FLaNK AI Weekly for 29 April 2024

29-April-2024

Cool stuff happening in Trenton

https://www.meetup.com/trenton-makes-tech-_/

FLaNK / KNIFe AI Weekly

http://knifeai.org/

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

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 #135 *

https://github.com/tspannhw/FLiPStackWeekly

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

New Releases

https://celeborn.apache.org/

Articles

https://medium.com/@tspann/building-a-milvus-connector-for-nifi-34372cb3c7fa

https://medium.com/@tspann/searching-slack-from-apache-nifi-9ed562aa2397

https://medium.com/@tspann/events-streams-flows-and-maps-22a8d27cd9b4

https://medium.com/@tspann/storing-meetup-user-data-as-events-dad3b1dc89f5

https://medium.com/@tspann/real-time-in-boston-part-1-0f92d7da3496

https://thenewstack.io/apache-nifi-2-0-0-building-python-processors/

https://medium.com/plain-simple-software/the-llm-app-stack-2024-eac28b9dc1e7

https://blog.cloudera.com/climate-and-sustainability-hackathon-meet-the-judges/

https://www.intel.com/content/www/us/en/developer/articles/technical/get-started-with-generative-ai.html

https://huggingface.co/blog/vlms

https://haystack.deepset.ai/blog/chatting-with-sql-databases-3-ways

https://www.denoise.digital/llama-3-get-started-with-llms/

https://www.pinecone.io/learn/chunking-strategies/

https://www.pinecone.io/blog/canopy-rag-framework/

https://www.pinecone.io/learn/series/rag/embedding-models-rundown/

Picking an Embedding Model
https://www.pinecone.io/learn/series/rag/embedding-models-rundown/
https://huggingface.co/spaces/mteb/leaderboard

https://doordash.engineering/2024/04/23/building-doordashs-product-knowledge-graph-with-large-language-models/amp/

https://medium.com/airbnb-engineering/airbnb-brandometer-powering-brand-perception-measurement-on-social-media-data-with-ai-c83019408051

Retrieval Augmented Generation Assessment (RAGAS)
Metrics-Driven Agent Development
https://www.pinecone.io/learn/series/rag/ragas/

https://engineering.grab.com/data-observability

JSON Lines (JSONL)
https://jsonlines.org/

https://www.timeplus.com/post/real-time-ai-oss-tools

https://www.jetson-ai-lab.com/research.html#meeting-schedule

https://www.linkedin.com/blog/engineering/generative-ai/musings-on-building-a-generative-ai-product

https://zilliz.com/learn/pandas-dataframe-chunking-anf-vectorizing-with-milvus

Videos

Search Slack
https://www.youtube.com/watch?v=3ugppfb2kN8&t=5s&ab_channel=DatainMotion-HowToBeaStreamingEngineer

MBTA Transit Live with LLM
https://www.youtube.com/watch?v=JGGY_uzQTdY&t=3s&pp=ygUOVGltIFNwYW5uIE5pRmk%3D

Events, Streams, Maps with Irish Rail
https://www.youtube.com/watch?v=14CSQRfUWoE&t=684s&pp=ygUOVGltIFNwYW5uIE5pRmk%3D

Building Real-Time Pipelines
XTremeJ
https://www.youtube.com/watch?v=SszeF57IdW4

Adding Generative AI to Real-Time Streaming Pipelines | Tim Spann | Conf42 LLMs 2024
https://www.youtube.com/watch?v=Yeua8NlzQ3Y

MLConf NYC 2022
https://www.youtube.com/watch?v=Vw-jlU8STBk

Summer School Data Science Festival
https://www.youtube.com/watch?v=0G98z_fs_SQ

ScyllaDB Summit 2023
https://www.youtube.com/watch?v=ZwhoosP1UWU

https://www.youtube.com/watch?v=-_52DIIOsCE&ab_channel=JamesBriggs

https://www.youtube.com/watch?v=XFZ-rQ8eeR8

Slides

https://www.slideshare.net/slideshow/april-2024-nlit-cloudera-realtime-llm-streaming-2024/267269851
https://www.slideshare.net/slideshow/realtime-ai-streaming-ai-max-princeton/267269816
https://www.slideshare.net/slideshow/conf42llmadding-generative-ai-to-realtime-streaming-pipelines/267269788

Events

May 1, 2024: Gen AI in the Enterprise Cloud. Virtual.
https://www.linkedin.com/events/7180985346103410688/comments/
https://lu.ma/q7pcfyjn

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

https://twitter.com/DBTADataSummit/status/1778393005646397636

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

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

https://budapestml.hu/2024/en/speakers/

June 20, 2024: AI Camp Meetup. NYC.

Sept 24, 2024: JConf.Dev. Dallas.
https://2024.jconf.dev/session/598816

Nov 5-7, 10-12, 2024: CloudX. Online/Santa Clara. https://www.developerweek.com/cloudx/

Nov 19, 2024: XtremePython. Online.
https://xtremepython.dev/2024/

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/tspannhw/FLANKAI-Boston
• https://github.com/tspannhw/FLaNK-IrelandTransit

Models

• https://huggingface.co/papers/2404.14219
• https://github.com/haizelabs/llama3-jailbreak
• https://huggingface.co/microsoft/Phi-3-mini-128k-instruct
• https://huggingface.co/microsoft/Phi-3-mini-128k-instruct-onnx
• https://github.com/google/maxtext
• https://github.com/apple/corenet
• https://openbmb.vercel.app/minicpm-v-2-en
• https://github.com/OpenBMB/MiniCPM-V
• https://developer.nvidia.com/blog/new-standard-for-speech-recognition-and-translation-from-the-nvidia-nemo-canary-model
• https://huggingface.co/Snowflake/snowflake-arctic-instruct
• https://starling.cs.berkeley.edu/
• https://github.com/QwenLM/Qwen1.5

Tools

• https://learn.deeplearning.ai/courses/getting-started-with-mistral/lesson/1/introduction
• https://github.com/picosh/pico
• https://github.com/kylebarron/parquet-wasm
• https://wasmer.io/posts/py2wasm-a-python-to-wasm-compiler
• https://github.com/ezrosent/frawk
• https://demos.littleworkshop.fr/infinitown
• https://dos.itch.io/fsdoom
• https://healeycodes.github.io/doom-checkboxes/
• https://github.com/sensebox/openSenseMap-API
• https://github.com/discord/discord-example-app
• https://pypi.org/project/gdown/
• https://pypi.org/project/PyPDF2/
• https://johnzon.apache.org/index.html
• https://ionutbalosin.com/2024/03/analyzing-jvm-energy-consumption-for-jdk-21-an-empirical-study/
• https://github.com/rastapasta/mapscii
• https://github.com/langgenius/dify
• https://www.chronon.ai/
• https://aiindex.stanford.edu/report/
• https://github.com/WecoAI/aideml
• https://github.com/thomiceli/opengist
• https://hashquery.dev/
• https://github.com/google/paxml
• https://github.com/NVIDIA/Megatron-LM
• https://carapace.sh/
• https://github.com/karpathy/minGPT
• https://huggingface.co/Snowflake/snowflake-arctic-instruct
• https://huggingface.co/collections/apple/openelm-instruct-models-6619ad295d7ae9f868b759ca
• https://www.udio.com/
• https://github.com/latitude-dev/latitude
• https://github.com/pytorch/torchtune
• https://github.com/aiplanethub/beyondllm
• https://github.com/leftmove/cria
• https://harper.blog/2024/04/12/i-accidentally-built-a-meme-search-engine/
• https://github.com/mlfoundations/open_clip
• https://github.com/ml-explore/mlx-examples/tree/main/clip
• https://github.com/harperreed/mlx_clip
• https://github.com/youtube/api-samples
• https://www.intel.com/content/www/us/en/developer/tools/openvino-toolkit/download.html?VERSION=v_2024_1_0&OP_SYSTEM=MACOS&DISTRIBUTION=ARCHIVE
• https://github.com/AndroidIDEOfficial/AndroidIDE
• https://github.com/datafaker-net/datafaker
• https://pi4j.com/blog/2024/20240425_interview_tom_aarts/
• https://github.com/akalenuk/the_namingless_programming_language
• https://github.com/microsoft/MonitoFi
• https://github.com/earwig/mwparserfromhell
• https://docs.cohere.com/reference/customer-support
• https://github.com/pinecone-io/canopy
• https://github.com/pinecone-io/examples/blob/master/learn/generation/langchain/handbook/05-langchain-retrieval-augmentation.ipynb
• https://github.com/prompt-security/ps-fuzz
• https://github.com/dream-num/univer
• https://github.com/igorgorbenko/songs_recommendation/blob/main/data_preparation.ipynb
• https://www.xda-developers.com/back-up-your-raspberry-pi/
• https://github.com/OWASP/OFFAT
• https://github.com/truefoundry/cognita
• https://llm.extractum.io/static/blog/?id=llm-token-pricing#

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© 2020-2024 Tim Spann