All Data and AI Weekly #172 for 13 January 2025

All Data and AI Weekly ( AI, Data, Iceberg, Polaris, Streamlit, Flink, Kafka, Python, Java, NiFi )

#172 - 13-Jan-2025

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

Dedicated to my friend, Nano, loyal cat who passed away recently.

Cool Stuff of the week

❄️ https://frostyfriday.org/

❄️ https://www.snowflake.com/en/blog/streamline-rag-document-preprocessing/

❄️ https://docs.snowflake.com/en/sql-reference/stored-procedures/generate_synthetic_data

❄️ https://github.com/tspannhw/snowflake-demo-notebooks/blob/main/Ingest%20Public%20JSON/Ingest%20Public%20JSON.ipynb

❄️ https://github.com/doneyli/snowflake-cortex-hurricane-response

🧊🏔️ https://www.linkedin.com/feed/update/urn:li:activity:7279661001841467392/

🚕 Cool Startup in NJ -> https://www.ulimo.co/

💻 https://risingwave.com/blog/beyond-cost-savings-the-true-power-of-apache-iceberg-in-modern-data-architectures/

🚀 https://github.com/doneyli/snowflake-cortex-hurricane-response

💻 https://www.recordlydata.com/blog/the-state-of-cloud-data-warehouses-2024-edition

New Models

❄️ Snowflake Arctic Instruct

Upcoming

2025!!! Cool Snowflake AI and Streaming stuff coming.

💻 21 January 2025 - NYC - Polaris and Iceberg Meetup - I will be attending. https://lu.ma/ep4vzkzm

💻 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

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

Technologies

CODE + COMMUNITY

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