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[Hands-on] 100% Local RAG using DeepSeek
OpenAI-o1 level intelligence at 95% less cost.
16 hrs ago
•
Avi Chawla
7
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[Hands-on] 100% Local RAG using DeepSeek
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0:30
A Technique to Understand TP, TN, FP and FN
An intuitive guide to label predictions.
Jan 20
•
Avi Chawla
7
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A Technique to Understand TP, TN, FP and FN
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1:44
Evaluation and Observability for LLM Apps
Practical deep dive with open-access.
Jan 18
•
Avi Chawla
8
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Evaluation and Observability for LLM Apps
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[Hands-on] RAG Over GitHub Repos
...using GitIngest and Llama-3.2 (100% local).
Jan 17
•
Avi Chawla
8
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[Hands-on] RAG Over GitHub Repos
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Robustify Linear Regression
...to outliers with thresholding.
Jan 16
•
Avi Chawla
6
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Robustify Linear Regression
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1
Where Did the GPU Memory Go?
Estimating memory consumption of GPT models.
Jan 15
•
Avi Chawla
5
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Where Did the GPU Memory Go?
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PCA vs. t-SNE
...a popular interview question.
Jan 14
•
Avi Chawla
11
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PCA vs. t-SNE
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Traditional vs. Graph RAG
...explained visually.
Jan 13
•
Akshay Pachaar
and
Avi Chawla
5
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Traditional vs. Graph RAG
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1
Loss Function of 16 ML Algos
A single frame summary.
Jan 11
•
Avi Chawla
13
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Loss Function of 16 ML Algos
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Ragie Connect: Build RAG Apps Over Users' Data
Reduce dev time from months → mins.
Jan 10
•
Avi Chawla
8
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Ragie Connect: Build RAG Apps Over Users' Data
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Descriptors in Python
An underrated gem of Python OOP.
Jan 9
•
Avi Chawla
8
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Descriptors in Python
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A crash course on RAG systems—Part 9
...with implementation.
Jan 8
•
Avi Chawla
11
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A crash course on RAG systems—Part 9
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