> ## Documentation Index
> Fetch the complete documentation index at: https://docs.galileo.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Overview

## Agentic AI

<Columns>
  <Card title="Basic Agentic AI Example" href="/how-to-guides/agentic-ai/basic-example" horizontal>
    Learn how to implement a basic agentic AI system using Galileo and OpenAI.

    **Python**
  </Card>

  <Card title="Weather Vibes Agent" href="/cookbooks/use-cases/agent-weather-vibes-app" horizontal>
    Learn how to build an Agentic System for a smart weather application in a Python-based tech stack.

    **Python**
  </Card>

  <Card title="Monitor LangChain Agents with Galileo" href="/cookbooks/use-cases/agent-langchain" horizontal>
    Learn how to build and monitor a LangChain AI Agent using Galileo for tracing and observability.

    **Python**
  </Card>

  <Card title="Add evaluations to a multi-agent LangGraph application" href="/cookbooks/use-cases/multi-agent-langgraph/multi-agent-langgraph" horizontal>
    Learn how to add evaluations to a multi-agent LangGraph chat bot using Galileo

    **Python**
  </Card>

  <Card title="Add Domain-Specific Custom Metrics to your Application" href="/cookbooks/use-cases/custom-metric-startup-sim/custom-metric-startup-sim" horizontal>
    Learn how to create custom LLM-as-a-Judge metrics to evaluate domain-specific applications within Galileo.

    **Python**
  </Card>

  <Card title="Instrument LangGraph Agents with OpenTelemetry" href="/cookbooks/features/integrations/langgraph-otel-cookbook" horizontal>
    Learn how to add comprehensive observability to your LangGraph agents using OpenTelemetry and Galileo.

    **Python**
  </Card>
</Columns>

<Columns>
  <Card title="Build a Stripe AI Agent with Galileo Agent Reliability" href="/cookbooks/use-cases/stripe-agent/stripe-agent-tutorial" horizontal>
    Learn how to create a complete AI agent that integrates with Stripe's payment processing API while using Galileo for AI Agent Reliability.

    **TypeScript**
  </Card>
</Columns>

## Conversational AI

<CardGroup cols={2}>
  <Card title="Instruction Adherence" href="/how-to-guides/conversational-ai/instruction-adherence" horizontal>
    Help your models better follow user instructions.

    **Python**
  </Card>

  <Card title="Fixing Hallucinations and Factual Errors" href="/how-to-guides/conversational-ai/fixing-hallucinations-and-factual-errors" horizontal>
    Reduce made-up or incorrect information.
  </Card>

  <Card title="Reducing Hesitation and Uncertainty" href="/how-to-guides/conversational-ai/reducing-hesitation-and-uncertainty" horizontal>
    Create more confident and clear responses.

    **Python, TypeScript**
  </Card>
</CardGroup>

## Retrieval-Augmented Generation

<Columns>
  <Card title="Basic RAG Example" href="/how-to-guides/rag/basic-example" horizontal>
    Learn how to implement a basic RAG system using Galileo and OpenAI.

    **Python**
  </Card>

  <Card title="Preventing Out-of-Context Information" href="/how-to-guides/rag/preventing-out-of-context-information" horizontal>
    Keep irrelevant information out of responses.

    **Python**
  </Card>

  <Card title="Ensuring Complete Use of Retrieved Data" href="/how-to-guides/rag/ensuring-complete-use-of-retrieved-data" horizontal>
    Make sure your system uses all the information it finds.

    **Python**
  </Card>

  <Card title="Maximizing Chunk Utilization" href="/how-to-guides/rag/maximizing-chunk-utilization" horizontal>
    Improve how your model uses retrieved text.

    **Python**
  </Card>

  <Card title="MongoDB Atlas Integration for Retrieval-Augmented Generation (RAG)" href="/cookbooks/use-cases/rag-mongodb-langchain-integration" horizontal>
    Guide to using MongoDB Atlas Vector Search with LangGraph agents logging to Galileo.

    **Python**
  </Card>

  <Card title="Build a RAG Application with Elasticsearch, LangGraph, and Galileo" href="/cookbooks/use-cases/rag-elastic-langchain-integration" horizontal>
    Guide to using Elasticsearch with LangGraph agents logging to Galileo.

    **Python**
  </Card>
</Columns>