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Zoumana Keita

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Jul 25, 2024

Document Parsing Using Large Language Models — With Code

You will not think about using Regular Expressions anymore.

Document Parsing Using Large Language Models — With Code

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Zoumana Keita

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Jul 19, 2024

Multimodal Retrieval Augmented Generation for Sustainable Finance — With Code

Complete guide to building a RAG system to interact with text, images, tables and audio.

Multimodal Retrieval Augmented Generation for Sustainable Finance — With Code

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Zoumana Keita

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Jul 25, 2023

How to Extract Text from Any PDF and Image for Large Language Model

Use these text extraction techniques to get quality data for your LLM models

How to Extract Text from Any PDF and Image for Large Language Model

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Aug 5, 2023

How to Chat With Any File from PDFs to Images Using Large Language Models — With Code

Complete guide to building an AI assistant that can answer questions about any file

How to Chat With Any File from PDFs to Images Using Large Language Models — With Code

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Towards AI

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Zoumana Keita

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1d ago

Evolution of NLP: TF-IDF to Agents

How search progressed from exact-term matching to systems that decide how to gather evidence.

Evolution of NLP: TF-IDF to Agents

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Towards AI

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Zoumana Keita

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Jun 22

Beyond the Prompt: Prompt Engineering vs. RAG vs. Retrieval Agents

A practical guide to the three AI architectures every team builds, and how to know which one you actually need.

Beyond the Prompt: Prompt Engineering vs. RAG vs. Retrieval Agents

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Towards AI

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Zoumana Keita

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Jun 6

7 Essential AI Agent Design Patterns

From Lone Models to Collaborative Systems: A Strategic Guide to Agentic Orchestration

7 Essential AI Agent Design Patterns

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Zoumana Keita

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Aug 12, 2024

AI Agents — From Concepts to Practical Implementation in Python

This will change the way you think about AI and its capabilities

AI Agents — From Concepts to Practical Implementation in Python

Zoumana Keita

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Jun 28, 2024

Pandas and Python Tricks for Data Science and Data Analysis — Part 6

This is the sixth part of my Pandas and Python Tricks

Pandas and Python Tricks for Data Science and Data Analysis — Part 6

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Jun 27, 2024

A Complete Guide to Master Step Functions on AWS

Workflow orchestration made easier

A Complete Guide to Master Step Functions on AWS

Zoumana Keita

Zoumana Keita

Enterprise AI & MLOps Engineer, 7+ Years Exp || Videos about AI, Machine Learning & Tech 👉 https://www.youtube.com/@techwithzoum

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