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generate-insights-from-data-formats-with-watson

How do we process data in different formats like docx, pdf etc and generate insights to be linked with structured data in database?This pattern helps in establishing relations between structured & unstructured data to generate recommendations using Watson NLU & Watson Studio.

get-things-done-with-prompt-engineering-and-langchain

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

gitpal-watsonx-ai-github-chatbot

This project facilitates conversational interaction with any public GitHub repository utilizing advanced technologies such as IBM WatsonX, Langchain, FAISS vector database, and Streamlit.

ibm-common-service-operator

Operator to install IBM Common Services

ibm-generative-ai-reflex-app

IBM Generative AI Reflex App

ibm-quantum-challenge-spring-2023

For IBM Quantum Challenge Spring 2023

ibm-wmla-python-client

A python based client to simplify using IBM Watson Machine Learning Accelerator

image-segmentation

This repo will develop and deploy an image segmentation model using Openshift platform.

image_classification_microservice

image_processing_microservice

image_understanding_k8s

This project is aimed to do various tasks related to image understanding and publish the solution as a Microservices with K8S..

imdb_deploy

Deploy an IMDB sentiment analysis model using kubernetes

industry-accelerators

Repository for storing IBM Industry Accelerator for Cloud Pak for Data artefacts

k8s-ml

🎱 A demonstration of existing machine learning toolkits on Kubernetes

kasmani.github.io

kubernetes-mlops

MLOps tutorial using Python, Docker and Kubernetes.

label-sleuth-watson-nlp-classification-tutorial

Resources associated with IBM Developer tutorial: Prepare and Deploy a Text Classification Model using Label Sleuth and the Watson NLP Library for embeddable AI

lale

Library for Semi-Automated Data Science

langchain

⚡ Building applications with LLMs through composability ⚡

licence-plate-workshop

Licence plate recognition workshop

llama2rag

A working example of RAG using LLama 2 70b and Llama Index

llm-foundry

LLM training code for MosaicML foundation models

lm-hackers

Hackers' Guide to Language Models

lodestar-deployment

LodeStar - Deployment Manifest

ls-ssdd-v1.0-shipdetectioncomputervision

Small Vessel Detection from Synthetic Aperture Radar (SAR) Imagery using Deep Learning

machine-learning-on-kubernetes

Machine Learning on Kubernetes

machine-learning-using-k8s

Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

military_vehicles_tracking

Multiple Object Tracking for Military Vehicles.

ml-cvnets

CVNets: A library for training computer vision networks