DEV Community

Cover image for All Data and AI Weekly #172 for 13 January 2025
Timothy Spann
Timothy Spann

Posted on

1 1 1 1 1

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.

image

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

image

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

Python
Java
Snowflake
Streamlit
AWS
Google Cloud
Azure

CODE + COMMUNITY

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

Do your career a big favor. Join DEV. (The website you're on right now)

It takes one minute, it's free, and is worth it for your career.

Get started

Community matters

Top comments (0)

Billboard image

Try REST API Generation for Snowflake

DevOps for Private APIs. Automate the building, securing, and documenting of internal/private REST APIs with built-in enterprise security on bare-metal, VMs, or containers.

  • Auto-generated live APIs mapped from Snowflake database schema
  • Interactive Swagger API documentation
  • Scripting engine to customize your API
  • Built-in role-based access control

Learn more