LLMs, RAG, & the missing storage layer for AI

In the rapidly evolving landscape of artificial intelligence, Generative AI…

Vector similarity search with duckdb

duckdb, pgvector, postgres scanner, oh my

Better RAG with LOTR-Lord of Retriever

Implementing LOTR merger retriever & solving the ‘Lost in the Middle’ Challenge in RAG…

Hybrid Search: Combining BM25 and Semantic Search for Better Results with Langchain

Benchmarking random access in Lance

In this short blog post we’ll take you through some simple benchmarks to show the random access…

Better RAG with Active Retrieval Augmented Generation FLARE

Optimizing LLMs: A Step-by-Step Guide to Fine-Tuning with PEFT and QLoRA

Simplest Method to improve RAG pipeline: Re-Ranking

Problem Statement:

Peeking Duck: duckdb + lance for computer vision

SELECT predict(‘resnet’, image) FROM dataset