AIM Weekly for 16 Sept 2024

 

16-September-2024

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

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

TL;DR --- But you should #155 - 16-September-2024

📎 NVIDIA RAPIDS CUVS for GPU on Milvus
🤖 Streaming Vectors Webinar
📊 Real AI Open Source
📱 Vector Partitioning By Key
🖥️ Anything LLM
📢 RDBMS vs Vector DB
🖥️ [Multi-modal Chat Bots](https://bhavikjikadara.medium.com/multi-modal-chatbots-using-langchain-framework-c4175a0f0b27
🐦‍🔥Repo Gather for LLM
🐦‍🔥MiniCPM-V Small https://colab.research.google.com/github/datacommonsorg/llm-tools/blob/master/notebooks/datagemma_rig.ipynb

Upcoming

🗽 Sept 18: NYC: Unstructured Data Meetup NYC
🍕 Sept 19: NYC: AI Camp NYC
🧠 Sept 19: Virtual RAG Pipelines with Real-Time
Sept 20: Virtual Podcast with Guest Chris PH.D
📡 Sept 26: Virtual StreamNative Webinar
🚕 Oct 23: NYC: Unstructured Data Meetup NYC
📡 Oct 27-29: Raleigh, NC: All Things Open

Last Week

🖥️ Voxel 51 Meetup Video
🌃 Voxel 51 Slides
🌆 MultiVector Advanced Search

Apps, Demos, Examples, Models, Notebooks and Projects

🚀 Partitioning Data for Performance by @ Tim Spann 🚀 Air Quality Applications & Notebook by @ Tim Spann
🤖 Milvus Partitioning by @ Tim Spann
💰 [https://www.youtube.com/watch?v=ePFZ88VBjxc&t=5s](Fun Friday Notes) by @ Tim
👽 Sept 12 Voxel 51 meetup

Connect with Us

• 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

https://forms.gle/96nwiyt9LWGfAXxs5

This is Issue #155

Join us at the next meetup in September.

Webinar Coming

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

New Zilliz Cloud

https://docs.zilliz.com/docs/release-notes-2100

VectorDB Basics:

What are Vector Databases, and How Do They Work?

Everything you want to know about RAG

What is RAG?

OpenAI RAG vs. Your Customized RAG: Which One Is Better?

Will RAG Be Killed by Long-Context LLMs?

Optimizing RAG Applications: A Guide to Methodologies, Metrics, and Evaluation Tools for Enhanced Reliability

How to Evaluate RAG Applications

Vector Databases Are the Base of RAG Retrieval

Events

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

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

September 19, 2024: AI Camp NYC https://www.aicamp.ai/event/eventdetails/W2024091915

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 https://hs.streamnative.io/streamnative-product-roadmap-webinar-for-q4-2024

October 14, 2024: Grace Hopper https://ghc.anitab.org/open-source/

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

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 15, 2024: Build Stuff. Online. Adding Generative AI to Real-Time Streaming Pipelines https://www.developerweek.com/cloudx/speakers/

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

November 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

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

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

Code

• https://github.com/tspannhw/AIM-NYCStreetCams/tree/main/MultipleVectorsAdvanced%20SearchDataModelDesign
• https://github.com/tspannhw/AIM-RPIAIKit-PoseEstimation
• https://github.com/tspannhw/AIM-RPIAIKit
• https://github.com/tspannhw/AIM-Milvus-KB
• https://github.com/tspannhw/AIM-Milvus-DotNet
• https://github.com/tspannhw/AIM-JetsonAGXOrin
• https://github.com/milvus-io/milvus?utm_source=partner&utm_medium=referral&utm_campaign=2024_newsletter_tspann-ai-newsletters_external

Models

• https://huggingface.co/cartesia-ai/Rene-v0.1-1.3b-pytorch
• https://huggingface.co/ai21labs/AI21-Jamba-1.5-Large
• https://huggingface.co/black-forest-labs/FLUX.1-dev
• https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct

Tools

• https://github.com/AppFlowy-IO/AppFlowy
• https://github.com/punnerud/rgcosm
• https://docs.all-hands.dev/modules/usage/how-to/cli-mode
• https://huggingface.co/lerobot
• https://haystack.deepset.ai/
• https://github.com/mikekelly/AgentK
• https://haystack.deepset.ai/integrations/milvus-document-store
• https://beingpax.medium.com/why-fabric-ai-can-change-the-way-you-use-ai-973e725354da
• https://rustdesk.com/
• https://github.com/danielmiessler/fabric?tab=readme-ov-file#Installation
• https://github.com/TabbyML/tabby
• https://github.com/TeamNewPipe/NewPipeExtractor
• https://github.com/PaddlePaddle/PaddleOCR
• https://crawlee.dev/
• https://github.com/Cinnamon/kotaemon

© 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