Databases for #AI: Should you use a vector #database? 🤔

This article compares #opensource projects competing to handle modern #AI workloads, including #machinelearning and #LLMs. Discover which databases best meet today’s AI challenges: https://lpi.org/636x

(Disclaimer: This post contains an AI-generated image.)

#AndyOram #AI #vectordatabase #machinelearning #LLMs #SQL #opensource #hybridsearch #generativeAI #MariaDB #MongoDB #Milvus #Qdrant #Weaviate #Vespa #ChromaDB #LanceDB

LanceDB và Kiln vừa ra mắt hướng dẫn tối ưu hệ thống RAG, giúp bạn tinh chỉnh cấu hình hiệu quả chỉ trong vài giờ bằng cách tập trung vào đánh giá (evals) và lặp lại. Phương pháp này cải thiện chất lượng truy xuất và tạo sinh, rút ngắn thời gian phát triển.
#RAG #AI #LLM #MachineLearning #LanceDB #Kiln #TốiƯuAI #HệThốngRAG #HọcMáy

https://www.reddit.com/r/LocalLLaMA/comments/1pg043n/how_to_tune_a_rag_for_your_use_case_lancedb_kiln/

구글 EmbeddingGemma로 완전 로컬 AI 문서 검색 시스템 만들기

https://aisparkup.com/posts/4809

🎉 Huge thanks to the LanceDB CEO / cofounder Chang She for delivering an incredible talk on "Search, Retrieval, Training, and Analytics with Modern AI Data Lake" at #DataAndAIEngineering #SanFrancisco #meetup !

📹 Great news - the recording is now available! Check it out if you missed it or want to revisit the key concepts. 👇

https://watch.softinio.com/w/mVkLgtcQw8Qv5vA4v8SDHB

#DataEngineering #AIEngineering #SanFrancisco #LanceDB #DataLake #MachineLearning #VectorDB #Database #AI #ArtificialIntelligence

Now, that's a subtle API change: `limit(None)` previously meant "no limit", now it means "default limit", which is 10, lol.

#lancedb

🔧 #phidata Framework: Build Intelligent AI Systems

• 🧠 Build #AI Agents with memory, knowledge, tools & reasoning capabilities. Supports #OpenAI, #Ollama, and #Grok models

• 💻 Create specialized agents:
- #WebSearch with DuckDuckGo integration
- #Finance analysis with YFinance tools
- #Python code execution
- #SQL data analysis with DuckDB

• 🎯 Features:
- Built-in monitoring & debugging
- Local #SQLite storage for privacy
- RAG capabilities with #LanceDB
- Interactive UI playground
- Team collaboration support

• 🛠️ Easy setup with #pip install and simple #Python configuration

• 📊 Includes demo agents and comprehensive documentation

👉 Learn more: https://docs.phidata.com
📺 https://youtu.be/SgtJVSkDGZw?si=eDjiuObZEXE5Q52H

I enjoyed talking with Weston about the basics of vector databases, their significance, the problems they solve, and why we created Lance. This new open-source file format powers @lancedb
#vectordb #ai #parquet #lancedb

https://youtu.be/8RG32AmR5xA

🥳 New episode of Practical AI!

Prashanth Rao mentioned #LanceDB as a stand out amongst the many vector DB options in episode #234 🔝

Now, Chang She (co-founder and CEO) joins us to talk through the specifics of their open source, on-disk, embedded vector search offering 🔍

#ai #vector #databases #machinelearning #opensource

🎧 https://practicalai.fm/250