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The Open-source RAG Stack
...for production use cases.
7 hrs ago
•
Avi Chawla
3
Clustering Evaluation Without Labels
Three techniques, clearly explained.
Sep 16
•
Avi Chawla
4
Building a Full-stack Agentic App
...with backend and custom frontend (open-source)!
Sep 15
•
Avi Chawla
3
0:24
Model Development and Optimization for Production (With Implementation)
...covered from a system design perspective.
Sep 13
•
Avi Chawla
3
Building a Context Engineering Workflow
...explained step-by-step with code.
Sep 12
•
Avi Chawla
2
0:36
A Guide to Evaluating MCP-powered LLM Apps
...explained with step-by-step code.
Sep 11
•
Avi Chawla
8
How Dropout Actually Works
A lesser-known detail of Dropout.
Sep 10
•
Avi Chawla
5
Building An Enterprise-grade Document Parser
100% local, beats GPT-4o.
Sep 9
•
Avi Chawla
7
Train Neural Nets 4-6x Faster!
Explained with code and visuals.
Sep 8
•
Avi Chawla
3
1
Data and Pipeline Engineering (With Implementation)
The full MLOps/LLMOps blueprint.
Sep 6
•
Avi Chawla
8
[Hands-on] MCP-powered Agentic RAG
...explained step-by-step with code.
Sep 5
•
Avi Chawla
0:28
Build a Reasoning LLM using GRPO
...explained step-by-step with code.
Sep 4
•
Avi Chawla
4
0:10
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