ramesh-dev-code/mcp-use-multi-server

This repository demonstrates augmenting LLMs with external knowledge through multiple MCP servers using mcp-use

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ramesh-dev-code/multimodal-rag

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ramesh-dev-code/openvino-projects

This repository is a collection of Python scripts and Jupyter notebooks for understanding the performance improvement in image classification, object detection and instance segmentation with OpenVINO. It also contains reference implementations of dwell time analytics, ALPR and polyp detection.

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ramesh-dev-code/mlflow-projects

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ramesh-dev-code/polyp-detection-yolov11n

This repository contains the BKM for training YOLOv11n model on Intel Arc A770 GPU and the reference implementation of polyp detection in colonoscopy video with the optimized model using OpenVINO 2025

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ramesh-dev-code/intel-certified-developer-mlops Fork of intel/certified-developer

Official repository of the Intel Certified Developer Program

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ramesh-dev-code/Medical-RAG-on-Intel-AI-PC Fork of AIAnytime/Medical-RAG-using-Bio-Mistral-7B

This is a Medical Chatbot with RAG pipeline implemented using the Open-Source stack including BioMistral-7B LLM, PubMedBert embedding model, Qdrant Vector DB, Llamacpp for optimizing inference performance on CPU, and LangChain framework. I provided the installation steps with updated dependencies to quickly run it on Intel AI PC.

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ramesh-dev-code/Medical-RAG-using-Bio-Mistral-7B Fork of GURPREETKAURJETHRA/Medical-RAG-using-Bio-Mistral-7B

This is a Medical Chatbot with RAG pipeline implemented using the Open-Source stack including BioMistral-7B LLM, PubMedBert embedding model, Qdrant Vector DB, Llamacpp for optimizing inference performance on CPU, and LangChain framework. I provided the installation steps with updated dependencies to quickly run it on Intel AI PC.

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ramesh-dev-code/agentic-applications

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ramesh-dev-code/online-learning-kf

An online-learning algorithm based on adaptive Kalman filter for detecting the early-onset of high-voltage spindles in the local field potentials of parkinsonian rats

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ramesh-dev-code/offline-learning-kf

Predictive model-based algorithm for detecting the early-onset of pathological high-voltage spindles in parkinsonian rats

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ramesh-dev-code/faulty-ethernet-cables

Develop the deep learning-based application to classify the status of Ethernet cables on the device under test

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ramesh-dev-code/missing-fan

Deep learning-based image classification of missing fan in the device under test

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ramesh-dev-code/misaligned-heat-sink

Deep learning-based image classification of misaligned heat sink in the device under test

Language: Python - Size: 174 KB - Last synced at: 8 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

ramesh-dev-code/misalignedcover

Develop the deep learning-based application to classify the status of cover on the device under test

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ramesh-dev-code/faulty-fan-wires

Deep learning-based image classification of misaligned and faulty fan wires in the device under test

Size: 5.86 KB - Last synced at: 8 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0