# Learn Source: http://localhost:1313/learn/index.html Understand AI agents from the first concept to production, with visual, hands-on lessons written for people who do not come from computing. ## Introduction - [What is Learn](http://localhost:1313/learn/introduction/what-is-learn.md) - [Introduction to artificial intelligence](http://localhost:1313/learn/introduction/introduction-to-ai.md) ## Agents - [Introduction to AI agents](http://localhost:1313/learn/agents/introduction-to-ai-agents.md) - [What is an LLM](http://localhost:1313/learn/agents/what-is-an-llm.md) - [From LLMs to agents](http://localhost:1313/learn/agents/from-llms-to-agents.md) - [Adding context](http://localhost:1313/learn/agents/adding-context.md) - [Adding tools](http://localhost:1313/learn/agents/adding-tools.md) - [Adding skills](http://localhost:1313/learn/agents/adding-skills.md) - [Adding guardrails](http://localhost:1313/learn/agents/adding-guardrails.md) - [Adding knowledge](http://localhost:1313/learn/agents/adding-knowledge.md) - [Connecting to the world](http://localhost:1313/learn/agents/connecting-to-the-world.md) - [Connecting to existing systems](http://localhost:1313/learn/agents/connecting-to-existing-systems.md) - [Agent-to-agent communication](http://localhost:1313/learn/agents/agent-to-agent-communication.md) - [Workflows as skills](http://localhost:1313/learn/agents/workflows-as-skills.md) - [Writing good prompts and instructions](http://localhost:1313/learn/agents/writing-good-prompts-and-instructions.md) ## Teaching agents - [Introduction to knowledge creation](http://localhost:1313/learn/teaching-agents/introduction-to-knowledge-creation.md) - [What is a RAG](http://localhost:1313/learn/teaching-agents/what-is-a-rag.md) - [How to find and prepare knowledge](http://localhost:1313/learn/teaching-agents/finding-and-preparing-knowledge.md) - [How to write good documents](http://localhost:1313/learn/teaching-agents/writing-good-documents.md) - [Measuring adherence and hallucination](http://localhost:1313/learn/teaching-agents/measuring-adherence-and-hallucination.md) - [Retrieval strategies](http://localhost:1313/learn/teaching-agents/retrieval-strategies.md) - [Preparing documents for knowledge](http://localhost:1313/learn/teaching-agents/preparing-documents-for-knowledge.md) - [Dynamic context](http://localhost:1313/learn/teaching-agents/dynamic-context.md) ## Prompt engineering and context - [Anatomy of a prompt](http://localhost:1313/learn/prompt-engineering/anatomy-of-a-prompt.md) - [Prompting techniques](http://localhost:1313/learn/prompt-engineering/prompting-techniques.md) - [Context window, tokens and cost management](http://localhost:1313/learn/prompt-engineering/context-window-tokens-and-cost.md) - [Memory: short-term and long-term](http://localhost:1313/learn/prompt-engineering/memory.md) - [Common prompt mistakes and fixes](http://localhost:1313/learn/prompt-engineering/common-prompt-mistakes.md) ## Models and parameters - [Model families and how to choose](http://localhost:1313/learn/models/model-families-and-choosing.md) - [Parameters: temperature, top-p, max tokens](http://localhost:1313/learn/models/parameters.md) - [Multimodality: images, audio, documents, video](http://localhost:1313/learn/models/multimodality.md) - [Embeddings and semantic search](http://localhost:1313/learn/models/embeddings-and-semantic-search.md) - [Reasoning vs standard models](http://localhost:1313/learn/models/reasoning-vs-standard-models.md) ## Tools and integrations - [Function calling step by step](http://localhost:1313/learn/tools-and-integrations/function-calling.md) - [MCP and tool standards](http://localhost:1313/learn/tools-and-integrations/model-context-protocol.md) - [Authentication and permissions for tools](http://localhost:1313/learn/tools-and-integrations/authentication-and-permissions.md) - [Integrating channels: WhatsApp, web chat, e-mail, voice](http://localhost:1313/learn/tools-and-integrations/integrating-channels.md) - [Webhooks, events and automations](http://localhost:1313/learn/tools-and-integrations/webhooks-events-and-automations.md) ## Advanced agents and workflows - [Planning and reasoning loops](http://localhost:1313/learn/advanced-agents/planning-and-reasoning-loops.md) - [Multi-agent architectures and orchestration](http://localhost:1313/learn/advanced-agents/multi-agent-architectures.md) - [Human-in-the-loop and approvals](http://localhost:1313/learn/advanced-agents/human-in-the-loop.md) - [Errors, retries and fallbacks](http://localhost:1313/learn/advanced-agents/errors-retries-and-fallbacks.md) - [Long-running and asynchronous agents](http://localhost:1313/learn/advanced-agents/long-running-and-asynchronous-agents.md) ## Quality, evaluation and observability - [Testing and evaluating agents (evals)](http://localhost:1313/learn/quality/testing-and-evaluating-agents.md) - [Metrics: accuracy, latency, cost, satisfaction](http://localhost:1313/learn/quality/metrics.md) - [Logs, traces and monitoring](http://localhost:1313/learn/quality/logs-traces-and-monitoring.md) - [Continuous improvement from real conversations](http://localhost:1313/learn/quality/continuous-improvement.md) - [A/B testing prompts and models](http://localhost:1313/learn/quality/ab-testing.md) ## Safety, ethics and compliance - [Prompt injection and jailbreaks](http://localhost:1313/learn/safety/prompt-injection-and-jailbreaks.md) - [Privacy, LGPD/GDPR and sensitive data](http://localhost:1313/learn/safety/privacy-lgpd-gdpr.md) - [Bias, fairness and responsible AI](http://localhost:1313/learn/safety/bias-fairness-responsible-ai.md) - [Content moderation and usage policies](http://localhost:1313/learn/safety/content-moderation-and-policies.md) - [Transparency and human escalation](http://localhost:1313/learn/safety/transparency-and-human-escalation.md) ## Production and scale - [Cost optimization and caching](http://localhost:1313/learn/production/cost-optimization-and-caching.md) - [Performance and latency](http://localhost:1313/learn/production/performance-and-latency.md) - [Versioning prompts, agents and knowledge](http://localhost:1313/learn/production/versioning.md) - [Deployment checklist](http://localhost:1313/learn/production/deployment-checklist.md) ## Practical guides and case studies - [Customer support agent, step by step](http://localhost:1313/learn/guides/customer-support-agent.md) - [Sales and qualification agent](http://localhost:1313/learn/guides/sales-qualification-agent.md) - [Internal knowledge assistant](http://localhost:1313/learn/guides/internal-knowledge-assistant.md) - [Common use cases by industry](http://localhost:1313/learn/guides/use-cases-by-industry.md) - [Glossary and cheat sheet](http://localhost:1313/learn/guides/glossary-and-cheat-sheet.md) - [FAQ and learning paths by profile](http://localhost:1313/learn/guides/faq-and-learning-paths.md)