AIM Weekly for 29 July 2024

https://zilliz.com/event/unstructured-data-processing-from-cloud-to-edge

29-July-2024

Tim Spann @PaaSDev
Milvus - Towhee - Attu - Feder - GPTCache - VectorDB Bench

AIM Weekly (Towhee - Attu - Milvus (Tim-Tam))

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

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

https://ossinsight.io/analyze/tspannhw

CODE + COMMUNITY

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

https://www.meetup.com/unstructured-data-meetup-new-york/?utm_source=partner&utm_medium=referral&utm_campaign=2024_newsletter_tspann-ai-newsletters_external

This is Issue #148

Join us at the next meetup.

August 13, 2024 5:30 to 8:30 PM in NYC @
New York
https://www.meetup.com/unstructured-data-meetup-new-york/

I am very sorry for the venue issues, we will fix this.

We had some issues with Cloudera's facility and couldn't get in. We had an impromptu short meeting and a recorded my talk you can check out.

https://medium.com/@tspann/report-exciting-meetup-on-july-25-2024-6df5c3a97373

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

Edge News

I may have some really cool edge stuff coming for August, looks like we may have some next gen Edge LLM RAG going on.

Articles

There's a lot of cool stuff with Milvus and new models, techniques, libraries and use cases.

https://medium.com/@zilliz_learn/improving-information-retrieval-and-rag-with-hypothetical-document-embeddings-hyde-db39021d7688

BM25
https://medium.com/@tspann/ranking-for-relevance-with-bm25-b2d9dd62e2f8

https://medium.com/@mat.martial/how-to-make-your-rag-less-distracted-5d79a1381841

https://news.mit.edu/2024/creating-verifying-stable-ai-controlled-systems-rigorous-flexible-way-0717

https://mychen76.medium.com/deep-dive-loading-unstructured-text-into-a-knowledge-graph-using-large-language-models-llms-bfc013f7dc17

https://towardsdatascience.com/running-local-llms-is-more-useful-and-easier-than-you-think-f735631272ad

https://llama.meta.com/

What is RAG?
https://zilliz.com/learn/Retrieval-Augmented-Generation

https://0xinfection.github.io/reversing/

https://aml4td.org/

https://www.globalxetfs.com/internet-of-things-and-devices-poised-for-edge-ai-driven-upgrades/

https://medium.com/enterprise-rag/whyhow-ai-kg-studio-platform-beta-rag-native-graphs-1105e5a84ff2

https://www.youtube.com/watch?v=5XOSHpKGWYU

Videos

NYC Replacement Talk
https://www.youtube.com/watch?v=AuWveijqcog

Live Fun Friday with Unstructed Data Preview
https://www.youtube.com/watch?v=_jQB62uPsvc

Running the NVIDIA Milvus Lite Demo
https://www.youtube.com/watch?v=7kdYbaw2LSQ

Hands on Demo
https://www.youtube.com/watch?v=6zgdTCyx3Zg

South Bay Meetup
https://www.youtube.com/watch?v=MDHyrhrulWo

NYC Preview
https://www.youtube.com/watch?v=5XOSHpKGWYU

Hands On
https://www.youtube.com/watch?v=6zgdTCyx3Zg

Slides

https://www.slideshare.net/slideshow/nycmeetup07-25-2024-unstructured-data-processing-from-cloud-to-edge/270502823

https://www.slideshare.net/slideshow/06-20-2024-ai-camp-meetup-unstructured-data-and-vector-databases/269789268

https://www.slideshare.net/slideshow/multimodal-embeddings-continued-south-bay-meetup-slides/270479192

Releases

https://github.com/huggingface/transformers/releases/tag/v4.42.0

Events

Oct 27 - 29, Raleigh, NC - All Things Open
https://2024.allthingsopen.org/speakers/timothy-spann

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

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

Webinars

Join me at my first Milvus Webinar!!!!!!

Thursday, August 1
9:00 AM Pacific | 12:00 PM Eastern
45-minute presentation | 15-minute Q&A
https://zilliz.com/event/unstructured-data-processing-from-cloud-to-edge

Code

• https://github.com/tspannhw/AIM-MilvusLite
• https://github.com/tspannhw/AIM-NYCStreetCams
• https://github.com/tspannhw/AIM-MotorVehicleCollisions
• https://github.com/milvus-io/milvus?utm_source=partner&utm_medium=referral&utm_campaign=2024_newsletter_tspann-ai-newsletters_external

Models

• https://huggingface.co/docs/transformers/en/model_doc/owlv2
• https://huggingface.co/docs/transformers/model_doc/clipseg
• https://huggingface.co/microsoft/Florence-2-large
• https://mistral.ai/news/mistral-large-2407/
• https://github.com/fixie-ai/ultravox

Tools

• https://ai.meta.com/research/publications/the-llama-3-herd-of-models/
• https://satyrn.app/
• https://github.com/Netflix/maestro
• https://github.com/garyexplains/examples/blob/master/how-to-run-llama-cpp-on-raspberry-pi.md
• https://github.com/iterative/datachain
• https://mistral.ai/news/mistral-nemo/
• https://github.com/mlfoundations/MINT-1T
• https://trufflesecurity.com/blog/anyone-can-access-deleted-and-private-repo-data-github
• https://github.com/ElliotKillick/rss2newsletter
• https://listmonk.app/#download
• https://github.com/DropbaseHQ/dropbase
• https://github.com/camel-ai/camel
• https://dev.to/latitude/the-ultimate-llm-leaderboard-ranking-the-best-language-models-2a67
• https://github.com/KwaiVGI/LivePortrait
• https://beacondb.net/
• https://github.com/ollama/ollama-python
• https://github.com/bentoml/OpenLLM
• https://github.com/LyzrCore/lyzr-automata
• https://github.com/google-deepmind/treescope
• https://haystackeditor.com/
• https://github.com/milvus-io/milvus-sdk-csharp/blob/main/docs/readme.md
• https://github.com/openvinotoolkit/openvino_notebooks/tree/recipes/recipes
• https://github.com/google-research/neuralgcm
• https://github.com/features/issues
• https://github.com/igrek51/wat
• https://github.com/mriale/PyDPainter
• https://github.com/llmware-ai/llmware
• https://brev.dev/
• https://github.com/vye16/shape-of-motion
• https://github.com/brevdev/notebooks/blob/main/llama31_law.ipynb
• https://jellyfin.org/
• https://github.com/sgl-project/sglang
• https://github.com/vye16/shape-of-motion

© 2020-2024 Tim Spann https://www.youtube.com/@FLaNK-Stack

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