All Data and AI Weekly #172 - 13-Jan-2025

All Data and AI Weekly #172 - 13-Jan-2025

Tim Spann Tim Spann

Tim Spann

Senior Solutions Engineer

发布日期: 2025年1月13日
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( 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.dhirubhai.net/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




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)

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