DEV Community

Timothy Spann.   πŸ‡ΊπŸ‡¦
Timothy Spann. πŸ‡ΊπŸ‡¦

Posted on

1

AIM Weekly 15 July 2024

15-July-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 #146

Join me:

July 25, 2024 5:30 to 8:30 PM in NYC @ Cloudera 101 5th Ave Β· New York, NY Cloudera office - 8th Floor https://www.meetup.com/unstructured-data-meetup-new-york/events/301720478/?utm_source=partner&utm_medium=referral&utm_campaign=2024_newsletter_tspann-ai-newsletters_external

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.

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

Edge AI with Milvus Lite https://medium.com/@tspann/edgeai-edge-vector-database-6a9b5238bffb

Quantization!?!?!? https://medium.com/@tspann/how-good-is-quantization-in-milvus-6d224b5160b0

MULTI-SPECTRAL REMOTE SENSING IMAGE RETRIEVAL USING GEOSPATIAL FOUNDATION MODELS https://arxiv.org/html/2403.02059v1

Generative AI Develop LLM Powered Apps with LangChain, Python and Milvus https://rajatnigam89.medium.com/generative-ai-develop-llm-powered-applications-with-langchain-python-and-milvus-vectordb-5b796c0c05e3

Milvus with ML https://www.msn.com/en-gb/money/technology/vijay-bhaskar-kamireddy-revolutionizing-machine-learning-with-innovation-and-expertise/ar-BB1p6ENP

The 2024 Playbook Top Use Cases for Vector Search https://medium.com/@zilliz_learn/the-2024-playbook-top-use-cases-for-vector-search-2d61b4e6db81

PDF Parsing with LMM https://ai.gopubby.com/demystifying-pdf-parsing-04-ocr-free-large-multimodal-model-based-method-0fdab50db048

Diff PDF https://github.com/vslavik/diff-pdf

Why has Autonomous Driving Failed? https://artificio.org/blog/why-has-autonomous-driving-failed-perspectives-from-peru-and-insights-from-neuroai

Voxel 51 https://voxel51.com/try-fiftyone/

PyMilvus Integrations with Embedding Models https://milvus.io/blog/introducing-pymilvus-integrations-with-embedding-models.md

Changes of Embeddings During Fine Tuning https://itnext.io/changes-of-embeddings-during-fine-tuning-c22aa1615921

Videos
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

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

https://www.slideshare.net/slideshow/06-18-2024-princeton-meetup-introduction-to-milvus/269765983

https://www.slideshare.net/slideshow/06-12-2024-budapestdataforum-buildingreal-timepipelineswithflank-aim/269645846

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

image

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
Hands-On Demo: Building and Scaling Vector Search Apps with Zilliz Cloud July 25, 2023 | 9:00 AM PT/12:00PM ET | Frank Liu, Zilliz Learn how to build and scale vector search applications with live examples. Walk through the following:

Live Zilliz Cloud setup and configuration
Building a simple chatbot step-by-step
Advanced search techniques with examples https://zilliz.com/event/hands-on-zilliz-cloud-demo?utm_campaign=tim
Join me at my first Milvus Webinar!!!!!! image

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/mistralai/Mistral-7B-Instruct-v0.2
https://huggingface.co/dbmdz/electra-large-discriminator-finetuned-conll03-english
https://huggingface.co/google/vit-base-patch16-224
Tools
https://github.com/quackduck/devzat
https://github.com/veteranbv/NeverForgetNotes
Β© 2020-2024 Tim Spann https://www.youtube.com/@FLaNK-Stack

πŸ–₯️ Videos: https://www.youtube.com/@MilvusVectorDatabase/videos
X Twitter - / milvusio https://x.com/milvusio
πŸ”— Linkedin: / zilliz https://www.linkedin.com/company/zilliz/
😺 GitHub: https://github.com/milvus-io/milvus
🦾 Invitation to join discord: / discord https://discord.com/invite/FjCMmaJng6

Heroku

This site is built on Heroku

Join the ranks of developers at Salesforce, Airbase, DEV, and more who deploy their mission critical applications on Heroku. Sign up today and launch your first app!

Get Started

Top comments (0)

Billboard image

Create up to 10 Postgres Databases on Neon's free plan.

If you're starting a new project, Neon has got your databases covered. No credit cards. No trials. No getting in your way.

Try Neon for Free β†’

πŸ‘‹ Kindness is contagious

Please leave a ❀️ or a friendly comment on this post if you found it helpful!

Okay