Getting Started

Learn how to build production-grade AI agents with Aixgo.

Advanced

Extending Aixgo

Guide to adding custom LLM providers, vector databases, and embedding services

Using Public Interfaces

Build custom agents and integrate Aixgo into existing Go applications with the public agent package

Agents

Agent Types Guide

Comprehensive guide to all Aixgo agent types including Classifier and Aggregator agents with examples and best practices.

Core Concepts

Multi-Agent Orchestration

Learn how to coordinate multiple agents with supervisor patterns and message routing.

Single Binary vs Distributed Mode

Understand how Aixgo scales from local development to distributed production with zero code changes.

Type Safety & LLM Integration

Leverage Go's type system for compile-time guarantees in LLM interactions and tool definitions.

Deployment

Building Docker Images from Scratch

Create minimal <20MB production containers leveraging Aixgo's single binary advantage.

Production Deployment

Deploy Aixgo agents to production with best practices for scaling and monitoring.

Observability & Monitoring

Instrument Aixgo agents with OpenTelemetry, distributed tracing, and structured logging for production visibility.

Getting Started

Quick Start Guide

Get started with Aixgo in under 5 minutes. Build your first multi-agent system.

Core Concepts

Understand Aixgo's fundamental building blocks: agent types, supervisor patterns, and message-based communication.

LLM Integration

Validation with Automatic Retry

Pydantic AI-style automatic validation retry for 40-70% improved structured output reliability

Orchestration

Pattern Composition for Multi-Phase Workflows

Compose existing orchestration patterns to build complex multi-phase workflows without custom orchestrators

Production

Cost Optimization Strategies

Optimize LLM costs using caching, monitoring, intelligent routing, and deterministic aggregation

RAG & Embeddings

Vector Databases in Aixgo

Complete guide to building RAG systems with vector databases and embeddings

Embeddings in Aixgo

Complete guide to choosing and using embedding providers for RAG, semantic search, and similarity matching

Reference

Provider Comparison

Compare vectorstore and embedding providers to choose the right stack

Provider Integration Guide

Integrate Aixgo with OpenAI, Anthropic, Google Vertex AI, Amazon Bedrock, HuggingFace, Ollama (local), and vector databases.

AWS Bedrock Integration Guide

Integrate Aixgo with Amazon Bedrock for enterprise-grade AI models with single API access, regional deployment, and AWS security.

Tools

Interactive Coding Assistant

Use the aixgo chat command to interact with an AI coding assistant that can read and write files, run git operations, and execute terminal commands

Session Persistence

Build AI agents that remember with built-in session persistence, checkpoints, and multiple storage backends