LLMs

LLMs Dec 3, 2024 • 3 min read

[Hands-on] Building a Llama-OCR app

...using Llama-3.2-vision model and Streamlit.

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Avi Chawla

RAG Dec 1, 2024 • 21 min read

A Crash Course on Building RAG Systems – Part 5 (With Implementation)

A deep dive into key components of multimodal systems—CLIP embeddings, multimodal prompting, and tool calling.

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Avi Chawla, Akshay Pachaar

Agents Nov 28, 2024 • 4 min read

Building a Multi-agent Financial Analyst

...using Microsoft's Autogen and Llama3-70B.

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Avi Chawla

LLMs Nov 23, 2024 • 4 min read

Traditional RAG vs. HyDE

...explained visually.

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Avi Chawla

RAG Nov 17, 2024 • 16 min read

A Crash Course on Building RAG Systems – Part 3 (With Implementation)

A deep dive into making RAG systems faster (with implementations).

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Avi Chawla, Akshay Pachaar

LLMs Nov 12, 2024 • 4 min read

Build a Multi-agent Research Assistant With SwarmZero

Your own PerplexityAI (100% local).

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Avi Chawla

LLMs Nov 11, 2024 • 4 min read

Run LLMs Locally with Ollama

A step-by-step hands-on guide.

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Avi Chawla

RAG Nov 10, 2024 • 20 min read

A Crash Course on Building RAG Systems – Part 2 (With Implementation)

A deep dive into evaluating RAG systems (with implementations).

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Avi Chawla, Akshay Pachaar