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Trần Quang Minh
developerBuilds rag-ops · This project applies the core knowledge from the LLMOps module, including the design and i
Public projects
rag-ops
This project applies the core knowledge from the LLMOps module, including the design and implementation of the API Layer, Inference Layer, Observability Layer, Cache Layer, Guardrails Layer, Routing Layer, and the Data Ingestion Pipeline.
Pythonairflowchatbotchromadb
VMARC-QA
Official implementation of 'A knowledge-based Multi-agent approach for Vietnamese VQA with rationale explanations' (AICI 2026).
Jupyter Notebookai-agentslangchainlanggraph
Vanishing-Gradient
Pipeline for solving the Vanishing Gradient problem in Deep Learning. Implements methods such as ReLU, BatchNorm, Skip Connection, and gradient optimization to improve deep model training.
Jupyter Notebookdeeplearningpytorchvanishing-gradient
paddleocr-license-plate-playbook
A tutorial-style codebase demonstrating PaddleOCR workflows for LPR (training, inference, configs, and practical modifications).
Jupyter Notebook
rag-ops-old
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Python
vinle-grpo-demo-ui
Web-based inference UI for the VINLE‑GRPO Vietnamese VQA‑NLE model (Enhancing Vietnamese VQA‑NLE via Learning to Explain with GRPO, ICISN 2026).
Python
Likely stack
OpenAILangChainLangGraphPyTorchVector DB
