Marie Stephen Leo – Medium

Marie Stephen Leo

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Towards AI

Productionizing Generative AI Applications

5 Practical, Beginner-Friendly Tips to Transform Your Generative AI Projects!

Feb 1, 2024

Productionizing Generative AI Applications

Feb 1, 2024

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TDS Archive

Semantic Textual Similarity

From Jaccard to OpenAI, implement the best NLP algorithm for your semantic textual similarity projects

Apr 25, 2022

Semantic Textual Similarity

Apr 25, 2022

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Towards AI

KNN (K-Nearest Neighbors) is Dead!

Long live ANNs for their whopping 380X speedup over sklearn’s KNN while delivering 99.3% similar results.

Dec 2, 2020

KNN (K-Nearest Neighbors) is Dead!

Dec 2, 2020

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AI Advances

Zero-Shot Named Entity Recognition (NER)

Zero-Shot NER for PII detection using GLiNER, NuNER, and Spacy on Indian, African, Asian, and European names

Jun 7, 2024

Zero-Shot Named Entity Recognition (NER)

Jun 7, 2024

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Towards AI

Few Shot NLP Intent Classification

Comparing SetFit, FastFit, and Semantic Router to find the best NLP chatbot intent detection algorithm

May 13, 2024

Few Shot NLP Intent Classification

May 13, 2024

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TDS Archive

The Definitive Guide to Structured Data Parsing with OpenAI GPT3.5

Systematically comparing Instructor, Fructose, and Langchain for three complex real-world structured data parsing tasks.

Apr 16, 2024

The Definitive Guide to Structured Data Parsing with OpenAI GPT3.5

Apr 16, 2024

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Towards AI

Semantic Caching in Generative AI Chatbots

Reduce LLM latency and cost by over 95% using OpenAI, LiteLLM, Qdrant, and Sentence Transformers!

Mar 11, 2024

Semantic Caching in Generative AI Chatbots

Mar 11, 2024

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TDS Archive

Decoupled Frontend — Backend Microservices Architecture for ChatGPT-based LLM Chatbot

A Practical Guide to Building a Headless ChatGPT Application with Streamlit, FastAPI, and the OpenAI API

May 24, 2023

Decoupled Frontend — Backend Microservices Architecture for ChatGPT-based LLM Chatbot

May 24, 2023

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TDS Archive

Anatomy of LLM-Based Chatbot Applications: Monolithic vs. Microservice Architectural Patterns

A Practical Guide to Building Monolithic and Microservice Chatbot Applications with Streamlit, Huggingface, and FastAPI

May 8, 2023

Anatomy of LLM-Based Chatbot Applications: Monolithic vs. Microservice Architectural Patterns

May 8, 2023

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TDS Archive

ArXiv Scientific Papers Vector Similarity Search

Run semantic search queries on ~640K papers in <50ms using Dask, SBERT SPECTRE, and Milvus Vector database

Aug 9, 2022

ArXiv Scientific Papers Vector Similarity Search

Aug 9, 2022

Marie Stephen Leo

Marie Stephen Leo

Data Director @ Sephora | ML at scale | GCP | AWS | Linkedin Top Voice: linkedin.com/in/marie-stephen-leo

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