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Anthony Alcaraz

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Anthony Alcaraz

Unlocking Self-Optimizing LLM Apps: Harnessing DSPy and SELF-DISCOVER

Artificial intelligence software was used to enhance the grammar, flow, and readability of this article’s text.

25 min readMar 6, 2024

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Unlocking Self-Optimizing LLM Apps: Harnessing DSPy and SELF-DISCOVER

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Anthony Alcaraz
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Towards Data Science

Embeddings + Knowledge Graphs: The Ultimate Tools for RAG Systems

The advent of large language models (LLMs) , trained on vast amounts of text data, has been one of the most significant breakthroughs in…

10 min readNov 14, 2023

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Embeddings + Knowledge Graphs: The Ultimate Tools for RAG Systems

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Anthony Alcaraz
in
Towards Data Science

Enhanced Large Language Models as Reasoning Engines

Artificial intelligence software was used to enhance the grammar, flow, and readability of this article’s text.

12 min readDec 23, 2023

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Enhanced Large Language Models as Reasoning Engines

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Anthony Alcaraz
in
Towards Data Science

Vector Search Is Not All You Need

Artificial intelligence software was used to enhance the grammar, flow, and readability of this article’s text.

6 min readSep 18, 2023

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Vector Search Is Not All You Need

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Anthony Alcaraz
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The Modern Scientist

Towards Hybrid Reasoning: Assimilating Structure into Subsymbolic Systems

Artificial intelligence software was used to enhance the grammar, flow, and readability of this article’s text.

16 min readJan 19, 2024

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Towards Hybrid Reasoning: Assimilating Structure into Subsymbolic Systems

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Anthony Alcaraz
in
CodeX

To Fine-Tune or Not to Fine-Tune?

Large language models (LLMs) have emerged as a transformative technology, capable of processing and generating human-like text with…

5 min read1 day ago

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To Fine-Tune or Not to Fine-Tune?

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Anthony Alcaraz
in
CodeX

Optimizing Retrieval-Augmented Language Models

While LLMs have achieved impressive feats, their knowledge is ultimately constrained by the data they were trained on.

11 min read2 days ago

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Optimizing Retrieval-Augmented Language Models

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Anthony Alcaraz
in
CodeX

Retrieval-Based In-Context Learning for Reasoning in LargeLanguage Models

Large language models (LLMs) have demonstrated remarkable abilities in few-shot in-context learning (ICL). Given just a handful of…

8 min read3 days ago

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Retrieval-Based In-Context Learning for Reasoning in LargeLanguage Models

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Anthony Alcaraz
in
CodeX

Building Trustworthy Large Language Models Through Knowledge Grounding and Retrieval Optimization

Large language models (LLMs) have emerged as a transformative force in artificial intelligence, showcasing remarkable capabilities in…

9 min read4 days ago

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Building Trustworthy Large Language Models Through Knowledge Grounding and Retrieval Optimization

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Anthony Alcaraz
in
CodeX

Leveraging Ontologies and Language Models for Accurate Question Answering

In today’s data-driven world, the ability to accurately answer questions using vast amounts of information is crucial. Question answering…

6 min readMay 22, 2024

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Leveraging Ontologies and Language Models for Accurate Question Answering

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Anthony Alcaraz

Anthony Alcaraz

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Chief AI Officer & Architect : Builder of Neuro-Symbolic AI Systems @Fribl enhanced GenAI for HR https://topmate.io/alcaraz_anthony (Book a session)

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