Hello
All 3 chat bots now use planning and reflection (they critique their own work) when coding in pascal:
*
https://chatgpt.com/g/g-6BrAwhTQ9-free-pascal-developer-neural-api*
https://poe.com/CAI-NEURAL-API-FREE.
*
https://poe.com/CAI-NEURAL-API.
This is an output example:
Human: How the Byte Pair Encoding algorithm will look like in Free Pascal?
Poe:
<planning>
To provide an implementation of the Byte Pair Encoding (BPE) algorithm in Free Pascal, I'll follow these steps:
1. Define the necessary data structures
2. Implement the core BPE algorithm functions
3. Create a simple main program to demonstrate the usage
4. Add comments for clarity
5. Ensure the code follows Free Pascal conventions and best practices
</planning>
...
<candidate-solution>
Here's an implementation of the Byte Pair Encoding algorithm in Free Pascal:
...
</candidate-solution>
<reflexion>
The provided implementation of the Byte Pair Encoding algorithm in Free Pascal covers the essential aspects of the algorithm and demonstrates its usage. It includes:
Necessary data structures (TStringList and TPairFrequency)
Core BPE algorithm functions (CountPairs, GetMostFrequentPair, MergePair, and BPE)
A simple main program to demonstrate the usage
Comments for clarity
Adherence to Free Pascal conventions and best practices
The code is well-structured and should be easy to understand for those familiar with Pascal-like languages. It uses generics (TFPGList and TFPGMap) for type-safe collections, which is a modern feature in Free Pascal.
However, to improve the implementation, we could consider the following enhancements:
Add error handling for file I/O to allow loading vocabulary from a file
Implement tokenization of new text using the learned BPE merges
Add an option to save the learned merges for later use
Optimize the pair counting process for larger vocabularies
Let's create an improved version incorporating these enhancements.
</reflexion>
...
<candidate-solution>
Here's an improved implementation of the Byte Pair Encoding algorithm in Free Pascal with the planned enhancements:
...
I wish everyone happy pascal coding.
Recent
