All Data and AI Weekly #196 - June 30, 2025

All Data and AI Weekly

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

#196 - June 30, 2025

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

NiFi + AI + AI Data Cloud + Iceberg.

https://www.reddit.com/r/DataEngineeringForAI/hot/

https://medium.com/@tim.spann_50517/real-time-enrichment-of-air-quality-data-26564464b2a5

https://www.youtube.com/watch?v=YJhRcXFNv2M

Monthly NYC and Youtube Events

https://lu.ma/PINSAI

Join Hex and I in New York City for a hands-on hackathon with food, AI and prizes.

https://lu.ma/prjumowa

This Week's Focus

Cursor AI + MCP! I got access to pro level Cursor AI IDE and it is really cool. We have an MCP Server to Snowflake that will list databases, schemas, tables, describe tables, read query, creating tables, building queries and more.

See: https://github.com/isaacwasserman/mcp-snowflake-server

IDE: https://www.cursor.com/features

Cool MCP Stuff:

• https://github.com/tuannvm/slack-mcp-client

• https://github.com/wonderwhy-er/DesktopCommanderMCP

• https://github.com/nickclyde/duckduckgo-mcp-server

• https://github.com/modelcontextprotocol/servers

• https://github.com/Prathamesh0901/zoom-mcp-server/tree/main

• https://github.com/mapbox/mcp-server

• https://github.com/rust-mcp-stack/mcp-discovery

• https://github.com/googleapis/genai-toolbox

• https://github.com/yangkyeongmo/mcp-server-apache-airflow

• https://github.com/aws-samples/sample-mcp-server-s3

• https://github.com/Klavis-AI/klavis/tree/main/mcp_servers/discord

• https://github.com/egyptianego17/email-mcp-server

• https://github.com/rishabkoul/iTerm-MCP-Server

• https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc

• https://github.com/GongRzhe/JSON-MCP-Server

• https://github.com/kukapay/jupiter-mcp

• https://github.com/teddyzxcv/ntfy-mcp

Other AI, Data and Snowflake News!!!

https://www.youtube.com/watch?v=kqj3SvKgnOY

https://sanjmo.medium.com/snowflake-summit-2025-unifying-the-data-universe-a07f399b04d7

https://www.linkedin.com/pulse/scaling-new-heights-snowflake-summit-edition-snowflake-computing-a0r9c/

https://medium.com/snowflake/build-a-natural-language-data-assistant-in-vs-code-with-copilot-mcp-and-snowflake-cortex-ai-04a22a3b0f17

https://kilocode.ai/?t

https://medium.com/snowflake/building-a-summarization-engine-with-snowflake-triggered-tasks-1c6a2ee4ec05

https://medium.com/@matiasmaquieira96/your-data-team-is-still-stuck-in-2019-and-how-cortex-analyst-changes-everything-edfdc840df29

https://gist.github.com/sfc-gh-jreini/de2293e60551ca2e30eeb7bbcd142854

https://openrouter.ai/

https://github.com/cline/cline

https://diagrams.mingrammer.com/docs/getting-started/installation

https://micro-editor.github.io/

https://github.com/boltgolt/howdy

https://lmstudio.ai/blog/lmstudio-v0.3.17

https://developer.nvidia.com/blog/run-google-deepminds-gemma-3n-on-nvidia-jetson-and-rtx/

https://prss.co/

https://github.com/exo-explore/exo

https://github.com/sfc-gh-jreini/llama-parse-cortex-search

https://medium.com/@komal1491/semantic-views-in-snowflake-making-business-self-service-60acf88b386a

https://hex.tech/blog/snowflake-summit-2025-recap/

https://www.youtube.com/watch?v=slyY_JfON1Q

Code and Open Source Projects

https://github.com/tspannhw/TrafficAI/tree/main/Agents

https://mermaid.js.org/

New Models

❄️ https://www.snowflake.com/en/blog/anthropic-claude-3-7-sonnet-cortex/

Tutorials

❄️ https://github.com/Snowflake-Labs/sfguide-build-data-agents-using-snowflake-cortex-ai

Marketplace

⚡️ https://app.snowflake.com/marketplace/listing/GZSYZ10SV6W/matillion-matillion-data-productivity-cloud?search=matillion

Upcoming Events, Conferences, Meetups, Webinars and More

July 16 - AI in Action https://www.snowflake.com/events/ai-in-action-how-to-accelerate-to-production/

July 17 - Build an ML Model https://www.snowflake.com/webinars/virtual-hands-on-labs/build-an-ml-model-to-crack-the-code-of-customer-conversions-2025-07-17/

July 30 - Dev Day AI https://www.snowflake.com/emea-dev-day-skill-up-with-ai-2025-07-30/

In-Person

Details: 🔹 Hex + Snowflake Hackathon: Solving NYC’s Biggest Data Challenges 📅 Date: July 15, 2025 🕘 Time: 9:00 AM – 1:00 PM 📍 Location: 44 W 18th St, New York https://lu.ma/prjumowa

July 16 https://aws.amazon.com/events/summits/new-york/

https://sessionize.com/tspann

https://github.com/timothyspann

© 2020-2025 Tim Spann https://www.youtube.com/@FLaNK-Stack