Looking at the new attu for Milvus

Step-by-Step RAG 101 with Milvus, Ollama, LLama 3.2 and Langchain

AIM Weekly 21 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 #160 - 21-October-2024

Milvus News

🫢 Amazing new features in the latest Attu for Milvus
img_v3_02fs_3f81a26a-0c99-43d5-b71a-90e5fb2a4a5g

Regular Cool AI Stuff

πŸ“ New AI Tool for building podcast from writings
🫢 Fast HTML
πŸš™ Byaldi
✅ Data Version Control
πŸ™ŒKeep an eye on Drasi for data change
πŸ“Ž RAGatouille
πŸ› ️ LLMWare with Milvus
πŸ“ Yacana AI
πŸ’« LoLCats AI
πŸ™Œ Tabled AI
🧐 Scaling Vector Databases
🦾 GoSub Engine
✅ FnCall
πŸ“Ž How AI Agents are
πŸš™ Halloween Video
πŸ€– LLama Factory
πŸ‘½ LLama Coder
🧐 Vision Embedding
🌐 Chat with your local codebase
πŸ” Private Knowledge RAG
πŸ‘½ Beyond Jupyter
🌐 Evolution of Multi Agent Systems
πŸ—£️ Evolution of Multi Agent Systems 2
▶️ Why Small Language Models are so good
πŸš™ speeding up on mac silicon
πŸ” LLM Explorer
πŸ€– Fine Tune your model
🌐 All the DNS for Download
🦾 WASM in Browser Notebook
πŸ‘½ Run Marimo
🦾 LLM Evaluation
πŸ‘½ Crawl4AI
✨ Lotus Vision
πŸš• Milvus Unleashed a First Dive into Vector Databases
πŸ“Š Prompt Gateway
πŸ“Š gen structured text
πŸ’» Makefile in markdown
πŸ” Gravitino
πŸ‘½ ELL LLM Lang
🦾 RNNs are back
πŸ” This is the way to move vectors
πŸ’» PrivateGPT
πŸ“Š Multimodal Medical RAG
πŸ“Š Pulsar App
πŸ”‹ Janus Deepseek AI
πŸ‘½ Enhance OCR with YOLO10 and LLAMA 3.1
πŸ” Improve RAG Context Recall
🦾 AI Agents Framework
πŸ”Œ JINA COLBert v2 Multimodal Search

New Models

πŸ•Ά️ QWEN 2.5
πŸ”‹ Zamba 7B v1
πŸ’» Open LLM Leaderboard
πŸ•Ά️ PHI-3 Vision Instruct
πŸ“Š Mistral AI Edge Models
πŸ”Œ Japanese Gemma 2B
πŸš• RGB-X New Gen
πŸ“± Which model to use where

Upcoming

πŸ‘» Oct 23: NYC: Unstructured Data Meetup NYC
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

πŸ‘» Streamnative + Zilliz Podcast
🧐 Advanced Retrieval Augmented Generation RAG Techniques
🐍 CryptoOracle Startup - LLM with Milvus

Apps, Demos, Examples, Models, Notebooks and Projects

🐍 RAG 101
🐦 Milvus Knowledgebase
πŸ‘» AIM Ghosts
πŸ”₯ Becoming an AI Engineer Series
🐍 Advanced RAG Overview
πŸŽ›️ Class #6 - "Deploying Large Language Models"
🐦 x
πŸ¦™ Dbta roundtable
πŸ“Š Dbta roundtable slides
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

This is Issue #160

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 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