Tim Spann @PaaSDev [https://linktr.ee/Milvusio](https://linktr.ee/Milvusio) ### 🇺🇸 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](https://github.com/zilliztech/attu/releases/tag/v2.4.9)
![img_v3_02fs_3f81a26a-0c99-43d5-b71a-90e5fb2a4a5g](https://github.com/user-attachments/assets/ec309938-f93a-429b-91a4-91d823414073) ##### Regular Cool AI Stuff 📝 [New AI Tool for building podcast from writings](https://illuminate.google.com/home?pli=1)
🫶 [Fast HTML](https://github.com/AnswerDotAI/fasthtml)
🚙 [Byaldi](https://github.com/AnswerDotAI/byaldi)
✅ [Data Version Control](https://dvc.org/)
🙌[Keep an eye on Drasi for data change](https://github.com/drasi-project/drasi-platform)
📎 [RAGatouille](https://github.com/AnswerDotAI/RAGatouille)
🛠️ [LLMWare with Milvus](https://github.com/llmware-ai/llmware/blob/main/examples/Embedding/docs2vecs_with_milvus-rag.py)
📝 [Yacana AI](https://github.com/rememberSoftwares/yacana)
💫 [LoLCats AI](https://github.com/HazyResearch/lolcats)
🙌 [Tabled AI](https://github.com/VikParuchuri/tabled)
🧐 [Scaling Vector Databases](https://www.alluxio.io/resources/videos/ai-ml-infra-meetup-scaling-vector-databases-for-e-commerce-visual-search-architectural-strategies-for-millions-of-products/)
🦾 [GoSub Engine](https://github.com/gosub-io/gosub-engine)
✅ [FnCall](https://levelup.gitconnected.com/how-to-implement-function-calling-for-the-tiny-llama-3-2-1b-model-b0c5f63ed084)
📎 [How AI Agents are](https://thenewstack.io/how-ai-agents-are-about-to-change-your-digital-life/)
🚙 [Halloween Video](https://www.youtube.com/shorts/HA4tNd5GOsk)
🤖 [LLama Factory](https://github.com/hiyouga/LLaMA-Factory?)
👽 [LLama Coder](https://github.com/nutlope/llamacoder)
🧐 [Vision Embedding](https://pub.towardsai.net/vision-embedding-comparison-for-image-similarity-search-efficientnet-vs-4eac6bf553c4)
🌐 [Chat with your local codebase](https://github.com/Storia-AI/sage)
🍔 [Private Knowledge RAG](https://pub.towardsai.net/i-want-rag-to-remember-everything-about-my-private-knowledge-locally-heres-how-5c263bbbba9a)
👽 [Beyond Jupyter](https://github.com/aai-institute/beyond-jupyter)
🌐 [Evolution of Multi Agent Systems ](https://zilliz.com/learn/evolution-of-multi-agent-systems-from-early-neural-networks-to-modern-distributed-learning-algorithmic-part-1)
🗣️ [Evolution of Multi Agent Systems 2](https://zilliz.com/learn/evolution-of-multi-agent-systems-from-early-neural-networks-to-modern-distributed-learning-methodological-part-2)
▶️ [Why Small Language Models are so good](https://generativeai.pub/why-small-language-models-are-so-good-fe727e3a3d8c)
🚙 [speeding up on mac silicon](https://ai.gopubby.com/accelerating-hugging-face-pre-trained-models-on-apple-silicon-using-mlx-lm-and-mps-eb7465e4f502)
🍔 [LLM Explorer](https://llm.extractum.io/)
🤖 [Fine Tune your model ](https://medium.com/@mauryaanoop3/a-beginners-guide-to-fine-tuning-an-embedding-model-38bb4b4ae664)
🌐 [All the DNS for Download](https://www.merklemap.com/dns-records-database)
🦾 [WASM in Browser Notebook](https://docs.marimo.io/guides/wasm.html?ref=blog.mozilla.ai)
👽 [Run Marimo](https://marimo.app/)
🦾 [LLM Evaluation](https://docs.confident-ai.com/docs/getting-started)
👽 [Crawl4AI](https://medium.com/@pankaj_pandey/crawl4ai-your-ultimate-asynchronous-web-crawling-companion-%EF%B8%8F-66a21cf57c0a)
✨ [Lotus Vision](https://github.com/EnVision-Research/Lotus)
🚕 [Milvus Unleashed a First Dive into Vector Databases](https://cduser.com/milvus-unleashed-a-first-dive-into-vector-databases/)
📊 [Prompt Gateway](https://github.com/katanemo/arch)
📊 [gen structured text](https://github.com/dottxt-ai/outlines)
💻 [Makefile in markdown](https://github.com/tzador/makedown)
🍔 [Gravitino](https://github.com/apache/gravitino)
👽 [ELL LLM Lang](https://docs.ell.so/index.html)
🦾 [RNNs are back](https://levelup.gitconnected.com/rnns-are-coming-back-to-take-over-transformers-yes-for-real-51697943bc67)
🍔 [This is the way to move vectors](https://github.com/zilliztech/vts)
💻 [PrivateGPT](https://medium.com/@zilliz_learn/securing-ai-advanced-privacy-strategies-with-privategpt-and-milvus-bfdf1e305c24)
📊 [Multimodal Medical RAG](https://github.com/richard-peng-xia/MMed-RAG)
📊 [Pulsar App](https://github.com/astramind-ai/Pulsar)
🔋 [Janus Deepseek AI](https://github.com/deepseek-ai/Janus)
👽 [Enhance OCR with YOLO10 and LLAMA 3.1](https://medium.com/@tapanbabbar/enhance-ocr-with-a-custom-yolov10-ollama-llama-3-1-d13747164c96)
🍔 [Improve RAG Context Recall](https://towardsdatascience.com/improve-your-rag-context-recall-by-40-with-an-adapted-embedding-model-5d4a8f583f32)
🦾 [AI Agents Framework](https://github.com/BrainBlend-AI/atomic-agents)
🔌 [JINA COLBert v2 Multimodal Search](https://braintitan.medium.com/jinas-colbert-v2-advanced-multilingual-search-6b838c8b6ffe)
### New Models 🕶️ [QWEN 2.5](https://github.com/QwenLM/Qwen2.5)
🔋 [Zamba 7B v1](https://huggingface.co/Zyphra/Zamba-7B-v1)
💻 [Open LLM Leaderboard](https://huggingface.co/collections/open-llm-leaderboard/llm-leaderboard-best-models-652d6c7965a4619fb5c27a03)
🕶️ [PHI-3 Vision Instruct](https://bhavikjikadara.medium.com/ocr-with-phi-3-vision-revolutionizing-document-processing-81489b35d78f)
📊 [Mistral AI Edge Models](https://huggingface.co/mistralai/Ministral-8B-Instruct-2410)
🔌 [Japanese Gemma 2B](https://huggingface.co/google/gemma-2-2b-jpn-it-flax)
🚕 [RGB-X New Gen](https://medium.com/@zilliz_learn/unlocking-rich-visual-insights-with-rgb-x-models-4fd8bef2f7ea)
📱 [Which model to use where](https://medium.com/@lars.chr.wiik/gemma-2-9b-27b-evaluation-vs-open-closed-source-llms-e6a36c4a4a17)
### Upcoming 👻 Oct 23: NYC: [Unstructured Data Meetup NYC](https://lu.ma/naqu6xrd)
📊 Oct 24: Princeton: [Startup and AI Meetup](https://www.startupgrind.com/events/details/startup-grind-princeton-presents-supercharging-startups-with-unstructured-data-vector-databases-and-ai/)
📊 Oct 25: NYC: [BITS 2024 Conference](https://www.bletchley.org/bits-2024)
📱 Oct 27-29: Raleigh, NC: [All Things Open](https://2024.allthingsopen.org/sessions/advanced-retrieval-augmented-generation-rag-techniques)
🎃 Oct 31: Virtual: RAGs NiFi Webinar, halloween
📊 Nov 8: NYC: [https://pydata.org/nyc2024](https://pydata.org/nyc2024)
🐍 Nov 19: Virtual: [XTreme Python](https://xtremepython.dev/2024/schedule/)
### Last Week 👻 [Streamnative + Zilliz Podcast](https://www.youtube.com/watch?v=oAXXWKSCQQw)
🧐 [Advanced Retrieval Augmented Generation RAG Techniques](https://thenewstack.io/advanced-retrieval-augmented-generation-rag-techniques/)
🐍 [CryptoOracle Startup - LLM with Milvus](https://www.youtube.com/watch?v=9sUAS06OTMQ)
### Apps, Demos, Examples, Models, Notebooks and Projects 🐍 [RAG 101](https://medium.com/@tspann/step-by-step-rag-101-with-milvus-813477a4e88d)
🐦 [Milvus Knowledgebase](https://github.com/tspannhw/AIM-Milvus-KB)
👻 [AIM Ghosts](https://github.com/tspannhw/AIM-Ghosts)
🔥 [Becoming an AI Engineer Series](https://github.com/tspannhw/AIM-BecomingAnAIEngineer)
🐍 [Advanced RAG Overview](https://thenewstack.io/advanced-retrieval-augmented-generation-rag-techniques/)
🎛️ [Class #6 - "Deploying Large Language Models"](https://www.youtube.com/watch?v=9sUAS06OTMQ)
🐦 [x](https://www.slideshare.net/slideshow/17-october-2024-nyc-ai-camp-step-by-step-rag-101/272413815)
🦙 [Dbta roundtable](https://www.dbta.com/Webinars/2076-Data-Engineering-Best-Practices-for-AI.htm)
📊 [Dbta roundtable slides](https://www.slideshare.net/slideshow/dbta-round-table-with-zilliz-and-airbyte-unstructured-data-engineering/272438556)
🚕 [Unstructured Data - Ghosts - Part 1](https://www.youtube.com/watch?v=5nCDzF4EVlA)
### 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](https://github.com/tspannhw/FLiPStackWeekly/assets/18673814/2aae6f12-713b-473a-8d6c-38ec969aa811) 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 ~~~~~~~~~~~~~~~ [https://github.com/milvus-io/milvus?utm_source=partner&utm_medium=referral&utm_campaign=2024_newsletter_tspann-ai-newsletters_external](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://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)

AIM Weekly 21 October 2024

Timothy Spann. 🇺🇦

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