PinnedBuilding a Multimodal LLM Application with PyMuPDF4LLMExtracting text from PDFs is a crucial and often challenging step in many AI, and LLM (Large Language Model) applications. High-quality…Sep 30, 20244Sep 30, 20244
PinnedBalancing Accuracy and Speed with Qdrant Hyperparameters, Hydrid Search and Semantic Caching (Part…Author: Benito MartinNov 9, 2024Nov 9, 2024
PinnedBalancing Accuracy and Speed with Qdrant Hyperparameters, Hybrid Search and Semantic Caching (Part…In the previous blog, we explored the various hyperparameters of a Qdrant collection to understand how collections are structured and how…Nov 9, 2024Nov 9, 2024
PinnedFind Your Code! Scaling a LlamaIndex and Qdrant Application with Google Kubernetes EngineAuthor: Benito MartinJul 1, 20241Jul 1, 20241
PinnedBuilding a Serverless Application with AWS Lambda and Qdrant for Semantic SearchAuthor: Benito MartinJun 17, 2024Jun 17, 2024
Published inMarvelous MLOpsBuilding an End-to-end MLOps Project with DatabricksLast October, I had the privilege of enrolling in the newly launched MLOps Course on Databricks, led by Maria Vechtomova and Başak Eskili…Dec 4, 20241Dec 4, 20241
Multimodal Bill Scan System with Claude 3 Sonnet, AWS CDK, Bedrock, DynamoDBScanning documents and extracting key information can now be accomplished with high accuracy using multimodal models like Claude 3 Sonnet…Sep 24, 20241Sep 24, 20241
Creating a RAG application with AWS CDK as IaC, Qdrant and LlamaIndexSource: AWSSep 3, 20241Sep 3, 20241
Cooking with AI: Building a Smart Multimodal Recipe Recommender using Qdrant, LlamaIndex, and…Are you feeling hungry and craving your favorite recipes? Imagine having a YouTube playlist filled with your top recipe videos, complete…Jul 12, 2024Jul 12, 2024