AIM Weekly for 24 June?2024

AIM Weekly for 24 June?2024

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://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

New Releases

Hardware

Raspberry Pi AI Kit

Upcoming

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

Token price of most the major models

Launch into PyTorch Lightning Studio

Low Code AutoGen Studio

Another great work by Victor D!

A really great article by Rakuten on Milvus

Milvus has fast insert

Articles

There's a lot of cool stuff with Milvus and new models, techniques, libraries and use cases.

https://developer.nvidia.com/blog/tips-for-building-a-rag-pipeline-with-nvidia-ai-langchain-ai-endpoints/?dysig_tid=00412d783bcd4bf3acd6c76be95c699f

https://github.com/nicanorflavier/spf-dkim-dmarc-simplified

https://www.infoq.com/news/2024/06/meta-llm-megalodon

https://github.com/mistralai/cookbook/blob/main/third_party/LlamaIndex/ollama_mistral_llamaindex.ipynb

https://www.decube.io/post/ingest-data-vector-database-milvus?utm_source=partner&utm_medium=referral&utm_campaign=2024_newsletter_tspann-ai-newsletters_external

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://thenewstack.io/install-ollama-ai-on-ubuntu-linux-to-use-llms-on-your-own-machine/?utm_source=

https://medium.com/@enrico.randellini/exploring-microsoft-phi3-vision-language-model-as-ocr-for-document-data-extraction-c269f7694d62

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

Using JSON Fields with Milvus

DSS ML Talk

RPI Videos

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

Slides

Events

July 25 - NYC Unstructured Data Meetup Cloudera Partners

August 13 - NYC Unstructured Data Meetup

September - NYC Unstructured Data Meetup

October - NYC Unstructured Data Meetup

October 27 - 29, Raleigh, NC - All Things Open https://2024.allthingsopen.org/speakers/timothy-spann

November - NYC Unstructured Data Meetup

November 5-7, 10-12, 2024: CloudX. Online/Santa Clara. https://www.developerweek.com/cloudx/

November 19, 2024: XtremePython. Online. https://xtremepython.dev/2024/

Code

Models

Tools

? 2020-2024 Tim Spann https://www.youtube.com/@FLaNK-Stack



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