All Data and AI Weekly #176 - 10-Feb-2025

( AI, Data, NiFi, Iceberg, Polaris, Streamlit, Flink, Kafka, Python, Java, SQL, Unstructured Data )

#176 - 10-Feb-2025

https://bsky.app/profile/paasdev.bsky.social

Cool Stuff of the week

?? Apache NiFi 2.2! https://cwiki.apache.org/confluence/display/NIFI/Release+Notes#ReleaseNotes-Version2.2.0

?? https://www.dhirubhai.net/pulse/three-things-i-learned-from-customer-conversations-davos-ramaswamy-iklcc/

?? https://www.dhirubhai.net/posts/snowflake-computing_opentable-uses-snowflake-to-serve-up-personalized-activity-7292980351679770624-tsYS/?utm_source=share&utm_medium=member_ios

?? https://articles.analytics.today/boost-your-snowflake-query-performance-with-these-10-tips

?? https://github.com/deltastreaminc/flink-connector-snowflake

?? https://www.datapancake.com/

?? https://www.snowflake.com/en/developers/solutions-center/streamlining-support-case-analysis-with-snowflake-cortex/

?? https://github.com/joshuataylor/snowflake-notes

?? https://www.youtube.com/watch?v=6dRYn4FZVmw&t=595s

?? https://github.com/tdambrin/sf_git

?? https://medium.com/snowflake/streaming-data-to-snowflake-with-redpanda-connect-03c4c02dfd37

?? https://github.com/Goldziher/kreuzberg

?? https://medium.com/snowflake/streaming-data-to-snowflake-with-redpanda-connect-03c4c02dfd37

Snow Tips

If you are a Snowflake Consumerto access a listing you either have to be ACCOUNTADMIN or a role granted the privileges CREATE DATABASE and IMPORT SHARE.

References:

• https://other-docs.snowflake.com/en/collaboration/consumer-becoming#set-up-required-privileges
• https://docs.snowflake.com/en/user-guide/data-share-consumers

Also see how the Orgadmins can accept terms once for the organization to start to use listings:

https://other-docs.snowflake.com/en/collaboration/consumer-becoming#accept-the-snowflake-provider-and-consumer-terms

New Models

?? Snowflake Arctic Instruct

?? Deepseek

?? https://github.com/plexe-ai/smolmodels

Upcoming

?? 20 February 2025 - Online - AI Dev World https://aidevworld.com/conference/speakers/

?? 03 March 2025 - Philadelphia - https://sites.google.com/servicenow.com/good-data-2025/invited-speakers

?? Now https://www.conf42.com/python2025

https://sessionize.com/tspann

https://github.com/timothyspann

Recent Tim Stuff

?? Video IoT

?? Dec 19: Conf42 IoT 2024: Virtual: https://www.conf42.com/Internet_of_Things_IoT_2024_Tim_Spann_opensource_build

?? Unstructured Data and LLM: What, Why and How with Timothy Spann

?? Conf42 IoT Building IoT

?? XTremePython 2024 - LLM

?? PyData NYC

?? Advanced RAG Techniques @ All Things Open Raleigh 2024

?? Building Real Time LLM Models

?? Big Data Conference EU Talk on Open Source Real-Time AI

?? CloudX AI Real-Time

Apps, Demos, Examples, Models, Notebooks and Projects

?? RAG 101

?? AIM Ghosts

?? Multimodal RAG is not Scary Ghosts

??? Advanced RAG Techniques

CODE + COMMUNITY

? 2020-2025 Tim Spann https://www.youtube.com/@FLaNK-Stack (AI + Vectors + LLM + Streaming + IoT)