AIM Weekly for 04Nov2024

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

#162 - 04-November-2024

πŸ‡ΊπŸ‡¦ Awesome Cat πŸ‡ΊπŸ‡¦ image

Project to Check out - Agents

πŸ“Ž Bee Starter Agent with Milvus

The Coolness this week

🌐 Composed Image Retrieval
πŸ“Ž Intro to Multimodal LLama 3.2
πŸ› ️ Multi Agent Concierge
πŸ’» RAG with Langchain Granite, Milvus
🫢 Download content
✅ Transformer Replacement?
πŸ€– vLLM for runing models
🌐 Amphion
πŸ“ Autogluon
πŸš™ Notebook LLama like Google's Notebook LLM
🫢 Monocle2ai for tracing GenAI app code LFA&D Project
πŸ€– Bee Agent Framework
✅ LLama RFP Response
▶️ GenAI Script
πŸ‘½ Simular AI Agent S
🦾 DrawDB with AI
✨ Ollama with LLama 3.2 Vision!!!! Preview
πŸš• Powerful RAG Checker
πŸ“Š SQL Generator
πŸ’» Role of LLMs
🐍 Document Extraction
πŸ•Ά️ Open Source Vector DB Reddit
πŸ” The Practical Guide to Self Hosting LLM
🦾 Stagehand Controller
πŸ•Ά️ Understanding HNSWLIB
🐍 Best practices in RAG
πŸ’» Enigma Agent
πŸ“ Langchain, Ollama, Phi3 for Function Calling
πŸ”‹ Compass Judger
πŸ“ Princeton NLP SimPO
πŸ” Princeton NLP ProLong
πŸ”‹ Princeton NLP HELMET
🧐 Ollama Cheatsheet
πŸš• Princeton NLP CopyCat
πŸ“Š Princeton NLP Shp
πŸ•Ά️ Can LLM Solve Hard Github Issues
πŸ“ Enabling Large Language Models to Generate Text with Citations
πŸ”‹ Princeton NLP CharXiv
πŸ“Š Awesome AI Agents List
🦾 Nomic’s Matryoshka text embedding model

New Models

πŸ•Ά️ AMD 1B parameter models
🦾 Deciphering COT
πŸ’» IBM Granite Models include MoE
πŸ•Ά️ Salesforce AI Think
πŸ” mcdse 2b
πŸ“Š IBM Granite3 Dense 8B
πŸ’» IBM Granite Models on Ollama
🧐 Text to Video Open Model

Upcoming

πŸ“Š Nov 5: TAC Talks session will go live on LF AI & Data https://www.linkedin.com/feed/update/urn:li:activity:7257743909513039872/
πŸ”‹ Nov 6: AI Alliance. NYC. https://lu.ma/f9mwgf9t
πŸ“Š Nov 7, 8: PyData. NYC. https://pydata.org/nyc2024
🦾 Nov 14: Webinar. Virtual. https://zilliz.com/event/advanced-rag-optimization-to-make-it-production-ready
πŸ•Ά️ Nov 14: CloudX. Virtual. https://www.developerweek.com/cloudx/
πŸ” Nov 14: Conf42 Prompt Engineering 2024 - https://www.conf42.com/Prompt_Engineering_2024_Tim_Spann_codeless_ai_automation
🧐 Nov 15: Build Stuff: Virtual https://www.buildstuff.events/speakers
πŸ”‹Nov 19 - AI Camp. NYC. https://www.aicamp.ai/event/eventdetails/W2024111914
🐍 Nov 19: XTreme Python: Virtual: XTreme Python
πŸ” Nov 21: Unstructured Data Meetup: NYC: https://lu.ma/u2ijucyv)
πŸ”‹ Nov 21: Big Data Conference EU: Virtual: https://events.pinetool.ai/3254/#speakers/985155?referrer%5Bpathname%5D=%2Fspeakers&referrer%5Bsearch%5D=&referrer%5Btitle%5D=Speakers)
πŸ“ Dec 10: Unstructured Data Meetup: NYC: https://lu.ma/u2ijucyv
πŸ’» Dec 12: AI Camp: NYC

Last Week

πŸ’» All things open talk
πŸŽƒ RAG example
πŸ‘» Ghosts real...unstructured data
🧐 BITS 2024 Report
🐍 All Things Open Report
πŸ’» Multimodal RAG

Apps, Demos, Examples, Models, Notebooks and Projects

🐍 RAG 101
🐦 Milvus Knowledgebase
πŸ‘» AIM Ghosts
πŸš• Unstructured Data - Ghosts - Part 1

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

Speak at our meetup https://forms.gle/96nwiyt9LWGfAXxs5

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

https://discord.com/invite/FjCMmaJng6 https://github.com/milvus-io/milvus?utm_source=partner&utm_medium=referral&utm_campaign=2024_newsletter_tspann-ai-newsletters_external https://www.youtube.com/@MilvusVectorDatabase/videos https://x.com/milvusio https://www.linkedin.com/company/zilliz/ https://discord.com/invite/FjCMmaJng6

AIM Weekly @ All Things Open @ 28 October 2024

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

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

#161 - 28-October-2024

Watermark and Identified AI Generated Content

πŸ€– SynthID
πŸ€– SynthID @ deepmind
πŸ€– SynthID with Google gemma 2b
πŸ€– Google Gemma 2B at HuggingFace

The Coolness this week

πŸ“Ž AutoRAG with Milvus
πŸ› ️ ADO
🫢 Self Hosting LLM
🌐 Noema Declarative AI
πŸ“ New NIM Blueprint for building AI Virtual Assistant
πŸš™ Zilliz Integrations
🫢 Using Milvus for Semantic Search
πŸ€– Contextual Retrieval
πŸ“Ž Meta: Quantized Light Weight Models
πŸš™ [https://arxiv.org/pdf/2407.01219](Search Paper)
✅ Cool Icons
πŸ™Œ IBM Watson AI Milvus Bot
πŸ“Ž The Hacker's Browser
πŸ› ️ Small and Mighty H2O Model
πŸ“ Zilliz Cloud vs Qdrant
πŸ’« Gravatino and Agents
πŸ› ️ OSS Summit Europe 2024 Report
▶️ RAG Strategi
πŸ€– MS AI Data Visualizations
🌐 Graph RAG
πŸ‘½ South Bay Meetup 15 Oct 2024
🦾 Influx and Milvus
πŸ‘½ Multimodal Pipelines
✨ Constrained Sampling from LLM
πŸš• BAML: Cheaper, Fast and More Accurate Function Calling
πŸ“Š Infinite World Generation with outlines txt
πŸ’» Ollama Client Swift
πŸ” Atomic Agents
πŸ•Ά️ PYMUPDF4LLM
πŸš• Milvus for AI Agents
πŸ“Š Fine Tuning LLAMA 3 with ORPO
🦾 Run NVIDIA Models
πŸ’» LLM Training Meta Lingua
✨ 1 Bit LLM - MS BitNet
πŸ’» Intro
πŸ•Ά️ Mastering Chunk
πŸ“Š Storm Stanford Tool
🐍 DAMO NLP SG CaRing
πŸ” LLM Reasoners

New Models

πŸ“Š LLAMA 3S Instruction v0.2
πŸ”‹ Torchtune / Finetuning Models
πŸ’» Facebook Research Co-Tracker Vision
πŸ“ LLama 3S Instruction v0.2
πŸ•Ά️ OmniParse MS
πŸ” Molmo 7B-D-0924 open vision-language models
πŸ“ IBM Granite Models on Ollama
πŸ’» Mochi 1 Video Generation
πŸ•Ά️ Text to Video Open Model
πŸ”‹ QWEN 2.5 Math
πŸ“Š QWEN 2.5 - 1.5B Instruct
🐍 Janus + Tools
πŸ” MIT Han Lab VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation 7B 256
πŸ› ️ Pixtral Multimodal model
πŸŽƒ Steiner 32B interesting model
🐦 Text to Video
πŸ‘½ NVIDIA customized LLama 3.1 Nemotron 70b
πŸ‘» [Stable Diffusion 3.5 Large]https://huggingface.co/stabilityai/stable-diffusion-3.5-large)
πŸ”‹ MedEmbed for medical
πŸ” Extract image PHI-3 Vision 128K

Embedding Models

MedEmbed

Upcoming

πŸŽƒ Oct 31: Virtual: RAGs NiFi Webinar, halloween
πŸ“Š Nov 8: NYC: https://pydata.org/nyc2024
🐍 Nov 19: Virtual: XTreme Python

image

Last Week

πŸŽƒ Meetup Report
πŸ‘» DBTA Webinar with Airbyte and Milvus
🧐 Ghosts?
🐍 Move to the cloud
🐦 Attu Updates

Apps, Demos, Examples, Models, Notebooks and Projects

🐍 RAG 101
🐦 Milvus Knowledgebase
πŸ‘» AIM Ghosts
πŸš• Unstructured Data - Ghosts - Part 1

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

Tips

ATTU Tip on Mac
Download
https://github.com/zilliztech/attu/releases/tag/v2.4.9

then run
sudo xattr -rd com.apple.quarantine /Applications/attu.app

Events

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