abhiagar's repositories
awesome-generative-ai-guide
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
azureml-examples
Official community-driven Azure Machine Learning examples, tested with GitHub Actions.
BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
chat-with-your-data-solution-accelerator
A Solution Accelerator for the RAG pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences. This includes most common requirements and best practices.
dbdemos
Demos to implement your Databricks Lakehouse
generative-ai-for-beginners
12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
Generative_Deep_Learning_2nd_Edition
The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.
large-language-models
Notebooks for Large Language Models (LLMs) Specialization
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
LLM_course_part_1
Course notebooks and all the code for the first LLM course.
llmops-examples
Example code and notebooks related to mlflow, llmops, etc.
Medical_PreAuth_Bot
This medical Bot accepts patient’s medical record (pdf). It refers the provided guidelines and makes decision for pre-authorization for a medical insurance for the requested Current Procedural Terminology (CPT) code(s). It uses OpenAI API to access its latest ‘gpt-4-1106-preview’ model and uses retrieval technology (RAG) for proof-of-concept.
medical_preAuthBot
This medical Bot accepts patient’s medical record (pdf). It refers the provided guidelines and makes decision for pre-authorization of medical insurance for the requested Current Procedural Terminology (CPT) codes. It uses OpenAI API to access its latest ‘gpt-4-1106-preview’ model and uses retrieval technology (RAG). Optimisation & expansion - wip.
mslearn-aml-cli
Lab files for Learn modules on using the Azure Machine Learning CLI (v2)
nlp-and-transformers
Course Materials for course "NLPs and Transformers" @ Pluralsight
notebooks
Jupyter notebooks for the Natural Language Processing with Transformers book
openai-cookbook
Examples and guides for using the OpenAI API
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
spark-nlp-workshop
Public runnable examples of using John Snow Labs' NLP for Apache Spark.
The-NLP-Pandect
A comprehensive reference for all topics related to Natural Language Processing
Transformers-for-NLP-2nd-Edition
Under the hood working of transformers, fine-tuning GPT-3 models, DeBERTa, vision models, and the start of Metaverse, using a variety of NLP platforms: Hugging Face, OpenAI API, Trax, and AllenNLP