Vector Databases

Build a Context Retrieval Layer Across Apps and Databases

...a popular interview question (explained visually).

Dec 22 • Avi Chawla

Vector Index vs Vector Database

...explained visually!

Dec 18 • Avi Chawla

Graph Databases Got a Massive Upgrade!

100% open-source.

Nov 24 • Avi Chawla

[Hands-on] Audio RAG with 200x Cheaper Vector DB Costs

...while also outperforming OpenAI and Cohere.

Sep 1 • Avi Chawla

0:28

Contextualized Chunk Embedding Model

Cut vector DB costs by ~200x.

Aug 14 • Avi Chawla

Make RAG systems 32x Memory Efficient!

...explained with step-by-step code!

Aug 4 • Avi Chawla

0:13

Faster Neighbor Search Using Inverted File Index

...actively used in vector DBs.

Jun 5 • Avi Chawla

5 Chunking Strategies For RAG

...explained in a single frame.

May 29 • Avi Chawla

10 MCP, AI Agents, and RAG projects for AI Engineers

...with open-source code.

Apr 14 • Avi Chawla

A Crash Course on Building RAG Systems – Part 1

Beginner-friendly and with implementation.

Nov 2, 2024 • Avi Chawla

0:45

5 Chunking Strategies For RAG

...explained in a single frame.

Oct 18, 2024 • Avi Chawla

Approximate Nearest Neighbor Search Using Inverted File Index

Speedup traditional kNN.

Oct 3, 2024 • Avi Chawla

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