📄️ Create a React App
You can create a React application on the Shakudo Platform as a service. Follow the steps below to get started!
📄️ Create a Flask App
You can create a Flask application on Shakudo Platform as a service. Follow the steps below to get started!
📄️ Custom YAML Examples
Learn how to modify your Job or Microservice Pod YAML to add small but powerful changes that may or may not already be supported in the Shakudo UI. This is the ultimate customization path for users familiar with Kubernetes Pods, containers, and specs.
📄️ Chatbot for Beginners: Build a RAG Chatbot with LLMs
Get started with building your first RAG (Retrieval-Augmented Generation) chatbot using large language models. This beginner-friendly tutorial guides you through creating an intelligent chatbot that can answer questions based on your own documents and knowledge base.
📄️ Confluence Q&A App on Shakudo with Langchain and ChatGPT
Chatbot interactions have been revolutionized with advancements in AI and NLP like OpenAI's GPT and LangChain. In this post, we'll explore how to use Shakudo to simplify and enhance the process of building a Q&A app for an Internal Knowledge base from conceptualization to deployment. We chose Confluence for this tutorial because it's an optimal platform for creating internal knowledge bases. Its intuitive interface supports efficient information management, and its advanced search capabilities ensure that you find what you need without unnecessary delays.
📄️ How to Build an Effective GraphRAG System for Your Knowledge Base
Learn how to build a GraphRAG (Graph-based Retrieval-Augmented Generation) system for your knowledge base. This advanced tutorial demonstrates how to enhance traditional RAG systems by incorporating graph structures to better capture relationships and context within your data.
📄️ Create a Shakudo Service Account with Custom Image Pull Secret
This guide creates a Service Account in the hyperplane-pipelines namespace and mounts an image pull secret (Kubernetes secret-based authentication) so Pods can pull private images.
📄️ NLP SQL Chatbot in Dify
Build a natural language to SQL chatbot using Dify and open-source models. This tutorial demonstrates how to create an intelligent chatbot that can convert natural language queries into SQL statements and interact with databases, all powered by open-source LLMs.
📄️ Open WebUI
Open WebUI is an extensible, feature-rich, and user-friendly self-hosted AI interface designed to operate entirely offline. It supports LLM models from OpenAI, Anthropic, self-hosted models, and more. Users can also define and expose their own model backends through the chat interface.
📄️ Advanced: Build a RAG Agent with LLMs and Vector Database
Build an advanced Retrieval-Augmented Generation (RAG) agent that combines large language models with vector databases. This tutorial walks through creating an intelligent agent that can retrieve relevant information from a knowledge base and generate contextually accurate responses.
📄️ Build and Deploy with Streamlit on Shakudo
In this tutorial, we will create a data app with Shakudo and Streamlit, the popular python library to build and share data apps in minutes.