50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
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End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
llama3 implementation one matrix multiplication at a time
Translated🔍 Hands-on LLM Application Development, Part 1: A Full-Stack Guide to RAG Technology. Read online at: https://datawhalechina.github.io/all-in-rag/
- embedding
- kimi-k2
- langchain
- llama-index
TranslatedMachine learning tutorials
The repository host gives no description.
- burst
- multicore-processors
- ecs
- entity
My understanding of Unreal Engine 5's GameplayAbilitySystem plugin with a simple multiplayer sample project.
Sutskever 30 implementations inspired by https://papercode.vercel.app/ | For Agents, use https://github.com/pageman/Sutskever-Agent | Polyglot / Multi-Backed version at https://github.com/pageman/sutskever-30-beyond-numpy
Translated:honeybee: IoT Technical Guide --- Building a high-performance IoT platform and IoT solutions from scratch, and source code analysis of Thingsboard :sparkles: :sparkles: :sparkles: (IoT Platform, SaaS, MQTT, CoAP, HTTP, Modbus, OPC, WebSocket, Thing Model, Protobuf, PostgreSQL, MongoDB, Spring Security, OAuth2, RuleEngine, Kafka, Docker)
This repo covers Kubernetes with LABs: Kubectl, Pod, Deployment, Service, PV, PVC, Rollout, Multicontainer, Daemonset, Taint-Toleration, Job, Ingress, Kubeadm, Helm, etc.
- kubernetes
- kubernetes-cluster
- kubernetes-deployment
- kubectl
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
- pytorch
- pytorch-tutorial
- object-detection
- single-shot-multibox-detector
Multi-agent systems, memory, planning, reasoning loops
- aiagents
- agent-skills
- agentic-ai
- agentic-ai-development
How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows
Source code of a multiple series of tutorials about the hypervisor. Available at: https://rayanfam.com/tutorials
- hypervisor
- ept
- hidden-hook
- tutorial
Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.
- mathematics
- linear-algebra
- python
- jupyter
JS Expert Week 7.0 - 🙅🤏🏻 Controlling Streaming Platforms using Eye and Hand Detection 👁🖐
- eye-detection
- hand-detection
- javascript
- machine-learning
The repository host gives no description.
- gemm
- matrix-multiplication
- gotoblas
- blis
Java Basics ( Java-25 )
- java
- java8
- multithreading
- collections
TranslatedMulti-scenario AI workbench: six-layer master outline + topology wiring diagram + public-version workbench templates (four scenarios can run, source code can be copied and used as is) + memory mechanism. Companion marketplace: https://www.mydsh.xyz . Author: https://linyujia.me . Note: it does not work as soon as it is installed; the scenarios need to be tuned to your own content.
Tutorial on Multicore OCaml parallel programming with domainslib
- ocaml
- multicore
TranslatedMultimodal retrieval in practice: intent recognition, prompt engineering, Qwen LoRA, EmbeddingGemma 2, and InfoNCE contrastive learning. Includes real demos, integration of your own data, training and evaluation, and a learning guide to RAG retrieval components.
- clip
- ecommerce
- image-retrieval
- image-search
Multiple ways to install cilium in eks