agentic-graphrag-rl-trainer.Reinforcement Learning trainer for LLM function calling using GRPO. Features AST-based reward functions, QLoRA quantization optimized for consumer Graphic Card, and xLAM dataset support. Includes syntax validation, type checking, and semantic correctness evaluation via BFCL AST Score.