Engineering

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Engineering

MemGPT: OS Inspired LLMs That Manage Their Own Memory

Engineering / Ayush Chaurasia / December 11, 2023

Explore about memgpt: os inspired llms that manage their own memory. Get practical steps, examples, and best practices you can use now.

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

Engineering / LanceDB / December 9, 2023

Have you ever thought about how search engines find exactly what you're looking for? They usually use a mix of looking for specific words and understanding the meaning behind them.

Accelerate Vector Search Applications Using OpenVINO & LanceDB

Engineering / LanceDB / December 6, 2023

We show how to use the CLIP from OpenAI for Text-to-Image and Image-to-Image searching. We’ll also do a comparative analysis of the PyTorch model, FP16 OpenVINO format, and INT8 OpenVINO format in terms of speedup.

Advanced RAG: Precise Zero-Shot Dense Retrieval with HyDE

Engineering / LanceDB / November 27, 2023

In the world of search engines, the quest to find the most relevant information is a constant challenge. Researchers are always on the lookout for innovative ways to improve the effectiveness of search results.

Better RAG with Active Retrieval Augmented Generation FLARE

Engineering / LanceDB / November 17, 2023

by Akash A. Get practical steps and examples from 'Better RAG with Active Retrieval Augmented Generation FLARE'.

GPU-Accelerated Indexing in LanceDB

Engineering / LanceDB / November 2, 2023

Speed up vector index training in LanceDB with CUDA or Apple Silicon (MPS). See how GPU‑accelerated IVF/PQ training compares to CPU and how to enable it in code.

Reduce Hallucinations from LLM-Powered Agents Using Long-Term Memory

Engineering / LanceDB / July 19, 2023

Understand about reduce hallucinations from llm-powered agents using long-term memory. Get practical steps, examples, and best practices you can use now.