AIM Weekly for 17 June 2024
17-June-2024
Tim Spann @PaaSDev
Milvus - Towhee - Attu - Feder - GPTCache - VectorDB Bench
Happy Father's Day To All! Also Happy Flag Day to Those in the United States.
AIM Weekly
Towhee - Attu - Milvus (Tim-Tam)
FLaNK - FLiPN
With a name like that I am not sure how I don't add that to my group.
SPANN: Highly-efficient Billion-scale Approximate Nearest Neighborhood Search https://proceedings.neurips.cc/paper/2021/hash/299dc35e747eb77177d9cea10a802da2-Abstract.html
Congrats to Milvus
CODE + COMMUNITY
Please join my meetup group NJ/NYC/Philly/Virtual.
This is Issue #142
New Releases
Milvus Release 2.4.4
Release date: May 31, 2024
It includes a critical bug fix, so if you use bulk insert definitely upgrade now. Also some compilation updates for other platforms.
Hardware
Upcoming
Summary of the Last Awesome Meetup https://www.dhirubhai.net/feed/update/urn:li:activity:7202803256891248640/
Cool Stuff
TIMM (Pytorch Image Models) https://timm.fast.ai/
Ben has gone deep on this article on the Future of Vector Search linking to some of Milvus & Zilliz' scalability and horizontal scalability deep description and highlighting a lot of interesting things going on.
See:
Articles
There's a lot of cool stuff with Milvus and new models, techniques, libraries and use cases.
DSPy - Getting interesting https://medium.com/@sandyeep70/the-decline-of-traditional-prompt-engineering-and-the-rise-of-dspy-b27b9a5adc45
Why How + Milvus Lite https://medium.com/enterprise-rag/kickstart-your-genai-applications-with-milvus-lite-and-whyhow-ais-open-source-rule-based-retrieval-70873c7576f1
Videos
Using JSON Fields with Milvus
Street Cams + Milvus
Conf42: ML: Emerging GenAI
Generative AI with Milvus
SF Unstructured Meetup - 03 June 2024
Fueling AI with Airbyte
Milvus Webinar
AI Generated Videos
Voyage AI Embeddings and Rerankers for Search and RAG
Evaluate RAG Apps
Slides
Events
June 18, 2024: Princeton Meetup
June 20, 2024: AI Camp Meetup. NYC.
Nov 5-7, 10-12, 2024: CloudX. Online/Santa Clara.
Nov 19, 2024: XtremePython. Online.
Code
Models
Tools
Cool
Let's do the Time Sync Again https://github.com/milvus-io/milvus/blob/master/docs/design_docs/20211215-milvus_timesync.md
? 2020-2024 Tim Spann https://www.youtube.com/@FLaNK-Stack
?? Playlist: Unstructured Data Meetup https://www.meetup.com/unstructured-data-bay-area/events/
??? Website: https://www.youtube.com/@MilvusVectorDatabase/videos
X Twitter - / milvusio https://x.com/milvusio
?? Linkedin: / zilliz https://www.dhirubhai.net/company/zilliz/
?? GitHub: https://github.com/milvus-io/milvus
?? Invitation to join discord: https://discord.com/invite/FjCMmaJng6