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Rubens Zimbres

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Google Cloud - Community

Augmenting Gemini-1.0-Pro with Knowledge Graphs via LangChain

The concept of Knowledge Graphs is grounded in the field of machine learning and artificial intelligence, aiming to represent and leverage…

Mar 4

Augmenting Gemini-1.0-Pro with Knowledge Graphs via LangChain

Mar 4

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Rubens Zimbres
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Google Cloud - Community

Cost-Efficient Multi-Agent Collaboration with LangGraph + Gemma for Code Generation

In the end of January, 2024, I received an email about LangGraph and LangSmith. Some features were not in GA, so I signed up for the…

Feb 23

Cost-Efficient Multi-Agent Collaboration with LangGraph + Gemma for Code Generation

Feb 23

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Rubens Zimbres
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Google Cloud - Community

Deploying a Google Cloud Generative AI App in a Website with Cloud Run

In May 2023 I quit my job to spend some months relaxing, organizing knowledge, learning new things and going back to swimming. The last 6…

Jul 14, 2023

Deploying a Google Cloud Generative AI App in a Website with Cloud Run

Jul 14, 2023

Rubens Zimbres

Use LLMs to Turn CSVs into Knowledge Graphs: A Case in Healthcare

Recently I read a post where neo4j-runway was presented. According to their Github page, “Neo4j Runway is a Python library that simplifies…

Jun 22

Use LLMs to Turn CSVs into Knowledge Graphs: A Case in Healthcare

Jun 22

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in
Google Cloud - Community

Multimodality with Gemini-1.5-Flash: Technical Details and Use Cases

Gemini 1.5 Flash is the newest addition to the Gemini family of large language models, and it’s specifically designed to be fast…

Jun 10

Multimodality with Gemini-1.5-Flash: Technical Details and Use Cases

Jun 10

Rubens Zimbres
in
Google Cloud - Community

Deploy a Generative AI application with Terraform in less than 30 minutes

This article leverages an article I wrote a month ago, SQL queries + pgvector: Retrieval Augmented Generation in PostgreSQL. Here, I will…

Apr 30

Deploy a Generative AI application with Terraform in less than 30 minutes

Apr 30

Rubens Zimbres
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Google Developer Experts

Fine Tuning Gemma-2b to Solve Math Problems

Mathematical word problem-solving has long been recognized as a complex task for small language models (SLMs). To reach a good level of…

Apr 11

Fine Tuning Gemma-2b to Solve Math Problems

Apr 11

Rubens Zimbres

Building Knowledge Graphs from Scratch Using Neo4j and Vertex AI

Recently I watched Andrew Ng and Andreas Kollegger course “Knowledge Graphs for RAG” available at deeplearning.ai. The course builds…

Mar 18

Building Knowledge Graphs from Scratch Using Neo4j and Vertex AI

Mar 18

Rubens Zimbres
in
Google Developer Experts

Cybersecurity in AI: Transfer Learning as an Attack Vector

In the ever-evolving landscape of cybersecurity, the emergence of Artificial Intelligence (AI) presents both opportunities and challenges…

Mar 14

Cybersecurity in AI: Transfer Learning as an Attack Vector

Mar 14

Rubens Zimbres
in
Google Cloud - Community

Evaluating LLMs with LangChain: Using GPT-4 to Evaluate Google’s Open Model Gemma-2B-it

Evaluating large language models (LLMs) is crucial for ensuring their trustworthiness and usefulness. Several aspects are considered during…

Mar 13

Evaluating LLMs with LangChain: Using GPT-4 to Evaluate Google’s Open Model Gemma-2B-it

Mar 13

Rubens Zimbres

Rubens Zimbres

I’m a Senior Data Scientist and Google Developer Expert in ML and GCP. I love studying NLP algos and Cloud Infra. CompTIA Security +. PhD. www.rubenszimbres.phd

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