Showing posts with label ml. Show all posts
Showing posts with label ml. Show all posts

AIM Weekly for 29 July 2024

 https://zilliz.com/event/unstructured-data-processing-from-cloud-to-edge

29-July-2024


Tim Spann @PaaSDev Milvus - Towhee - Attu - Feder - GPTCache - VectorDB Bench


AIM Weekly (Towhee - Attu - Milvus (Tim-Tam))

https://github.com/milvus-io/milvus?utm_source=partner&utm_medium=referral&utm_campaign=2024_newsletter_tspann-ai-newsletters_external

https://www.youtube.com/@FLaNK-Stack

https://medium.com/@tspann/subscribe

https://ossinsight.io/analyze/tspannhw


CODE + COMMUNITY

Please join my meetup group NJ/NYC/Philly/Virtual.

https://www.meetup.com/unstructured-data-meetup-new-york/?utm_source=partner&utm_medium=referral&utm_campaign=2024_newsletter_tspann-ai-newsletters_external


This is Issue #148


Join us at the next meetup.

August 13, 2024 5:30 to 8:30 PM in NYC @ New York https://www.meetup.com/unstructured-data-meetup-new-york/

I am very sorry for the venue issues, we will fix this.

We had some issues with Cloudera's facility and couldn't get in. We had an impromptu short meeting and a recorded my talk you can check out.

https://medium.com/@tspann/report-exciting-meetup-on-july-25-2024-6df5c3a97373

https://www.youtube.com/watch?v=AuWveijqcog

Edge News

I may have some really cool edge stuff coming for August, looks like we may have some next gen Edge LLM RAG going on.

Articles

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

https://medium.com/@zilliz_learn/improving-information-retrieval-and-rag-with-hypothetical-document-embeddings-hyde-db39021d7688

BM25 https://medium.com/@tspann/ranking-for-relevance-with-bm25-b2d9dd62e2f8

https://medium.com/@mat.martial/how-to-make-your-rag-less-distracted-5d79a1381841

https://news.mit.edu/2024/creating-verifying-stable-ai-controlled-systems-rigorous-flexible-way-0717

https://mychen76.medium.com/deep-dive-loading-unstructured-text-into-a-knowledge-graph-using-large-language-models-llms-bfc013f7dc17

https://towardsdatascience.com/running-local-llms-is-more-useful-and-easier-than-you-think-f735631272ad

https://llama.meta.com/

What is RAG? https://zilliz.com/learn/Retrieval-Augmented-Generation

https://0xinfection.github.io/reversing/

https://aml4td.org/

https://www.globalxetfs.com/internet-of-things-and-devices-poised-for-edge-ai-driven-upgrades/

https://medium.com/enterprise-rag/whyhow-ai-kg-studio-platform-beta-rag-native-graphs-1105e5a84ff2

https://www.youtube.com/watch?v=5XOSHpKGWYU

Videos

NYC Replacement Talk https://www.youtube.com/watch?v=AuWveijqcog

Live Fun Friday with Unstructed Data Preview https://www.youtube.com/watch?v=_jQB62uPsvc

Running the NVIDIA Milvus Lite Demo https://www.youtube.com/watch?v=7kdYbaw2LSQ

Hands on Demo https://www.youtube.com/watch?v=6zgdTCyx3Zg

South Bay Meetup https://www.youtube.com/watch?v=MDHyrhrulWo

NYC Preview https://www.youtube.com/watch?v=5XOSHpKGWYU

Hands On https://www.youtube.com/watch?v=6zgdTCyx3Zg

Slides

https://www.slideshare.net/slideshow/nycmeetup07-25-2024-unstructured-data-processing-from-cloud-to-edge/270502823

https://www.slideshare.net/slideshow/06-20-2024-ai-camp-meetup-unstructured-data-and-vector-databases/269789268

https://www.slideshare.net/slideshow/multimodal-embeddings-continued-south-bay-meetup-slides/270479192

Releases

https://github.com/huggingface/transformers/releases/tag/v4.42.0

Events

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

image

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

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


Webinars

Join me at my first Milvus Webinar!!!!!! image

Thursday, August 1 9:00 AM Pacific | 12:00 PM Eastern 45-minute presentation | 15-minute Q&A https://zilliz.com/event/unstructured-data-processing-from-cloud-to-edge

Code



Models


Tools

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



🖥️ Videos:  [https://www.youtube.com/@MilvusVectorDatabase/videos](https://www.youtube.com/@MilvusVectorDatabase/videos)
X Twitter -   / milvusio  [https://x.com/milvusio](https://x.com/milvusio)
🔗 Linkedin:  / zilliz  [https://www.linkedin.com/company/zilliz/](https://www.linkedin.com/company/zilliz/)
😺 GitHub: [https://github.com/milvus-io/milvus](https://github.com/milvus-io/milvus)
🦾 Invitation to join discord:   / discord  [https://discord.com/invite/FjCMmaJng6](https://discord.com/invite/FjCMmaJng6)

FLaNK AI Weekly 18 March 2024

 

18-March-2024

FLaNK Stack Weekly

Tim Spann @PaaSDev

https://pebble.is/PaaSDev

https://vimeo.com/flankstack

https://www.youtube.com/@FLaNK-Stack

https://www.threads.net/@tspannhw

https://medium.com/@tspann/subscribe

https://www.cloudera.com/campaign/apache-nifi-for-dummies.html

https://ossinsight.io/analyze/tspannhw

image

Congrats to my wife for being the youngest Leader of our local Elks!

CODE + COMMUNITY

Please join my meetup group NJ/NYC/Philly/Virtual.

http://www.meetup.com/futureofdata-princeton/

https://www.meetup.com/futureofdata-newyork/

https://www.meetup.com/futureofdata-philadelphia/

image

**This is Issue #129 **

https://github.com/tspannhw/FLiPStackWeekly

https://www.cloudera.com/solutions/dim-developer.html

New Releases

https://cldr-steven-matison.github.io//blog/CEM-2.1.2-Release/

Articles

Image Processing with Custom Python and Apache NiFi 2.0 https://medium.com/@tspann/image-processing-with-custom-python-and-nifi-2-0-06eadc62c03c

Mixtral Deep Dive https://dzone.com/articles/mixtral-generative-sparse-mixture-of-experts-in-da

AI Augmented DevRel part 1 https://medium.com/@tspann/ai-augmented-devrel-part-1-4058af905a89

Next Level Flink with Nussknacker https://medium.com/@tspann/next-level-flink-with-nussknacker-fe7294e2ef21

Mixtral Generative Sparse Mixture of Experts in DataFlows https://medium.com/@tspann/mixtral-generative-sparse-mixture-of-experts-in-dataflows-59744f7d28a9

https://news.mit.edu/2024/researchers-enhance-peripheral-vision-ai-models-0308

https://medium.com/@1709deepesh/connecting-apache-nifi-to-microsoft-graph-reading-emails-with-invokehttp-processors-6d84db9fa157

https://community.cloudera.com/t5/Community-Articles/How-to-call-a-CML-Deployed-Model-From-Apache-NiFi-in-10/ta-p/374853

https://www.infoq.com/news/2024/03/java-22-so-far/

https://www.infoq.com/news/2024/03/lapce-rust-editor

https://www.infoq.com/news/2024/03/mistral-ai-aws/

https://www.infoq.com/news/2024/03/anthropic-claude-ai/

https://www.quantamagazine.org/new-breakthrough-brings-matrix-multiplication-closer-to-ideal-20240307/

https://venturebeat.com/ai/hugging-face-is-launching-an-open-source-robotics-project-led-by-former-tesla-scientist/?

https://dbos-project.github.io/

https://www.datanami.com/2024/03/07/cloudera-unveils-next-phase-of-open-data-lakehouse-to-unlock-enterprise-ai/?

https://www.decodable.co/blog/taxonomy-of-data-change-events

https://www.europarl.europa.eu/news/en/press-room/20240308IPR19015/artificial-intelligence-act-meps-adopt-landmark-law

https://medium.com/plain-simple-software/the-llm-app-stack-2024-eac28b9dc1e7

https://www.slideshare.net/JulienSIMON5/an-introduction-to-computer-vision-with-hugging-face

https://huggingface.co/learn/nlp-course/chapter1/2?fw=pt

https://huggingface.co/timm

https://github.com/huggingface/pytorch-image-models

https://www.slideshare.net/JulienSIMON5/an-introduction-to-computer-vision-with-hugging-face

https://www.infoq.com/news/2024/03/azure-openai-your-data-ga/

https://developers.redhat.com/articles/2024/03/13/kafka-tiered-storage-deep-dive?

https://community.cloudera.com/t5/What-s-New-Cloudera/Cloudera-DataFlow-adds-Change-Data-Capture-processors-flow/ba-p/381727

Videos

Streaming Traffic Cameras https://www.youtube.com/watch?v=85ECRGJBEQU&ab_channel=DatainMotion-HowToBeaStreamingEngineer

Python Processor https://www.youtube.com/watch?v=jF5FSY0xFiQ&t=9s&ab_channel=DatainMotion-HowToBeaStreamingEngineer

Preview of TCF Pro Talk https://youtu.be/ce9lhtbp48M?si=Svjb2-bIIPXLwXD1

Feb 22, 2024 NYC Meetup

https://www.slideshare.net/slideshows/2024-feb-ai-meetup-nyc-genaillmsmldata-codeless-generative-ai-pipelines/266444687

Feb 28, 2024 NYC Flink Meetup

https://www.slideshare.net/slideshows/2024-february-28-nyc-meetup-unlocking-financial-data-with-realtime-pipelines/266539528

Feb 29, 2024 Conf42 Python 2024

https://www.slideshare.net/slideshows/conf42python-using-apache-nifi-apache-kafka-risingwave-and-apache-iceberg-with-stock-data-and-llm/266521940

https://www.slideshare.net/slideshows/conf42pythonbuilding-apache-nifi-20-python-processors/266522007

https://www.youtube.com/watch?v=awxzG7laWx4&ab_channel=Conf42

https://www.youtube.com/watch?v=FD16_oZ65Ug&ab_channel=Conf42

March 11, 2024 Princeton 23 Orchard Event

https://www.slideshare.net/slideshows/2024-build-generative-ai-for-nonprofits/266748822

march 15, 2024 Trenton TCF

https://www.slideshare.net/slideshows/tcfpro24-building-realtime-generative-ai-pipelines/266807785

Events

March 27, 2024: Startup Grind. Jersey City https://www.startupgrind.com/events/details/startup-grind-princeton-presents-startup-grind-princeton-amp-nj-big-data-alliance-generative-ai-reverse-pitch/

March 28, 2024: Pinot + NiFi + Flink + Kafka Meetup NYC https://www.meetup.com/real-time-analytics-meetup-ny/events/299290822/

April 2, 2024: XtremeJ 2024. Virtual. https://xtremej.dev/2023/schedule/

April 8-11, 2024: NLIT Summit. Seattle. https://www.fbcinc.com/e/nlit/default.aspx image

April 11, 2024: Conf42 LLM. Virtual. https://www.conf42.com/llms2024

April 12, 2024: AI Max Conference. 23 Orchard Princeton https://www.startupgrind.com/events/details/startup-grind-princeton-presents-startup-grind-hosts-ai-max-summit/

April 2024: AI Meetup NJ https://www.meetup.com/nj-gai/

May 8-9, 2024: Data Summit 2024. Boston, MA. https://www.dbta.com/DataSummit/2024/default.aspx

Cloudera Events https://www.cloudera.com/about/events.html

More Events: https://www.linkedin.com/pulse/schedule-2024-tim-spann--y4coe

Code

Models

Datasets

Tools

Tips

https://www.datainmotion.dev/2020/05/one-minute-nifi-tip-calcite-sql-notes.html

Cool Tool

These are amazing diagrams and graphics.
https://drawify.com/templates/341/personal-user-manual

© 2020-2024 Tim Spann