Keep an eye on the resource usage (CPU, RAM, disk I/O) during startup. This will let us know if there are any resource constraints that are slowing things down.

• Code Review: We should review the code, especially in the TerminalToolkit initialization and the Electron build process, to find any opportunities for optimization.

• Community Input: I'm hoping that others in the community have encountered similar issues. If anyone has experience with this, please share your insights and any solutions you might have found!

I'll keep you updated on any progress. In the meantime, any thoughts or suggestions would be greatly appreciated. Thanks, guys!