AI and All Data Weekly 09 December 2024

 

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

#167 - 09-December-2024

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

Big Announcement Coming

Happy Krampusnacht to all those who celebrate.

AWS Updates

🧊 S3 Tables for Iceberg
☃️ AWS re:Invent 2024 Announcements
🧊 AWS Trainium Chips

The Coolness this week

❄️ Apache Polaris + Iceberg Quickstart
⚡️ How to extract tables from pdfs
🚀 Microsoft 1bit LLM BitNet
🐿️ Verifying Kafka Transactions Entry 2
🐿️ FLUSS: Streaming Storage
🐿️ Fluss -> Flow for Flink Real Time Analytics
🌐 TableFlow - iceberg / kafka
❄️ Snowflake Cortex AI + Slack
🐿️❄️ Door dash flink, kafka, snowflake
🧠 Prompt Stack -- all in one
🔌 SpaCY Layout for PDF
📱 Responsible AI Pathways
📼 Megaparse documents python
🔌 Time Series LLM
❄️ Generate Synthetic Data in Snowflake
🐿️ LLMs and GenAI - When to use them
🐿️ Flink Observability with Prometheus
📡 New SQL GUI
🍫 TDD for GenAI
🕵️
🎁 Open Source Agent Framework for Production
💻 Cedit command line editor
🏭 ServiceNow AgentLab
🎤 Snowflake Lessons Learned in Replication
🎄 Privastead
🔌 Backup Icloud with nodejs on linux
🔌 Backup Google with nodejs on linux
🎄 HuggingFace macos chat source code
🎁 Ollama working with structured output
🎁 dspy ai how to
🔌 Piazza updater
🔌 Building a financial report with langgraph
ColPali Notebook with QWEN 2 VL

New Models

📼 Open Source Video Foundation Model by Hunyuan
🌐 marco-o1

☁️ Amazon Foundation Models - Nova
❄️ Snowflake Arctic Instruct
🏫 Large Scale World Model Google
💻 PaliGemma Google SmOl Vision
💻 Ollama 3.3

Upcoming

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

Recent Tim Stuff

💻 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
💻 BuildStuff - Adding Generative AI
🐈‍⬛ Conf42 Prompt Engineering
🥑 06 Nov 2024 AI Alliance Talk in Manhattan
💻 08 Nov 2024 PyData NYC slides

Apps, Demos, Examples, Models, Notebooks and Projects

🐍 RAG 101
🐦 Milvus Knowledgebase
👻 AIM Ghosts
🚕 Unstructured Data - Ghosts - Part 1
🤖 Multimodal RAG is not Scary Ghosts
✍🏼 Advanced RAG Techniques

Technologies

      

CODE + COMMUNITY

© 2020-2024 Tim Spann https://www.youtube.com/@FLaNK-Stack (AI + Vectors + LLM + Streaming + IoT)