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AIM Weekly 28 Oct 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› οΈ 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

βœ… Cool Icons

πŸ™Œ IBM Watson AI Milvus Bot

πŸ“Ž The Hacker's Browser

πŸ› οΈ Small and Mighty H2O Model

πŸ“ Zilliz Cloud vs Qdrant

πŸ’« Gravatino and Agents

πŸ› οΈ 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•ΆοΈ 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•ΆοΈ 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•ΆοΈ OmniParse MS

πŸ” Molmo 7B-D-0924 open vision-language models

πŸ“ IBM Granite Models on Ollama

πŸ’» Mochi 1 Video Generation

πŸ•ΆοΈ 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› οΈ 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://github.com/user-attachments/assets/e81fb929-0f82-418f-bd14-58288cb03b9a)

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

~~~~~~~~~~~~~~~ CONNECT ~~~~~~~~~~~~~~~

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[https://www.youtube.com/@MilvusVectorDatabase/videos](https://www.youtube.com/@MilvusVectorDatabase/videos)

[https://x.com/milvusio](https://x.com/milvusio)

[https://www.linkedin.com/company/zilliz/](https://www.linkedin.com/company/zilliz/)

[https://github.com/milvus-io/milvus](https://github.com/milvus-io/milvus)

[https://discord.com/invite/FjCMmaJng6](https://discord.com/invite/FjCMmaJng6)

[https://discord.gg/9jdMRPJb?event=1273364262710022209](https://discord.gg/9jdMRPJb?event=1273364262710022209)

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