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davidmyriel committed Nov 26, 2024
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In this tutorial, we'll walk you through building an Agentic RAG system step by step. By the end, you'll have a working framework for storing data in a Qdrant Vector Database and extracting insights using CrewAI agents in conjunction with Vector Search over your data.

We already built this app for you. [Clone this repository](https://github.com/qdrant/examples/tree/master/agentic_rag_zoom_crewai) and follow along with the tutorial.

## What You'll Build
In this hands-on tutorial, we'll create a system that:

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### The Data Pipeline

At the heart of our system is the data processing pipeline. We use a singleton pattern to ensure efficient resource usage:
At the heart of our system is the data processing pipeline:

```python
class MeetingData:
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