Daily Dose of Data Science

Daily Dose of Data Science

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Vector Databases

Your RAG System Has a Hidden UX Problem
...and an open-source solution to fix this.
Jan 22 • Avi Chawla and Akshay Pachaar
Why Your Graph Database Is Slow
...and how linear algebra fixes it (open-source)!
Jan 20 • Avi Chawla
Build a Context Retrieval Layer Across Apps and Databases
...a popular interview question (explained visually).
Dec 22, 2025 • Avi Chawla
Vector Index vs Vector Database
...explained visually!
Dec 18, 2025 • Avi Chawla
Graph Databases Got a Massive Upgrade!
100% open-source.
Nov 24, 2025 • Avi Chawla
[Hands-on] Audio RAG with 200x Cheaper Vector DB Costs
...while also outperforming OpenAI and Cohere.
Sep 1, 2025 • Avi Chawla
0:28
Contextualized Chunk Embedding Model
Cut vector DB costs by ~200x.
Aug 14, 2025 • Avi Chawla
Make RAG systems 32x Memory Efficient!
...explained with step-by-step code!
Aug 4, 2025 • Avi Chawla
0:13
Faster Neighbor Search Using Inverted File Index
...actively used in vector DBs.
Jun 5, 2025 • Avi Chawla
5 Chunking Strategies For RAG
...explained in a single frame.
May 29, 2025 • Avi Chawla
10 MCP, AI Agents, and RAG projects for AI Engineers
...with open-source code.
Apr 14, 2025 • Avi Chawla
A Crash Course on Building RAG Systems – Part 1
Beginner-friendly and with implementation.
Nov 2, 2024 • Avi Chawla
0:45
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