Tim Spann @PaaSDev Milvus - Attu - Feder - GPTCache - VectorDB Bench https://linktr.ee/Milvusio
https://www.technologyreview.com/2024/08/22/1097224/we-finally-have-a-definition-for-open-source-ai?
📎 Mistral Nemo
🤖 Evaluating LLM Conversations
📊 Building with NVIDIA and Milvus
📱 Rag Evaluation using Ragas
🖥️ AnythingLLM
📢 RDBMS vs Vector DB
🖥️ LLMWare
🐦🔥NIM Agent Buildprints
🌧️ Sept 12: Virtual: Voxel51
🗽 Sept 18: NYC: Unstructured Data Meetup NYC
🍕 Sept 19: NYC: AI Camp NYC
🧠 Sept 19: Virtual RAG Pipelines with Real-Time
🚕 Oct 23: NYC: Unstructured Data Meetup NYC
📡 Oct 27-29: Raleigh, NC: All Things Open
🔥 Milvus 2.4.10 (RBAC for CDC, Database Access Restrictions, Upsert with Auto ID, Field Partial Load Collection [Beta Preview])
🖥️ Princeton AI
🌃 Princeton AI Report
🌆 MultiVector Advanced Search
🚀 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=IiuxKARtDeQ](Fun Friday Discussion) by @ Chris & Tim
👽 [https://www.youtube.com/watch?v=4ta842VAyIM](Challenges in Structured Document Data Extraction at Scale with LLMs)
- 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
Please join my meetup group NJ/NYC/Philly/Virtual.
https://forms.gle/96nwiyt9LWGfAXxs5
This is Issue #154
Join us at the next meetup in September.
Check out the RAGBuilder Github repo: https://github.com/KruxAI/ragbuilder
Sept 12 https://voxel51.com/computer-vision-events/ai-machine-learning-computer-vision-meetup-sept-12-2024/
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?
Vector Databases vs. Relational Database
Vector Database vs Graph Database
Compare Vector Databases, Vector Search Libraries, and Plugins
Introduction to Vector Similarity Search
How to evaluate a vector database?
Benchmark Vector Database Performance: Techniques & Insights
Vector Database Benchmark tools:
VectorDBBench: Open-Source Vector Database Benchmark Tool
Everything you want to know about RAG
OpenAI RAG vs. Your Customized RAG: Which One Is Better?
Will RAG Be Killed by Long-Context LLMs?
How to Evaluate RAG Applications
Vector Databases Are the Base of RAG Retrieval
RAG Enhancement techniques and tools:
Enhancing RAG with Knowledge Graphs
Optimizing RAG with Rerankers: The Role and Trade-offs
What is GraphRAG? Enhancing RAG with Knowledge Graphs
Building On-Prem RAG for Data Security
Crafting Highly Efficient RAG with DSPy
Build a RAG agent with an extended LLM context window using MemGPT
RAG tutorials
Local RAG Setup with Llama 3, Ollama, Milvus & LangChain
Build a Multimodal RAG with Gemini, BGE-M3, Milvus and LangChain
Building Intelligent RAG Applications with LangServe, LangGraph, and Milvus
Local Agentic RAG with LangGraph and Llama 3
A Guide to Chunking Strategies for Retrieval Augmented Generation (RAG)
Building RAG with Milvus, vLLM, and Meta’s Llama 3.1
Embedding, ML, and AI
Top Performing AI Models for Your GenAI Apps | Zilliz
How to Choose the Right Embedding Model for Your Data
Evaluating Your Embedding Model
Training Your Own Text Embedding Model - Zilliz blog
Generative AI Resource Hub | Zilliz
Partitioning Collections by Name https://medium.com/@tspann/partitioning-collections-by-name-395eb48a2238
Report: Building the Future of Startups - Enhanced with Vector Databases and AI https://medium.com/@tspann/report-building-the-future-of-startups-enhanced-with-vector-databases-and-ai-aa3bf6d06bdc
Multiple Vectors and Advanced Search Data Model Design https://dzone.com/articles/multiple-vectors-and-advanced-search-data-model-design
Multi-Vector Search https://medium.com/@tspann/utilizing-multiple-vectors-and-advanced-search-data-model-design-for-city-data-705d68d8daf2
What's in the Air Tonight, Mr. Milvus. (Air Quality + Vector Database + RAG) https://medium.com/@tspann/whats-in-the-air-tonight-mr-milvus-fbd42f06e482
Build a Rag App with NVIDIA NIM and Milvus https://thenewstack.io/build-a-rag-app-with-nvidia-nim-apis-and-a-vector-database/?
.NET Conf with AI and Milvus https://www.youtube.com/live/3x9ynkurJoI
AI Camp Videos - Pose Estimation https://www.youtube.com/watch?v=R6UXk_iDY-w https://youtu.be/dydqDmo4LoM https://youtu.be/uwM5Dlnk6Jk
September 3, 2024: StartupGrind Princeton: Building the Future AI & Startups in Action https://www.startupgrind.com/events/details/startup-grind-princeton-presents-building-the-future-ai-amp-startups-in-action/cohost-princeton
September 12, 2024: Voxel 51 webinar https://www.linkedin.com/feed/update/urn:li:activity:7232506837336473601/
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
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
November 21, 2024: Unstructured Data Meetup NYC https://lu.ma/cqxuproe
December 4, 2024: Grace Hopper Celebration - Open Source - Milvus https://ghc.anitab.org/open-source/
December 10, 2024: Unstructured Data Meetup NYC https://lu.ma/u2ijucyv
- 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
- 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
- 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