FLaNK AI - 01 April 2024

01-April-2024

FLaNK / KNIFe AI Weekly

https://knifeai.blogspot.com/

Tim Spann @PaaSDev

https://pebble.is/PaaSDev

https://vimeo.com/flankstack

https://www.youtube.com/@FLaNK-Stack

https://www.threads.net/@tspannhw

https://medium.com/@tspann/subscribe

https://www.cloudera.com/campaign/apache-nifi-for-dummies.html

https://ossinsight.io/analyze/tspannhw

COOL CHARITY by KIDS!

https://www.unveilx.org/

CODE + COMMUNITY

Please join my meetup group NJ/NYC/Philly/Virtual.

http://www.meetup.com/futureofdata-princeton/

https://www.meetup.com/futureofdata-newyork/

https://www.meetup.com/futureofdata-philadelphia/

*This is Issue #131 *

https://github.com/tspannhw/FLiPStackWeekly

https://www.cloudera.com/solutions/dim-developer.html

New Releases

Apache Hive 4.0.0
https://hub.docker.com/r/apache/hive

Articles

Meetup Report
https://medium.com/@tspann/march-2024-meetup-report-61e82b00cf57

Real-Time Irish Transit Analytics
https://medium.com/@tspann/real-time-irish-transit-analytics-ea76164c9595

Adding Generative AI Results to SQL Streams
https://medium.com/@tspann/adding-generative-ai-results-to-sql-streams-513e1fd2a6af

Image Processing with Custom Python and Apache NiFi 2.0
https://medium.com/@tspann/image-processing-with-custom-python-and-nifi-2-0-06eadc62c03c

Cloudera + GenAI + NVIDIA NIM Microservices
https://menews247.com/cloudera-to-enhance-genai-with-nvidia-nim-microservices/

https://blog.cloudera.com/data-architecture-and-strategy-in-the-ai-era/

https://blog.cloudera.com/clouderas-rhel-volution-powering-the-cloud-with-red-hat/

https://developer.nvidia.com/blog/translate-your-enterprise-data-into-actionable-insights-with-nvidia-nemo-retriever/

https://drive.google.com/file/d/11lCJAB272ruBa7AAVwYxaN2E2xooWizG/view

https://jack-vanlightly.com/blog/2024/3/26/the-sisyphean-struggle-and-the-new-era-of-data-infrastructure

https://pypi.org/project/streaming-jupyter-integrations/

https://thenewstack.io/how-nvidia-gpu-acceleration-supercharged-milvus-vector-database/

NiFi 2.0 Python
https://medium.com/@sudeep.singh99/a-beginners-guide-to-nifi-2-0-custom-python-processor-ac6d8c7bda7b

Make sure you are on the write MacOS version for new Java
https://blogs.oracle.com/java/post/java-on-macos-14-4

https://www.datanami.com/2024/03/22/zilliz-unveils-game-changing-features-for-vector-search

https://towardsdatascience.com/automated-detection-of-data-quality-issues-54a3cb283a91

https://mlops.community/7-methods-to-secure-llm-apps-from-prompt-injections-and-jailbreaks/?

https://www.startdataengineering.com/post/change-data-capture-using-debezium-kafka-and-pg/

https://medium.com/@hubert.dulay/stream-processing-vs-real-time-olap-vs-streaming-database-339c75ca6772

https://www.cloudera.com/about/news-and-blogs/press-releases/2024-03-28-global-survey-reveals-90-of-it-leaders-believe-that-unifying-the-data-lifecycle-on-a-single-platform-is-critical-for-analytics-and-ai.html

https://nvidianews.nvidia.com/news/nvidia-blackwell-platform-arrives-to-power-a-new-era-of-computing

https://netflixtechblog.com/bending-pause-times-to-your-will-with-generational-zgc-256629c9386b

https://www.uber.com/en-GB/blog/balancing-hdfs-datanodes-in-the-uber-datalake/

https://techcrunch.com/2024/03/31/why-aws-google-and-oracle-are-backing-the-valkey-redis-fork/

Videos

Meetup Talk NYC
https://youtu.be/u8XNNEPEnKQ?si=VWe6n8OKOF7qk6Fl

Irish Rail Preview
https://youtu.be/EIpH7RPO2Yo

TCF Pro 2024
https://www.youtube.com/watch?v=tLbdrOxg5Rs

Streaming Traffic Cameras
https://www.youtube.com/watch?v=85ECRGJBEQU&ab_channel=DatainMotion-HowToBeaStreamingEngineer

NiFi 101
https://www.youtube.com/watch?v=8cZJ9CyLYyI&t=3114s

March 11, 2024 Princeton 23 Orchard Event

https://www.slideshare.net/slideshows/2024-build-generative-ai-for-nonprofits/266748822

march 15, 2024 Trenton TCF

https://www.slideshare.net/slideshows/tcfpro24-building-realtime-generative-ai-pipelines/266807785

Events

April 2, 2024: XtremeJ 2024. Virtual.
https://xtremej.dev/2023/schedule/

April 8-11, 2024: NLIT Summit. Seattle.
https://www.fbcinc.com/e/nlit/default.aspx

April 11, 2024: Conf42 LLM. Virtual.
https://www.conf42.com/llms2024

April 12, 2024: AI Max Conference. 23 Orchard Princeton
https://www.startupgrind.com/events/details/startup-grind-princeton-presents-startup-grind-hosts-ai-max-summit/

April 2024: AI Meetup NJ
https://www.meetup.com/nj-gai/

EMEA | APAC: April 24, 2024 9:30 AM CEST | 1:00 PM IST
AMER EVENT: Apr 25, 2024 9:00 AM PDT | 12:00 PM EDT
Register Now: http://spr.ly/6047Z3AjN

May 8-9, 2024: Data Summit 2024. Boston, MA.
https://www.dbta.com/DataSummit/2024/default.aspx
https://www.dbta.com/DataSummit/2024/Timothy-Spann.aspx

May 21, 2024: Gen AI and Beyond with NiFi 2.0. Virtual.

June 12, 2024: Budapest Data + ML Forum. Virtual.

https://budapestdata.hu/2024/en/

Cloudera Events
https://www.cloudera.com/about/events.html

https://www.cloudera.com/events/cloudera-now-cdp.html?internal_keyplay=ALL&internal_campaign=FY25-Q1-AMER-WS-Cloudera-Now-Events-Page-P06&cid=701Hr000000tW6qIAE&internal_link=p06

More Events:
https://www.linkedin.com/pulse/schedule-2024-tim-spann--y4coe

Code

• https://github.com/tspannhw/FLaNK-python-processors
• https://github.com/kevinbtalbert/CML_AMP-to-Airgapped
• https://github.com/cloudera/CML_AMP_Deploy-Mistral7B-CML-Native-Model
• https://github.com/kadjoudi/Fraud-Prevention-With-Cloudera-SSB

Models

• https://github.com/lichao-sun/mora
• https://github.com/NousResearch/Hermes-Function-Calling
• https://huggingface.co/alpindale/Mistral-7B-v0.2-hf/tree/main

Tools

• https://developers.redhat.com/articles/2024/03/13/kafka-tiered-storage-deep-dive
• https://huggingface.co/adept/fuyu-8b
• https://llava.hliu.cc/
• https://github.com/langchain-ai/langgraph/blob/main/examples/rag/langgraph_self_rag.ipynb
• https://github.com/mapr-demos/gess
• https://github.com/TracecatHQ/tracecat
• https://github.com/datadreamer-dev/DataDreamer
• https://huggingface.co/databricks/dbrx-instruct
• https://github.com/openai/tiktoken
• https://github.com/ora0600/genai-with-confluent
• https://github.com/speedb-io/speedb
• https://github.com/crate/crate
• https://gpt4all.io/index.html
• https://pypi.org/project/imposm.parser/
• https://github.com/easyjailbreak/easyjailbreak?
• https://github.com/databricks/megablocks
• https://github.com/milvus-io/bootcamp/blob/master/bootcamp/RAG/zilliz_pipeline_rag.ipynb
• https://github.com/DoMusic/Hybrid-Net
• https://www.reddit.com/r/LocalLLaMA/comments/1bmvtyb/new_user_beginning_guide_from_total_noob_to/
• https://github.com/run-llama/llama_index/tree/main/llama-index-packs/llama-index-packs-raft-dataset
• https://github.com/FoundationVision/GLEE
• https://github.com/zenml-io/zenml
• https://github.com/lapce/lapdev
• https://github.com/enisdenjo/graphql-ws
• https://github.com/jasonppy/VoiceCraft
• https://github.com/h2oai/enterprise-h2ogpte
• https://github.com/sbcshop/Pitalk_4G_HAT_Software
• https://github.com/OpenAccess-AI-Collective/axolotl/blob/main/docs/rlhf.qmd
• https://www.modular.com/blog/the-next-big-step-in-mojo-open-source

New

Vector Db built on clickhouse
https://github.com/myscale/myscaledb

Cool Tool - LLM Synthetic Data Generators

https://github.com/geraldyong/OpenAI_Synthetic/tree/main

https://github.com/quentinlintz/synthetic-data-generator

https://medium.com/@n-demia/how-to-prepare-test-data-via-openai-api-in-postman-7e378dde1f53

https://github.com/datadreamer-dev/DataDreamer

https://huggingface.co/collections/rbiswasfc/synthetic-data-generation-65ee68e821ddaff47073ed02

Flink Connectors (scroll down)

https://flink.apache.org/downloads/

Avro

Can't handle numbers bigger than 19 decimals

Throwback Article

https://community.cloudera.com/t5/Community-Articles/Ingesting-RDBMS-Data-As-New-Tables-Arrive-Automagically-into/ta-p/246214

https://docs.cloudera.com/csp-ce/latest/ce-overview/topics/csp-ce-overview.html

Discount

Discount access to DataSummit 2024
https://secure.infotoday.com/RegForms/DataSummit/?Priority=24SPKR

© 2020-2024 Tim Spann