Lemon AI Open Source Release V0.2.1

Open-Source Version: V0.2.1

🧠 Core Functionality Enhancements

✅ 1. Optimized ReAct Mode: Error Feedback + Self-Correction Mechanism

In the ReAct (Reasoning + Acting) mode, when a tool call or execution step encounters an error, the system now provides detailed error information back to the large language model (LLM). This guides the LLM to reflect on the error and make corrections. This improvement significantly enhances the AI's fault tolerance and self-adjustment capabilities when facing exceptions, making it more akin to human "trial-and-error learning."

✅ 2. Support for Automatic "Continue" Completion of Generated Content

To address the issue of some LLM outputs being limited by max_tokens, we've introduced an automatic "continue" completion mechanism in the generation module. When truncated output is detected, the system will automatically initiate the next round of generation, ensuring the completeness of the final output and preventing task failures due to length constraints.

✅ 3. Optimized Memory Management Module Output Format

To help the LLM better understand historical execution processes and intermediate results, we've optimized the output format of the memory management module. The new structured memory representation reduces information ambiguity, allowing the model to identify key information more efficiently. This helps avoid redundant operations and improves overall execution efficiency.

✅ 4. Planning and ReAct Support Continued Execution Based on Previous Memory

In this update, both the Planning and ReAct modules now support resuming context and continuing execution from previous memory. This feature provides stronger support for long-running tasks.


💬 User Experience Optimizations

✅ 1. Fixed Content Interference Issue During Concurrent Multi-Tasking

In previous versions, content could get mixed up when multiple tasks were running simultaneously. This update fixes the relevant logic, ensuring that each task runs independently without interference.

✅ 2. Fixed Abnormal Display of Code Blocks in Markdown Files

We've fixed the issue with abnormal rendering of code blocks in Markdown (.md) files, ensuring proper display of syntax highlighting and formatting.

✅ 3. Fixed Issue Where Generated Workspace Files Were Not Viewable in VSCode

In earlier versions, some users reported being unable to view files generated by LemonAI within the VSCode plugin environment. This update resolves the issue, allowing users to smoothly view and edit generated files in the VSCode explorer.

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