AIM Weekly for 05 August 2024

05-August-2024

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

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

https://github.com/milvus-io/milvus?utm_source=partner&utm_medium=referral&utm_campaign=2024_newsletter_tspann-ai-newsletters_external

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 #149

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

Big News from NVIDIA!

https://developer.nvidia.com/blog/access-to-nvidia-nim-now-available-free-to-developer-program-members/

Articles

From Edge to the Cloud and Back Again
https://medium.com/@tspann/from-the-edge-to-the-cloud-and-back-again-01095e95a783

Simplifying Legal Research with RAG
https://zilliz.com/blog/simplifying-legal-research-with-rag-milvus-ollama

12 Labs and Milvus for Video Search
https://www.twelvelabs.io/blog/twelve-labs-and-milvus

Function Calling with Ollama
https://medium.com/@zilliz_learn/function-calling-with-ollama-llama-3-1-and-milvus-3fd268405ad7

Building a Multimodal Product Recommender
https://medium.com/@zilliz_learn/building-a-multimodal-product-recommender-demo-using-milvus-and-streamlit-95f473af1812

Milvus Tutorial
https://www.baeldung.com/milvus-tutorial-intro

Class Activation Maps
https://medium.com/@zilliz_learn/class-activation-mapping-unveiling-the-visual-story-bafe5a5b3e54

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

PrivateGPT with Milvus
https://www.zylon.ai/blog/privategpt-v0-6-0-recipes

Lean Dojo
https://leandojo.org/

Open Source AI is the Path Forward
https://about.fb.com/news/2024/07/open-source-ai-is-the-path-forward/

Segment Anything 2
https://github.com/facebookresearch/segment-anything-2

Comparison of GenAI Embedding Libraries
https://www.marktechpost.com/2024/07/28/a-comparison-of-top-embedding-libraries-for-generative-ai/

Zilliz Cloud is Powering Vector Search
https://cerebralvalley.ai/blog/zilliz-cloud-is-powering-vector-search-for-the-enterprise-2CfVfKxaqc0TMo88fmuZVH?u

LLAMA 3.1
https://medium.com/@jh.baek.sd/llama-3-1-easiet-way-to-fine-tune-on-your-data-0ea0f7461cb5

QLORA
https://towardsdatascience.com/qlora-fine-tune-a-large-language-model-on-your-gpu-27bed5a03e2b

Flux
https://fal.ai/models/fal-ai/flux

Open Source Writing
https://medium.com/sourcescribes/7-open-source-writing-tools-729498b9175c

LLAMA Agents AI Agents as a Service
https://medium.com/@lbq999/llama-agents-ai-agents-as-a-service-e474aaa416e5

Intel vs Apple M1
https://medium.com/@GenerationAI/intel-core-ultra-5-vs-apple-m1-on-llm-inference-46917612702f

Mastering Grouping Search with Milvus
https://medium.com/@divya999/mastering-grouping-search-with-milvus-in-watsonx-data-a2dfdc6ad15e

RAGate
https://www.marktechpost.com/2024/08/04/ragate-enhancing-conversational-ai-with-adaptive-knowledge-retrieval/

Videos

Quick Edge Demo
https://www.loom.com/share/f779fbe49e674c9f8e42369546c61ca0

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

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

High Speed Inference with LLAMA CPP and Vicuna
https://pub.towardsai.net/high-speed-inference-with-llama-cpp-and-vicuna-on-cpu-136d28e7887b

Unstructured Data Processing at the Edge Webinar
https://zilliz.com/event/unstructured-data-processing-from-cloud-to-edge

Slides

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

https://newsletter.maartengrootendorst.com/p/a-visual-guide-to-quantization

https://fastht.ml/

https://developers.googleblog.com/en/smaller-safer-more-transparent-advancing-responsible-ai-with-gemma

Events

Aug 13, 2024: Unstructured Data Meetup NYC
https://lu.ma/fddkhbr0

Aug 15, 2024: AI Camp NYC
https://www.aicamp.ai/event/eventdetails/W2024081514

Sept 24, 2024: Unstructured Data Meetup NYC
https://lu.ma/9o3la3gf

Oct 23, 2024: Unstructured Data Meetup NYC
https://lu.ma/naqu6xrd

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/

Nov 21, 2024: Big Data Conference 2024 EU

https://events.pinetool.ai/3254/#sessions/108389?referrer%5Bpathname%5D=%2Fsessions&referrer%5Bsearch%5D=&referrer%5Btitle%5D=Sessions

Nov 21, 2024: Unstructured Data Meetup NYC
https://lu.ma/cqxuproe

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

https://www.slideshare.net/slideshow/unstructured-data-processing-from-cloud-to-edge-webinar/270673415

Code

• https://github.com/tspannhw/AIM-RPIAIKit-PoseEstimation
• https://github.com/tspannhw/AIM-RPIAIKit
• 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://mistral.ai/news/mistral-large-2407/
• https://huggingface.co/TheDrummer/Gemmasutra-Pro-27B-v1
• https://github.com/Stephen-SMJ/LAMBDA
• https://github.com/milvus-io/bootcamp/tree/master/bootcamp/tutorials/quickstart/apps/cir_with_milvus
• https://ollama.com/library/gemma2:2b
• https://github.com/google-gemini/gemma-cookbook
• https://huggingface.co/black-forest-labs/FLUX.1-schnell
• https://huggingface.co/google/gemma-2-2b
• https://github.com/aiola-lab/whisper-medusa

Tools

• https://ai.meta.com/research/publications/the-llama-3-herd-of-models/
• https://github.com/opslane/opslane
• https://github.com/StreamPot/StreamPot
• https://github.com/Owez/yark
• https://github.com/yt-dlp/yt-dlp
• https://github.com/b4rtaz/distributed-llama
• https://help.kagi.com/kagi/ai/llm-benchmark.html
• https://wordslicer.com/
• https://github.com/jodigiordano/gg
• https://www.wdtn.com/news/business/ap-business/ap-white-house-says-no-need-to-restrict-open-source-artificial-intelligence-at-least-for-now/
• https://trayce.dev/
• https://build.nvidia.com/nvidia/usdcode-llama3-70b-instruct
• https://github.com/stephen37/ollama_local_rag
• https://medium.com/google-cloud/gemma-2-ollama-the-developer-quick-start-guide-04dd5be0d73f
• https://github.com/mcastillof/FakeTraveler
• https://github.com/chisasaw/redcache-ai
• https://github.com/pytorch/torchchat
• https://github.com/nfoert/cardie
• https://github.com/Lissy93/web-check
• https://github.com/albfan/miraclecast
• https://github.com/CelVoxes/ceLLama
• https://github.com/davidgiven/wordgrinder
• https://github.com/frdel/agent-zero
• https://beholdr.github.io/maska/v3
• https://github.com/cyclops-ui/cyclops
• https://github.com/TDAmeritrade/stumpy
• https://www.instancio.org/
• https://github.com/lyogavin/airllm
• https://github.com/KruxAI/ragbuilder
• https://github.com/felipemaiapolo/tinyBenchmarks
• https://github.com/LyzrCore/lyzr-automata
• https://praise-me.fly.dev/
• https://github.com/dessant/buster
• https://github.com/jamonholmgren/qub

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