umairakhtar123

umairakhtar123's Stars

• NirDiamant/RAG_Techniques

  This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.

  Language:Jupyter Notebook6.1k568

• crewAIInc/crewAI

  Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

  Language:Python19.2k2.7k

• Azure-Samples/ai-studio-in-a-box

  Simple Azure AI Studio setup following Microsoft's best practices for security and access management

  Language:Bicep101

• Azure/gen-cv

  Vision AI Solution Accelerator

  Language:Jupyter Notebook396218

• joslat/AgenticAIAutoGen

  Demos for my Talk at .NET Day Switzerland

  Language:C#72

• karpathy/LLM101n

  LLM101n: Let's build a Storyteller

  28.3k1.5k

• github-community-projects/org-metrics-dashboard

  An actions-powered dashboard to get an overview of your organization's open source repository health

  Language:TypeScript5517

• anthropics/anthropic-quickstarts

  A collection of projects designed to help developers quickly get started with building deployable applications using the Anthropic API

  Language:TypeScript2.5k222

• n8n-io/self-hosted-ai-starter-kit

  The Self-hosted AI Starter Kit is an open-source template that quickly sets up a local AI environment. Curated by n8n, it provides essential tools for creating secure, self-hosted AI workflows.

  1.7k227

• Cinnamon/kotaemon

  An open-source RAG-based tool for chatting with your documents.

  Language:Python11.7k860

• huggingface/accelerate

  🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

  Language:Python7.7k931

• huggingface/datasets

  🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

  Language:Python19k2.6k

• huggingface/Google-Cloud-Containers

  Including Hugging Face Deep learning Containers for Google Cloud

  Language:Dockerfile1039

• projectdiscovery/katana

  A next-generation crawling and spidering framework.

  Language:Go10.8k572

• projectdiscovery/nuclei-templates

  Community curated list of templates for the nuclei engine to find security vulnerabilities.

  Language:JavaScript9k2.6k

• facebookresearch/FiD

  Fusion-in-Decoder

  Language:Python548107

• google-gemini/cookbook

  Examples and guides for using the Gemini API

  Language:Jupyter Notebook4.9k690

• nafisalawalidris/FastAPI-learning

  This repository documents my exploration of FastAPI a modern Python framework for building APIs. It includes my progress, practical implementations and insights as I learn to create high-performance APIs. The repo covers setup, development and deployment of FastAPI applications and serves as a portfolio of my learning experience.

  Language:Python2

• microsoft/RAG_Hack

  Hack Together: RAG Hack | Register, Learn, Hack

  33270

• neo4j-partners/neo4j-generative-ai-google-cloud

  Demonstration application showing how Neo4j works with Google Vertex AI Generative AI

  Language:Jupyter Notebook11545

• tantaraio/voy

  🕸️🦀 A WASM vector similarity search written in Rust

  Language:Rust86831

• chisasaw/redcache-ai

  A memory framework for Large Language Models and Agents.

  Language:Python1567

• Stephen-SMJ/LAMBDA

  This is the offical repository of paper "LAMBDA: A large Model Based Data Agent". https://www.polyu.edu.hk/ama/cmfai/lambda.html

  36916

• Azure-Samples/AI-Gateway

  APIM ❤️ OpenAI - this repo contains a set of experiments on using GenAI capabilities of Azure API Management with Azure OpenAI and other services

  Language:Jupyter Notebook20680

• Azure-Samples/azure-openai-gpt-4-vision-pdf-extraction-sample

  This sample demonstrates how to use GPT-4o with Vision to extract structured JSON data from PDF documents, such as invoices, using the Azure OpenAI Service.

  Language:Jupyter Notebook4815

• sajidkhan2067/LLMOnAWS

  Deploy smaller LLM on AWS Lambda: Phi-2, cost-effective language model

  Language:Shell61

• postgresml/korvus

  Korvus is a search SDK that unifies the entire RAG pipeline in a single database query. Built on top of Postgres with bindings for Python, JavaScript, Rust and C.

  Language:Rust1.2k23

• aws-solutions/generative-ai-application-builder-on-aws

  Generative AI Application Builder on AWS facilitates the development, rapid experimentation, and deployment of generative artificial intelligence (AI) applications without requiring deep experience in AI. The solution includes integrations with Amazon Bedrock and its included LLMs, such as Amazon Titan, and pre-built connectors for 3rd-party LLMs.

  Language:TypeScript14747

• Azure-Samples/graphrag-accelerator

  One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure

  Language:Python1.7k250

• adithya-s-k/omniparse

  Ingest, parse, and optimize any data format ➡️ from documents to multimedia ➡️ for enhanced compatibility with GenAI frameworks

  Language:Python5k410