Results about Leonie Monigatti
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2024 in Review: What I Got Right, Where I Was Wrong, and Bolder Predictions for 2025
Artificial IntelligenceWhat I got right (and wrong) about trends in 2024 and daring to make bolder…
9 min read -
Shifting Tides: The Competitive Edge of Open Source LLMs over Closed Source LLMs
Artificial IntelligenceWhy I think smaller open source foundation models have already begun replacing proprietary models by…
7 min read -
How the DSPy framework solves the fragility problem in LLM-based applications by replacing prompting with…
15 min read -
![Difference between Naive and Advanced RAG (Image by the author, inspired by [1])](https://towardsdatascience.com/wp-content/uploads/2024/02/18z-QRadKewNmos0J_4TNAQ.png)
Advanced Retrieval-Augmented Generation: From Theory to LlamaIndex Implementation
Artificial IntelligenceHow to address limitations of naive RAG pipelines by implementing targeted advanced RAG techniques in…
10 min read -
How the LLMOps landscape has evolved and why we haven’t seen many Generative AI applications…
7 min read -
A framework with metrics and LLM-generated data to evaluate the performance of your Retrieval-Augmented Generation…
9 min read -
How to improve the performance of your Retrieval-Augmented Generation (RAG) pipeline with these “hyperparameters” and…
12 min read -
How to find more relevant search results by combining traditional keyword-based search with modern vector…
9 min read -
Retrieval-Augmented Generation (RAG): From Theory to LangChain Implementation
Artificial IntelligenceFrom the theory of the original academic paper to its Python implementation with OpenAI, Weaviate,…
8 min read