Anton Umnikov's starred repositories
openai-cookbook
Examples and guides for using the OpenAI API
kubernetes-the-hard-way
Bootstrap Kubernetes the hard way. No scripts.
alpaca.cpp
Locally run an Instruction-Tuned Chat-Style LLM
CKAD-exercises
A set of exercises to prepare for Certified Kubernetes Application Developer exam by Cloud Native Computing Foundation
llama-cpp-python
Python bindings for llama.cpp
generative-ai
Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI
llm-numbers
Numbers every LLM developer should know
ArXivChatGuru
Use ArXiv ChatGuru to talk to research papers. This app uses LangChain, OpenAI, Streamlit, and Redis as a vector database/semantic cache.
apprunner-roadmap
This is the public roadmap for AWS App Runner.
Redis-Workshops
Learn Redis Enterprise and Redis Stack with simple Google Colab notebooks
redis-sql-trino
Real-time Indexed SQL Queries for Redis
sunfish.lua
tiny and basic chess engine for lua. Port of https://github.com/thomasahle/sunfish
upjet-provider-template
A template for Upjet-based crossplane providers.
gcp-redis-llm-stack
Reference architecture for LLM-based applications on Google Cloud Platform with Redis Enterprise as a high-performance data layer.
azure-openai-redis-deployment
End-to-end deployment of Azure OpenAI applications using Redis Enterprise as a vector database.
beats-by-redis
A demonstration of Redis Stack with Vue, Express, and Node.js
ha-iris-k8s
Highly available IRIS deployment on Kubernetes without mirroring
Redis-Enterprise-on-k8s-the-easy-way
Setup Redis Enterprise Cluster on k8s Cluster with three nodes, using Redis Enterprise Kuberneted Operator
financial-vss
Notebooks demonstrating vector search & RAG design patterns with Redis Python clients.
Redis-VSS-Streamlit
Redis Vector Similarity Search
Databricks-Redis
Databricks notebook, using Spark-Redis integration and RediSearch