---
title: "Day 2: Indexing and Performance"
description: Learn how Qdrant’s HNSW indexing accelerates vector search. Explore index parameters, filtering integration, and performance tuning to balance speed, recall, and precision. 
isLesson: true
weight: 30
---

{{< date >}} Day 2 {{< /date >}}

# Indexing and Performance

Master [HNSW](/articles/filterable-hnsw/) indexing and practical tuning for fast retrieval.

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## Today’s path

1. HNSW Indexing Fundamentals
2. Combining Vector Search and Filtering
3. Demo: HNSW Performance Tuning
4. Project: HNSW Performance Benchmarking

You’ll measure recall and latency impacts to make data‑driven tuning choices.