AIM Weekly 02 September 2024

 Milvus, AI, GenAI, Vector Database, RAG, Open Source, Deep Learning, Machine Learning


2-September-2024

Tim Spann @PaaSDev Milvus - Attu - Feder - GPTCache - VectorDB Bench https://linktr.ee/Milvusio

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

https://www.technologyreview.com/2024/08/22/1097224/we-finally-have-a-definition-for-open-source-ai?

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TL;DR --- But you should #153 - 02-September-2024

📎 Relik for NLP
🤖 Fun with ChatGPT
📊 Building with NVIDIA and Milvus
📱 AI Open Crispr
🖥️ AI Code Expert for Milvus
📢 RDBMS vs Vector DB
🖥️ NVIDIA Breakthrough!
🐦‍🔥NIM Agent Buildprints

Upcoming

📡 Sep 3: Princeton: Building The Future AI & Startups
📼 Sept 5: Virtual: Structured Document Extraction At Scale (Webinar)
🌧️ Sept 12: Virtual: Voxel51
🗽 Sept 18: NYC: Unstructured Data Meetup NYC
🍕 Sept 19: NYC: AI Camp NYC
🧠 Sept 19: Virtual RAG Pipelines with Real-Time
🚕 Oct 23: NYC: Unstructured Data Meetup NYC
📡 Oct 27-29: Raleigh, NC: All Things Open
🔥 Milvus 2.4.10 (RBAC for CDC, Database Access Restrictions, Upsert with Auto ID, Field Partial Load Collection [Beta Preview])

Last Week

🖥️ Podcast with KruxAI
🌃 Meetup Monday Report
🌆 MultiVector Advanced Search

Apps, Demos, Examples, Models, Notebooks and Projects

🚀 Air Quality Applications & Notebook by @ Tim Spann
🤖 Omi Open Source AI Hardware Wearable - starting to get cheaper, looking at this one
💰 Using MultiVectors by @ Tim Spann
👽 Community Demo

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Connect with Us

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 #153

Join us at the next meetup in September.

Featured Tool

Check out the RAGBuilder Github repo: https://github.com/KruxAI/ragbuilder

Webinar Coming

Sept 5 https://zilliz.com/event/challenges-in-structured-doc-data-extraction-at-scale-with-llms

Sept 12 https://voxel51.com/computer-vision-events/ai-machine-learning-computer-vision-meetup-sept-12-2024/

Sept 19 https://zilliz.com/event/rag-pipelines-with-real-time-data

Tutorials

Learning RAG

https://zilliz.com/learn/RAG-handbook

https://zilliz.com/blog/multimodal-RAG-with-CLIP-Llama3-and-milvus

https://zilliz.com/learn/multimodal-RAG

https://zilliz.com/learn/exploring-openai-clip-the-future-of-multimodal-ai-learning

https://zilliz.com/blog/build-better-multimodal-rag-pipelines-with-fiftyone-llamaindex-and-milvus

https://zilliz.com/learn/explore-colbert-token-level-embedding-and-ranking-model-for-similarity-search

https://zilliz.com/learn/A-Beginner-Guide-to-Natural-Language-Processing

https://zilliz.com/learn/nlp-technologies-in-deep-learning

https://zilliz.com/learn/popular-datasets-for-natural-language-processing

https://zilliz.com/learn/top-10-natural-language-processing-tools-and-platforms

https://zilliz.com/learn/introduction-to-natural-language-processing-tokens-ngrams-bag-of-words-models

https://zilliz.com/learn/top-5-nlp-applications

https://zilliz.com/learn/7-nlp-models

https://zilliz.com/learn/NLP-essentials-understanding-transformers-in-AI

https://zilliz.com/learn/Neural-Networks-and-Embeddings-for-Language-Models

https://zilliz.com/learn/large-language-models-and-search

https://zilliz.com/glossary/large-language-models-(llms)

https://zilliz.com/learn/top-llms-2024

https://zilliz.com/glossary/prompt-as-code-(prompt-engineering)

https://zilliz.com/blog/enhancing-chatgpt-intelligence-efficiency-langchain-milvus

https://zilliz.com/learn/guide-to-using-openai-tect-embedding-models

https://zilliz.com/learn/NLP-and-Vector%20Databases-Creating-a-Synergy-for-Advanced-Processing

Articles

Multiple Vectors and Advanced Search Data Model Design https://dzone.com/articles/multiple-vectors-and-advanced-search-data-model-design

Multi-Vector Search https://medium.com/@tspann/utilizing-multiple-vectors-and-advanced-search-data-model-design-for-city-data-705d68d8daf2

What's in the Air Tonight, Mr. Milvus. (Air Quality + Vector Database + RAG) https://medium.com/@tspann/whats-in-the-air-tonight-mr-milvus-fbd42f06e482

Build a Rag App with NVIDIA NIM and Milvus https://thenewstack.io/build-a-rag-app-with-nvidia-nim-apis-and-a-vector-database/?

Build Rag with Milvus https://milvus.io/docs/build-rag-with-milvus.md

Monterey AI https://www.monterey.ai/newsroom/how-monterey-ai-unlocks-the-power-of-vector-search

Chatbots with Langchain https://blog.jetbrains.com/pycharm/2024/08/how-to-build-chatbots-with-langchain/

Videos

.NET Conf with AI and Milvus https://www.youtube.com/live/3x9ynkurJoI

AI Camp Videos - Pose Estimation https://www.youtube.com/watch?v=R6UXk_iDY-w https://youtu.be/dydqDmo4LoM https://youtu.be/uwM5Dlnk6Jk

Slides

https://www.slideshare.net/slideshow/08-15-2024-ai-camp-meetup-human-pose-estimation-in-real-time-utilizing-edge-ai-accelerated-hardware/271017430

https://www.slideshare.net/slideshow/08-13-2024-nyc-meetup-unstructured-data-processing-from-cloud-to-edge-milvus/270956288

Events

September 3, 2024: StartupGrind Princeton: Building the Future AI & Startups in Action https://www.startupgrind.com/events/details/startup-grind-princeton-presents-building-the-future-ai-amp-startups-in-action/cohost-princeton

September 12, 2024: Voxel 51 webinar https://www.linkedin.com/feed/update/urn:li:activity:7232506837336473601/

September 18, 2024: Unstructured Data Meetup NYC https://lu.ma/9o3la3gf

https://allevents.in/manhattan/unstructured-data-meetup-new-york/80001083991651?ref=smdl

September 26, 2024: Conf42 Kube Native https://www.conf42.com/Kube_Native_2024_Tim_Spann_cloud_native_open_source_vector_databases

September 26, 2024: Streamnative Partner Webinar

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

October 27 - 29, Raleigh, NC - All Things Open https://2024.allthingsopen.org/speakers/timothy-spann https://2024.allthingsopen.org/sessions/advanced-retrieval-augmented-generation-rag-techniques

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October 31 - Live stream from my Halloween decorations with three 12 foot skeletons

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

November 13-15, 2024: Build Stuff. Online. Adding Generative AI to Real-Time Streaming Pipelines

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

November 21, 2024: Big Data Conference 2024 EU image

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

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

December 4, 2024: Grace Hopper Celebration - Open Source - Milvus https://ghc.anitab.org/open-source/

December 10, 2024: Unstructured Data Meetup NYC https://lu.ma/u2ijucyv

Code

Models

Tools

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


🖥️ Videos: https://www.youtube.com/@MilvusVectorDatabase/videos

X Twitter -   / milvusio  https://x.com/milvusio

🔗 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

https://discord.gg/9jdMRPJb?event=1273364262710022209
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