Timothy Spann. 🇺🇦24-June-2024
Tim Spann @PaaSDev
Milvus - Towhee - Attu - Feder - GPTCache - VectorDB Bench
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
https://www.dbta.com/Editorial/Trends-and-Applications/DBTA-100-2024-The-Companies-That-Matter-Most-in-Data-164289.aspx
https://www.youtube.com/@FLaNK-Stack
https://www.threads.net/@tspannhw
https://medium.com/@tspann/subscribe
https://ossinsight.io/analyze/tspannhw
CODE + COMMUNITY
Please join my meetup group NJ/NYC/Philly/Virtual.
This is Issue #143
Join me:
July 25, 2024 5:30 to 8:30 PM in NYC @ Cloudera
101 5th Ave · New York, NY
Cloudera office - 8th Floor
https://www.meetup.com/unstructured-data-meetup-new-york/events/301720478/
New Releases
Hardware
Raspberry Pi AI Kit
Upcoming
July 18 - Meetup - AI Camp NYC @ Microsoft Reactor
July 25 - Meetup @ Cloudera NYC
August 13 - Meetup @ Hudson Yards NYC
Cool Stuff
Look at this cool MAD Map for Real-Time Python with Milvus listed
https://bytewax.io/blog/bytewax-mad-map
Token price of most the major models
https://github.com/AgentOps-AI/tokencost
Launch into PyTorch Lightning Studio
https://lightning.ai/badge
Low Code AutoGen Studio
https://github.com/microsoft/autogen/tree/main/samples/apps/autogen-studio
Another great work by Victor D!
A really great article by Rakuten on Milvus
https://symphony.rakuten.com/blog/rakuten-symphony-makes-llms-breakthrough-with-ipv6-innovation
Milvus has fast insert
https://zilliz.com/blog/clear-up-misconceptions-about-data-insertion-speed-in-milvus
Articles
There's a lot of cool stuff with Milvus and new models, techniques, libraries and use cases.
https://medium.com/@tspann/summer-ai-camp-in-times-square-20-june-2024-report-842543bc587b
https://medium.com/@tspann/unstructured-data-processing-with-a-raspberry-pi-ai-kit-c959dd7fff47
https://medium.com/@tspann/startup-grind-princeton-report-for-18-june-2024-ed7b9928a725
https://medium.com/@tspann/not-every-field-is-just-text-numbers-or-vectors-976231e90e4d
https://github.com/nicanorflavier/spf-dkim-dmarc-simplified
https://www.infoq.com/news/2024/06/meta-llm-megalodon
https://medium.datadriveninvestor.com/llmops-monitoring-for-agent-ai-platforms-dee474b2877f
https://medium.com/sourcescribes/7-open-source-tools-you-will-find-very-useful-06eddb20518b
https://medium.com/ubiai-nlp/fine-tuning-mistral-7b-for-named-entity-recognition-ner-bbb96af918d3
https://thenewstack.io/generate-learned-sparse-embeddings-with-bge-m3/
https://ai.plainenglish.io/top-9-open-source-text-to-speech-tts-models-7ac572cfc7d4
https://augmentedstartups.medium.com/yolov10-vs-yolov9-vs-yolov8-8a3c3d596b6f
Videos
Unstructured Data Processing with RPI 5 AI Kit
https://www.youtube.com/watch?v=tZFJ1DDkD1Q
Using JSON Fields with Milvus
https://www.youtube.com/watch?v=HP5L3Hr6Mt8
DSS ML Talk
https://www.youtube.com/watch?v=t17Ga4l5gvo
RPI Videos
https://www.youtube.com/watch?v=lrLAjqWsYjU
https://www.youtube.com/watch?v=GgxLWPNLf9I
https://www.youtube.com/watch?v=OMy7ggCVeEY
https://www.youtube.com/watch?v=gRP9y3w_Ago
https://www.youtube.com/watch?v=myZgzNfY08U
https://www.youtube.com/watch?v=gYVbj2nLVYc
https://www.youtube.com/watch?v=396ZN4T66uA
https://www.youtube.com/watch?v=i_caGhsFwMM
Slides
https://www.slideshare.net/slideshow/06-18-2024-princeton-meetup-introduction-to-milvus/269765983
Events
Oct 27 - 29, Raleigh, NC - All Things Open
https://2024.allthingsopen.org/speakers/timothy-spann
Nov 5-7, 10-12, 2024: CloudX. Online/Santa Clara. https://www.developerweek.com/cloudx/
Nov 19, 2024: XtremePython. Online.
https://xtremepython.dev/2024/
Code
- https://github.com/tspannhw/AIM-MilvusLite
- https://github.com/tspannhw/AIM-NYCStreetCams
- https://github.com/tspannhw/AIM-MotorVehicleCollisions
- https://github.com/milvus-io/milvus?utm_source=partner&utm_medium=referral&utm_campaign=2024_newsletter_tspann-ai-newsletters_external
Models
Tools
- https://opensustain.tech/
- https://amphi.ai/
- https://omid.dev/2024/06/19/advanced-shell-scripting-techniques-automating-complex-tasks-with-bash/
- https://blog.christianperone.com/2023/06/appreciating-llms-data-pipelines/
- https://github.com/Canner/wren-engine
- https://github.com/Helicone/helicone
- https://github.com/BasedHardware/OpenGlass
- https://www.firecrawl.dev/
- https://github.com/mendableai/firecrawl
- https://github.com/OpenBMB/MiniCPM/blob/main/README-en.md
- https://github.com/nomic-ai/nomic
- https://github.com/AiuniAI/Unique3D
- https://github.com/mayneyao/eidos
- https://event-driven-io.github.io/emmett/getting-started.html
© 2020-2024 Tim Spann https://www.youtube.com/@FLaNK-Stack
~~~~~~~~~~~~~~~ CONNECT ~~~~~~~~~~~~~~~
🖥️ Videos: https://www.youtube.com/@MilvusVectorDatabase/videos
X Twitter - / milvusio https://x.com/milvusio
🔗 Linkedin: / zilliz https://www.linkedin.com/company/zilliz/
😺 GitHub: https://github.com/milvus-io/milvus
🦾 Invitation to join discord: / discord https://discord.com/invite/FjCMmaJng6
