AIM Weekly for 14 Oct 2024

 

14-October-2024

Tim Spann @PaaSDev https://linktr.ee/Milvusio

πŸ‡ΊπŸ‡Έ AIM Weekly (AI Native + LLM + Milvus)

TL;DR --- AIM Weekly (AI + Attu + Milvus) But you should #159 - 14-October-2024

🫢 NVIDIA Lessons Learned
πŸš™ Swarm Agents by OpenAI
πŸ’« Milvus 2.4.13
πŸ“Ž Local AI
πŸ› ️ Hot AI Tool
πŸ™… Powershell Windows for Milvus
πŸ› ️ BAML
πŸ—£️ LLM Markdown Rocket Notes
πŸ› ️ Why How Knowledge Table for structured
🧐 NEW TECHNIQUE Contextual Document Embeddings
πŸ“ Dedupe Estimator
πŸ’« Milvus Integrate with Ragas
πŸ™Œ DiffMOT
🧐 Archon Search Framework for LLM
🦾 Supervision
πŸ“Ž Fine Tune Dino
πŸš™ Sapiens Human Vision Models
πŸ€– Multimodal RAG with ColPali
πŸ‘½ DBTA Webinar
🧐 SF Unstructured Data Meetup LIVE! Oct 8 SF #TechWeek Data & AI Edition
πŸ” Autoarena
πŸ‘½ Feder
🌐 Unstructured Document Data Extract at Scale
πŸ—£️ OmAgent with Milvus
▶️ Magic BI
πŸ”₯ All the news that's fit to print
πŸš™ SQUey
πŸ”₯ Speaker Detection
πŸ” Reverb Diarization
πŸ€– PDF Parsing
🌐 Unstructured Data Cleaner
🦾 How to use Milvus Backup
πŸ”₯ OpenXcell
πŸ‘½ Open Source App and Code Builder
🦾 Transforming Multi-Sourced Text into Captivating Multi-Lingual Audio Conversations with GenAI
πŸ‘½ Local CLI GPT
✨ LLAMA OpenAI PDF Real-time Chat
πŸš• Edge
πŸ“Š UI for Transcription and Translation
πŸ’» DocETL

New Models

πŸ”‹ NVLM D
πŸ’» LLama 3.2 - 90B - Vision Instruct
πŸ•Ά️ Molmo 72B
πŸ•Ή️ EMU 3
πŸ”Œ Japanese Gemma 2B
⌨️ Zamba 2 Small Language Model
🦾 Multimodal LLama 3.2 Free Meta Class
πŸ” LLava PHI3 Mini
πŸ“ LLama 3.1 - Nemotron 51B Instruct
▶️ Ground VLP Image Model
πŸ“ Pyramid Flow SD3 Video Gen
πŸ’Ύ Facebook Segment Anything Model 2 - SAM 2
πŸ’Ώ Whisper Large
πŸ“Ί Depth Pro: Sharp Monocular Metric Depth
πŸŒƒ EuroLLM 1.7B Instruct
πŸ“± OCR 2
πŸ“Š Faster HTTP
πŸ“ F5 TTS

Upcoming

✨ Oct 15: Virtual: DBTA Roundtable
πŸŒƒ Oct 17: NYC: AI Camp
πŸš• Oct 23: NYC: Unstructured Data Meetup NYC
πŸ“Š Oct 24: Princeton: Startup and AI Meetup
πŸ“Š Oct 25: NYC: BITS 2024 Conference
πŸ“± Oct 27-29: Raleigh, NC: All Things Open
πŸŽƒ Oct 31: Virtual: RAGs NiFi Webinar, halloween
πŸ“Š Nov 8: NYC: https://pydata.org/nyc2024
🐍 Nov 19: Virtual: XTreme Python

Last Week

πŸŽƒ Ghosts are Unstructured Data
πŸŽ™️ Milvus @ Grace Hopper Celebration Open Source Day
πŸ‘½ Building Resilient AI Infrastructure: Deep Dive Zilliz Cloud's New Production-Ready Features
πŸ“Š Meetup Preview
🐍 KubeNative 2024
πŸ›©️ Streamnative-to-Milvus
πŸ™… Computer Vision Meetup
πŸŽƒ Oct 1 Talk at PES
πŸ”‹ Oct 17 - Datavolo Webinar
πŸ“Ί Datavolo Webinar Slides
🐍 AI 101 for Crypt oOracle Collective
πŸŽ™️ Podcast for 11 Oct 2024
πŸŽ™️ Podcast Report

Apps, Demos, Examples, Models, Notebooks and Projects

🐦 Milvus Knowledgebase
πŸ”— Milvus Docs
πŸ¦™ Langchain4J ADSB
πŸŽ›️ AIM 07 Oct 2024
πŸ‘» AIM Ghosts
πŸ”₯ Becoming an AI Engineer Series

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 #159

Events

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

October 24, 2024: Startup Grind Princeton AI https://www.startupgrind.com/events/details/startup-grind-princeton-presents-supercharging-startups-with-unstructured-data-vector-databases-and-ai/

October 25, 2024: BITS NYC

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

image

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

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

AIM Weekly for 07 Oct 2024

 

07-October-2024

Tim Spann @PaaSDev https://linktr.ee/Milvusio

πŸ‡ΊπŸ‡Έ AIM Weekly (AI + Attu + Milvus)

TL;DR --- AIM Weekly (AI + Attu + Milvus) But you should #158 - 07-October-2024

🫢 Building Resilient AI Infrastructure: Deep Dive Zilliz Cloud's New Production-Ready Features
πŸ™… Contributing to Open Source
πŸ› ️ Upcoming Data Engineering Best Practices for AI
πŸ“ Building Scalable Image Retrieval
πŸ’« NASA and IBM Weather Model
πŸ™Œ Improve Rag with Knowledge Graphs
🦾 Leader
πŸ“Ž Evaluating RAG
πŸš™ Solid Data Curation
πŸ€– Sparse and Dense Embeddings
πŸ” Cohere LLM University
πŸ“’ DataFormer for Synthetic Data
πŸ“’ PDF2Audio
πŸ“Š Screenpipe
πŸ“± Vector DB Bencmarks
πŸ›Ό Extreme Quantization
πŸ“’ AI Powered Question & Answering
🐈‍⬛ Building LLMS Stanford Class
🌐 New Python Web UI
πŸ“Š Visualize RAG
🌐 Free Map Hosting
πŸ“Š Pipefunc
πŸ–₯️ The Pipe to extract
πŸ‘½ New Audio Model
🧐 Easy Milvus Schema Generation
πŸ‘½ Multimodal Models 72B
🌐 Fivetran + Milvus
πŸ—£️ JSON Viewer
πŸ‘½ ONNX Runtime GenAI
πŸš™ LLM Explorer
🦾 Interesting Computer Vision Techniques
πŸ“Š Build a model from embedding
🧩 Superchunk
πŸ‘½ LLM Eval - Salesforce
πŸ” Small AMD Model
πŸ”₯ Comfy UI
πŸ”₯ Molmo is a family of open vision-language models developed by the Allen Institute for AI. Molmo models are trained on PixMo

Upcoming

πŸŽ™️ Oct 11: Fun Friday Unstructured Podcast
✨ Oct 15: Virtual: DBTA
πŸŒƒ Oct 17: NYC: AI Camp
πŸš• Oct 23: NYC: Unstructured Data Meetup NYC
πŸ“Š Oct 24: Princeton AI Meetup
πŸ“Š Oct 25: BITS 2024 Conference
πŸ“± Oct 27-29: Raleigh, NC: All Things Open
πŸŽƒ Oct 31: Virtual: RAGs NiFi Webinar, halloween
πŸ“Š Nov 8: NYC: https://pydata.org/nyc2024

Last Week

πŸŽ™️ Last Week's AIM Weekly
πŸ‘½ 23-October-2024 NYC Unstructured Meetup Preview
πŸ“Š Adding Java to AI for RAG Langchain4J
🐍 Improve RAG Storing Knowledge Graphs
πŸ›©️ Meetup Preview
πŸ™… StreamNative + Milvus Webinar
πŸŽƒ AIM Docs

Apps, Demos, Examples, Models, Notebooks and Projects

🐦 From the Edge
πŸ”— Air Quality by @ Tim Spann
πŸ¦™ AIM ADS-B
πŸŽ›️ AIM Java

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 #158

Events

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

October 24, 2024: Startup Grind Princeton AI https://www.startupgrind.com/events/details/startup-grind-princeton-presents-supercharging-startups-with-unstructured-data-vector-databases-and-ai/

October 25, 2024: BITS NYC

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

image

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

© 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

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