# Auto Learning Agents > Open source, self-hosted AI agent platform built on Elixir/OTP. Official product documentation plus educational guides covering AI agents, frameworks, self-hosting, agent capabilities, and business automation. - Site: https://www.autolearningagents.com - GitHub: https://github.com/AIAppsAPI/auto-learning-agents - Documentation: https://www.autolearningagents.com/docs/ - Features: https://www.autolearningagents.com/features ## Documentation - [Documentation Home](https://www.autolearningagents.com/docs/): The complete documentation for the Auto Learning Agents platform. - [Docker Installation](https://www.autolearningagents.com/docs/docker-install.php): Install the platform with Docker in minutes. - [Server Installation](https://www.autolearningagents.com/docs/server-install.php): Run the platform on a Linux server with systemd. - [Configuration](https://www.autolearningagents.com/docs/configuration.php): The settings reference, applied live without restarts. - [AI Models](https://www.autolearningagents.com/docs/ai-models.php): Claude, Codex, and Ollama model keys with per-agent cost control. - [Master Agent](https://www.autolearningagents.com/docs/master-agent.php): The conversational command center for the whole system. - [Conversation System](https://www.autolearningagents.com/docs/conversation-system.php): Every turn stored, embedded, and topic-classified. - [Memory Bank](https://www.autolearningagents.com/docs/memory-bank.php): Six-type long-term memory with a query-before-acting loop. - [Knowledge Bases](https://www.autolearningagents.com/docs/knowledge-bases.php): Bulk documentation made searchable and citable. - [Instruction Files](https://www.autolearningagents.com/docs/instruction-files.php): Markdown files that define every agent's behavior. - [Impulse](https://www.autolearningagents.com/docs/impulse.php): The opt-in autonomous layer. - [Web UI](https://www.autolearningagents.com/docs/web-ui.php): The dashboard, chat, files, goals, knowledge, and config tabs. - [Creating Agents](https://www.autolearningagents.com/docs/creating-agents.php): Define your own recurring agents with a brief, a schedule, and a model. - [Marketing Agent](https://www.autolearningagents.com/docs/marketing-agent.php): The outreach preset with compliance built in. - [Customer Service Agent](https://www.autolearningagents.com/docs/customer-service-agent.php): Support that answers only from verified knowledge. - [Social Media Agent](https://www.autolearningagents.com/docs/social-media-agent.php): Seven platforms with approval queues. - [Chatbot](https://www.autolearningagents.com/docs/chatbot.php): Discord, Slack, WhatsApp, and Telegram with voice notes. - [Coding Pipeline](https://www.autolearningagents.com/docs/coding-pipeline.php): Multi-pass autonomous development with git integration. - [Research Pipeline](https://www.autolearningagents.com/docs/research-pipeline.php): Verified research documents with sources and confidence levels. - [Web Browser Bot](https://www.autolearningagents.com/docs/webbrowserbot.php): A stealth headless Chromium agents drive interactively. - [Voice](https://www.autolearningagents.com/docs/voice.php): Speech input and spoken replies across the platform. - [Integrations](https://www.autolearningagents.com/docs/integrations.php): Levity, Adaptive Recall, Google reporting, BrightData, and providers. - [Pause and Safety](https://www.autolearningagents.com/docs/pause-and-safety.php): The layered control model and the flag system. - [Scheduling](https://www.autolearningagents.com/docs/scheduling.php): The built-in scheduler for reports, maintenance, and training. - [Machine Learning](https://www.autolearningagents.com/docs/machine-learning.php): Outcome tracking, rewards, retraining, and fine-tuning. - [Tools](https://www.autolearningagents.com/docs/tools.php): The 70-tool layer agents use and extend. - [FAQ](https://www.autolearningagents.com/docs/faq.php): Requirements, licensing, models, and data ownership. - [Features](https://www.autolearningagents.com/features): The complete platform feature list. ## AI Agent Guide - [What Are AI Agents](https://www.autolearningagents.com/what-are-ai-agents/): Complete guide to AI agents, what they are, how they work, and why they matter for business. - [How AI Agents Work](https://www.autolearningagents.com/how-ai-agents-work/): Architecture and mechanics behind autonomous AI agent systems. - [Agentic AI](https://www.autolearningagents.com/agentic-ai/): What agentic AI means, how it differs from traditional AI, and why it matters. - [Agents vs Chatbots](https://www.autolearningagents.com/ai-agents-vs-chatbots/): How AI agents compare to chatbots in capabilities, architecture, and use cases. - [Autonomous Agents](https://www.autolearningagents.com/autonomous-ai-agents/): Self-directed AI systems that operate without continuous human input. - [Multi-Agent Systems](https://www.autolearningagents.com/multi-agent-systems/): Coordinating multiple specialized agents to handle complex workflows. - [Agent Use Cases](https://www.autolearningagents.com/ai-agent-use-cases/): Industry-specific applications for AI agents across business sectors. - [Agent Costs](https://www.autolearningagents.com/ai-agent-costs/): Complete pricing breakdown for building and running AI agents. - [Future of AI Agents](https://www.autolearningagents.com/future-of-ai-agents/): Where AI agents are heading in 2026 and beyond. ## Framework Reviews - [Agent Frameworks](https://www.autolearningagents.com/ai-agent-frameworks/): Comprehensive comparison of AI agent frameworks. - [LangGraph](https://www.autolearningagents.com/langgraph/): Complete guide and review of LangGraph for agent workflows. - [CrewAI](https://www.autolearningagents.com/crewai/): Complete guide and review of the CrewAI multi-agent framework. - [AutoGen](https://www.autolearningagents.com/autogen/): Microsoft AutoGen agent framework guide and review. - [Hermes Agent](https://www.autolearningagents.com/hermes-agent/): Hermes agent system review and setup guide. - [n8n AI](https://www.autolearningagents.com/n8n-ai/): Using n8n for AI agent workflows and automation. - [Open Source Agents](https://www.autolearningagents.com/open-source-ai-agents/): Directory of open source AI agent projects. - [Agent Alternatives](https://www.autolearningagents.com/ai-agent-alternatives/): Alternative approaches to building AI agent systems. - [Agent SDKs](https://www.autolearningagents.com/ai-agent-sdks/): Claude, OpenAI, and Google agent SDKs compared. - [Agent Benchmarks](https://www.autolearningagents.com/ai-agent-benchmarks/): How to evaluate and benchmark AI agent performance. - [Ollama](https://www.autolearningagents.com/ollama/): Complete guide to running local AI models with Ollama. ## Self-Hosted AI - [Self-Hosted Agents](https://www.autolearningagents.com/self-hosted-ai-agents/): Complete platform guide for self-hosting AI agents. - [Docker Agents](https://www.autolearningagents.com/docker-ai-agents/): Deploy AI agents with Docker Compose. - [AI Stack](https://www.autolearningagents.com/self-hosted-ai-stack/): Build a complete self-hosted AI infrastructure. - [Managed vs Self-Hosted](https://www.autolearningagents.com/managed-vs-self-hosted/): Decision guide for managed versus self-hosted AI. - [Run AI Locally](https://www.autolearningagents.com/run-ai-locally/): Complete setup guide for local AI model inference. - [Agent Hosting](https://www.autolearningagents.com/ai-agent-hosting/): Hosting options and providers compared. - [Self-Hosted LLMs](https://www.autolearningagents.com/self-hosted-llm/): Running language models on your own hardware. - [Server Requirements](https://www.autolearningagents.com/ai-server-requirements/): Hardware and software specs for AI workloads. - [Agent Scaling](https://www.autolearningagents.com/ai-agent-scaling/): Taking agents from development to production scale. - [Agent Security](https://www.autolearningagents.com/ai-agent-security/): Securing AI agent deployments and data. ## Agent Capabilities - [Agent Memory](https://www.autolearningagents.com/ai-agent-memory/): Persistence, learning, and recall systems for AI agents. - [Browser Automation](https://www.autolearningagents.com/ai-browser-automation/): AI-driven browser control, stealth, and web scraping. - [Fault Tolerance](https://www.autolearningagents.com/fault-tolerant-ai/): Building AI systems that recover from failures automatically. - [MCP Guide](https://www.autolearningagents.com/model-context-protocol/): Complete guide to the Model Context Protocol. - [Multi-Model AI](https://www.autolearningagents.com/multi-model-ai/): Using multiple AI models together in agent systems. - [AI Code Review](https://www.autolearningagents.com/ai-code-review/): Multi-pass automated code analysis with AI. - [Tool Calling](https://www.autolearningagents.com/ai-tool-calling/): How agents use functions, APIs, and external tools. - [Agent Learning](https://www.autolearningagents.com/ai-agent-learning/): How AI agents improve from experience over time. - [Agent Architecture](https://www.autolearningagents.com/ai-agent-architecture/): Design patterns for building agent systems. - [Observability](https://www.autolearningagents.com/ai-agent-observability/): Monitoring, logging, and debugging AI agents. - [RAG Guide](https://www.autolearningagents.com/rag/): Retrieval augmented generation for AI agent systems. ## AI Automation - [Customer Support](https://www.autolearningagents.com/ai-customer-support/): Automating customer service with AI agents. - [Marketing Automation](https://www.autolearningagents.com/ai-marketing-automation/): AI-driven email, SMS, and outreach campaigns. - [Social Media](https://www.autolearningagents.com/ai-social-media/): Multi-platform social media management with AI. - [Chatbot Builder](https://www.autolearningagents.com/ai-chatbot-builder/): Building AI chatbots for every channel. - [Coding Agents](https://www.autolearningagents.com/ai-coding-agents/): Autonomous software development with AI. - [Research Automation](https://www.autolearningagents.com/ai-research-automation/): AI that searches, verifies, and synthesizes information. - [Web Scraping](https://www.autolearningagents.com/ai-web-scraping/): Intelligent data extraction with AI agents. - [AI Outreach](https://www.autolearningagents.com/ai-outreach/): Lead generation and prospecting automation. - [Content Creation](https://www.autolearningagents.com/ai-content-creation/): AI-powered content creation and publishing. - [Workflow Automation](https://www.autolearningagents.com/ai-workflow-automation/): End-to-end business process automation. - [Voice Agents](https://www.autolearningagents.com/ai-voice-agents/): Phone, speech, and conversational AI systems.