# Tutorials

```{raw} html
<script>location.replace("overview.html" + location.search + location.hash)</script>
```

```{toctree}
:hidden:
:maxdepth: 2

Overview <overview>
Complete Your First AI Q&A with Sample Data <moi-quickstart>
Create and use your first agent <agent-quickstart>
Create an expense audit agent with a finance skill <expense-audit-agent>
Draft and submit GitHub issues with an agent <agent-github-issue>
Create Your First Knowledge Base from a PDF <pdf-knowledge-base>
From a Local Excel File to NL2SQL Questions <excel-nl2sql>
Improve knowledge base query accuracy with semantic configuration <knowledge-base-semantic-config>
Configure RAG semantics for document Q&A <knowledge-base-rag-semantic-config>
Prepare multimodal RAG data in batches with a workflow <workflow-multimodal-rag>
Transcribe audio in batches with a workflow <workflow-audio-transcription>
Extract key information from S3 engineering documents in bulk <s3-engineering-document-extraction>
Create a Team Workspace and Invite Members <team-workspace>
Evaluate multimodal RAG with reference answers <multimodal-rag-evaluation>
```