Abstract: In recent years, the development of Solidity smart contracts has been increasing rapidly in popularity. Code cloning is a common coding practice, and many prior studies have revealed that ...

Abstract: Large language models (LLMs), pre-trained or fine-tuned on large code corpora, have shown effectiveness in generating code completions. However, in LLM-based code completion, LLMs may ...

One command. Guided setup. Talking to your agent from Telegram within minutes. Instar turns Claude Code from a powerful CLI tool into a coherent, autonomous partner. Persistent identity, memory that ...

return "STRATEGY: semantic - Standard semantic similarity search." elif "synthesize" in prompt_lower and "context:" in prompt_lower: return "Based on the retrieved information, here's a comprehensive ...