PinnedRubens ZimbresUse LLMs to Turn CSVs into Knowledge Graphs: A Case in HealthcareRecently I read a post where neo4j-runway was presented. According to their Github page, “Neo4j Runway is a Python library that simplifies…Jun 225Jun 225
PinnedRubens ZimbresinGoogle Cloud - CommunityAugmenting Gemini-1.0-Pro with Knowledge Graphs via LangChainThe concept of Knowledge Graphs is grounded in the field of machine learning and artificial intelligence, aiming to represent and leverage…Mar 46Mar 46
PinnedRubens ZimbresinGoogle Cloud - CommunityCost-Efficient Multi-Agent Collaboration with LangGraph + Gemma for Code GenerationIn 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 231Feb 231
PinnedRubens ZimbresinGoogle Cloud - CommunityDeploying a Google Cloud Generative AI App in a Website with Cloud RunIn 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, 20233Jul 14, 20233
Rubens ZimbresHuman + AI: Building an Android App in 40 minutes with No Prior Knowledge About the TechnologyThis article is about Human Augmentation with AI. I am a Data Scientist and Machine Learning Engineer. I work with Python basically, and I…Sep 13Sep 13
Rubens ZimbresinGoogle Cloud - CommunityIn-Browser Inference with a Customized Tensorflow Lite Model and MediaPipeFor me, developing this tutorial was not trivial, because MediaPipe only supports some models and it’s a new library. Google AI Edge was…Jul 241Jul 241
Rubens ZimbresKolmogorov-Arnold Networks: a CritiqueKolmogorov-Arnold Networks (KANs) are an ‘innovation’ in the field of deep learning, offering a new way to construct neural networks…Jul 119Jul 119
Rubens ZimbresinGoogle Cloud - CommunityMultimodality with Gemini-1.5-Flash: Technical Details and Use CasesGemini 1.5 Flash is the newest addition to the Gemini family of large language models, and it’s specifically designed to be fast…Jun 10Jun 10
Rubens ZimbresinGoogle Cloud - CommunityDeploy a Generative AI application with Terraform in less than 30 minutesThis article leverages an article I wrote a month ago, SQL queries + pgvector: Retrieval Augmented Generation in PostgreSQL. Here, I will…Apr 302Apr 302
Rubens ZimbresinGoogle Developer ExpertsFine Tuning Gemma-2b to Solve Math ProblemsMathematical word problem-solving has long been recognized as a complex task for small language models (SLMs). To reach a good level of…Apr 11Apr 11