Cookbooks
Welcome to the Cookbooks section! Practical, step-by-step guides and code recipes to build applications with Gravix Layer.
Inference
Implementing MCP server & client from scratch
Build MCP server and client using a working to-do application example.
Automated GitHub Changelog
Effortlessly generate and maintain a professional, AI-powered changelog in your GitHub repository after every push, using n8n.
Text-to-SQL Multi Agent System
Multi-agent AI system for converting natural language to SQL and querying the database.
Stock Analysis using LangChain Orchestration
Analyze stocks with financial data, technical indicators, news sentiment, and LLM-powered insights in a streamlined workflow.
Agentic Email Triage Workflow
Automated email processing with prioritization, summarization, and multi-format reporting using agent orchestration.
Vectors
Simple Retrieval Augmented Generation (RAG) System
Simple Retrieval-Augmented Generation pipeline for fast, reliable knowledge integration.
Agentic Retrieval Augmented Generation (RAG) System
End-to-end implementation of Agentic RAG — ingest, index, retrieve, prompt, and orchestrate agents.
Contextual Retrieval Augmented Generation (RAG) System
Combine retrieval with dynamic prompts and context windows for precise, context-aware responses.