Pinned Repositories
AI-for-Medical-Diagnosis
AI for Medical Diagnosis contains three assignments, 1) Chest X-Ray Medical Diagnosis with Deep Learning, 2) Evaluation of Diagnostic Models, 3) Brain Tumor Auto-Segmentation for Magnetic Resonance Imaging (MRI)
AI-in-2D-Medical-Imaging
In this project I have build algorithm for deducting pneumonia using chest X-ray. The dataset for this project was curated by the NIH specifically to address the problem of a lack of large x-ray datasets with ground truth labels to be used in the creation of disease detection algorithms.
AI-in-3D-Medial-Imaging-Data
Application of AI in 3D Medical Imaging in quantifying Alzheimer's disease progression through automated measurement of hippocampal volume
AI-in-EHR-Data
Regression Model to predict the estimated hospitalisation for a patient to test a new drug for Diabetes using EHR data
AI-in-Wearable-Device-Data
Pulse Rate Algorithm Project from Wearable device data
langchain-tutorials
Overview and tutorial of the LangChain Library
pandas-ai
Pandas AI is a Python library that integrates generative artificial intelligence capabilities into Pandas, making dataframes conversational
qdrant
Qdrant - Vector Database for the next generation of AI applications. Also available in the cloud https://cloud.qdrant.io/
vector-search-class-notes
Class notes for the course "Long Term Memory in AI - Vector Search and Databases" COS 495 @ Princeton Fall 2023
VectrFlow
SaaS based low code ETL platform for Unstructured data to build Generative AI apps
vgees's Repositories
vgees/VectrFlow
SaaS based low code ETL platform for Unstructured data to build Generative AI apps
vgees/VectrFlow-Dev
SaaS based Low-code ETL Platform for Vector Embeddings and building GenAI Apps
vgees/VectrFlow_Homepage
VectrFlow HomePage
vgees/VectrFlow_Hompage
VectrFlow Homepage
vgees/ai_agents_cookbooks
Cookbooks for AI Agents
vgees/articlewriting
vgees/awesome-generative-ai-guide
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
vgees/ColBERT
ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)
vgees/fastagency
The fastest way to bring multi-agent workflows to production.
vgees/GenAIExamples
Generative AI Examples is a collection of GenAI examples such as ChatQnA, Copilot, which illustrate the pipeline capabilities of the Open Platform for Enterprise AI (OPEA) project.
vgees/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.
vgees/hands-on-llms
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
vgees/lag-llama
vgees/Large-Language-Models
Large language Models (LLM)
vgees/llama-agents
vgees/LLaMA-Factory
Unify Efficient Fine-Tuning of 100+ LLMs
vgees/llama3-from-scratch
llama3 implementation one matrix multiplication at a time
vgees/llama_index
LlamaIndex (GPT Index) is a data framework for your LLM applications
vgees/llama_parse
Parse files for optimal RAG
vgees/LLM-blogs
Jupyter notebooks that support my graph data science blog posts at https://bratanic-tomaz.medium.com/
vgees/meditron
Meditron is a suite of open-source medical Large Language Models (LLMs).
vgees/Pearl
A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.
vgees/ragas
Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines
vgees/ragbook-notebooks
vgees/ragflow
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
vgees/RouteLLM
A framework for serving and evaluating LLM routers - save LLM costs without compromising quality!
vgees/SAM4MIS
Segment Anything Model for Medical Image Segmentation: paper list and open-source project summary
vgees/superlinked
A compute framework for building Search, RAG, Recommendations and Analytics over complex (structured+unstructured) data, with ultra-modal vector embeddings.
vgees/tamil-llama
A New Tamil Large Language Model (LLM) Based on Llama 2
vgees/typesense
Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences