AIM Weekly for 10 June 2024

10-June-2024

Tim Spann @PaaSDev

Milvus - Towhee - Attu - Feder - GPTCache - VectorDB Bench

Important Poll:

https://www.linkedin.com/posts/timothyspann_now-that-i-am-doing-a-lot-of-cool-ai-and-activity-7201995051491635200-olsD?utm_source=share&utm_medium=member_desktop

AIM Weekly

Towhee - Attu - Milvus (Tim-Tam)

FLaNK - FLiPN

https://github.com/milvus-io/milvus

https://pebble.is/PaaSDev

https://vimeo.com/flankstack

https://www.youtube.com/@FLaNK-Stack

https://www.threads.net/@tspannhw

https://medium.com/@tspann/subscribe

https://ossinsight.io/analyze/tspannhw

CODE + COMMUNITY

Please join my meetup group NJ/NYC/Philly/Virtual.

https://www.meetup.com/unstructured-data-meetup-new-york/

This is Issue #141

New Releases

Milvus Lite 2.4.3 - Local Python

Upcoming

There's time to join today's meetup in San Francisco June 10 https://lu.ma/0yw4coyr

These last couple were amazing.

YouTube videos of all 3 most recent events. June 3rd hosted by Chris https://www.youtube.com/watch?v=UobR3czXqSo&list=PLPg7_faNDlT7SC3HxWShxKT-t-u7uKr--

May 22nd hosted by Chris https://www.youtube.com/watch?v=6pjObdJdyFs&list=PLPg7_faNDlT7SC3HxWShxKT-t-u7uKr--&index=2

May 21st hosted by Christy https://www.youtube.com/watch?v=VEK3_e-DbWI&list=PLPg7_faNDlT7SC3HxWShxKT-t-u7uKr--&index=3

Summary of the Last Awesome Meetup https://www.linkedin.com/feed/update/urn:li:activity:7202803256891248640/

Articles

There's a lot of cool stuff with Milvus and new models, techniques, libraries and use cases.

https://medium.com/@tspann/unstructured-street-data-in-new-york-8d3cde0a1e5b

https://medium.com/@tspann/tech-week-soft-meetup-debut-june-2024-fc4cdf79342d

https://medium.com/@tspann/shining-some-light-on-the-new-milvus-lite-5a0565eb5dd9

https://zilliz.com/blog/why-i-joined-zilliz-tim-spann

https://www.tiktok.com/@tim_the_nifi_guy/video/7374753137074212142

https://milvus.io/docs/multi_tenancy.md#Partition-oriented-multi-tenancy

https://zilliz.com/blog/improve-behavior-science-experiments-with-llm-and-milvus

https://platform.openai.com/docs/guides/embeddings/what-are-embeddings

https://llava-vl.github.io/

https://huggingface.co/google/efficientnet-b4

https://towardsdatascience.com/understanding-masked-language-models-mlm-and-causal-language-models-clm-in-nlp-194c15f56a5

https://jina.ai/news/implementing-a-chat-history-rag-with-jina-ai-and-milvus-lite/

https://zilliz.com/blog/elevating-user-experience-with-image-based-fashion-recommendations

https://medium.com/aiguys/yolov10-object-detection-king-is-back-739eaaab134d

https://medium.com/follower-booster-hub/sqlcoder-70b-becomes-the-leading-ai-sql-model-b2911920f594

https://medium.com/@learn-simplified/why-entire-ai-field-is-headed-towards-ai-agents-a268ac9661ed

https://medium.com/@zilliz_learn/advanced-retrieval-augmented-generation-rag-apps-with-llamaindex-ffc966390332

https://pub.towardsai.net/llama-3-llama-cpp-is-the-local-ai-heaven-4f8fe7f119be

https://medium.com/@basics.machinelearning/discover-docllm-the-new-llm-from-jpmorgan-for-working-with-complex-documents-5f54ea287d52

https://medium.com/@igorvgorbenko/harmony-in-data-the-music-recommendation-system-with-milvus-c9711609ed36

https://www.pythonmorsels.com/cli-tools/

https://medium.com/vector-database/introducing-pymilvus-integration-with-embedding-models-a82f10d516ea

https://zilliz.com/blog/praticial-tips-and-tricks-for-developers-building-rag-applications

https://genai-handbook.github.io/?utm_source=substack&utm_medium=email

https://zilliz.com/learn/everything-you-should-know-about-vector-embeddings

https://medium.com/@zilliz_learn/milvus-reference-architectures-e30a27c9f3c2

https://medium.com/@batuhansenerr/yolov10-custom-object-detection-bd7298ddbfd3

https://medium.com/enterprise-rag/kickstart-your-genai-applications-with-milvus-lite-and-whyhow-ais-open-source-rule-based-retrieval-70873c7576f1

https://www.phoronix.com/news/AMD-Peano-LLVM-Ryzen-AI

https://stackoverflow.blog/2024/06/06/breaking-up-is-hard-to-do-chunking-in-rag-applications/

https://zilliz.com/event/knowledge-graphs-in-rag-with-whyhow-ai/success?utm_campaign=2024-06-06_webinar_whyhow-ai_zilliz&utm_medium=email&_hsenc=p2ANqtz-96dlzr_6fS86ImdAwqhcJ2xxKs_qMoRGbBajbhRxZImTPovcR_9BulWcj7EJ-sJMGJ68UUkR9Sbe1VZs8TZ7z5u-hbuQ&_hsmi=310626886&utm_source=singleoffer

https://medium.com/aiguys/prompt-engineering-is-dead-dspy-is-new-paradigm-for-prompting-c80ba3fc4896

https://medium.com/sourcescribes/trending-open-source-ai-research-projects-171fef330219

https://medium.com/@zilliz_learn/are-cpus-enough-a-review-of-vector-search-running-on-novel-hardware-2c5eb16d25dd

Videos

Street Cams + Milvus https://medium.com/@tspann/unstructured-street-data-in-new-york-8d3cde0a1e5b

Conf42: ML: Emerging GenAI https://youtu.be/ktVVdJB306U?feature=shared

Generative AI with Milvus https://www.youtube.com/watch?v=IfWIzKsoHnA

SF Unstructured Meetup - 03 June 2024 https://www.youtube.com/watch?v=UobR3czXqSo&ab_channel=Zilliz

Slides

https://www.slideshare.net/slideshow/generative-ai-on-enterprise-cloud-with-nifi-and-milvus/267678399

https://www.slideshare.net/slideshow/06-04-2024-nyc-tech-week-discussion-on-vector-databases-unstructured-data-and-ai/269523214

Events

June 12, 2024: Budapest Data + ML Forum. Virtual.

https://budapestml.hu/2024/en/speakers/

June 13-14, 2024: Data Science Summit ML Edition 2024 | 13.06.2024 - 14.06.2024 https://ml.dssconf.pl/#agenda

June 18, 2024: Princeton Meetup https://www.meetup.com/applied-generative-artificial-intelligence-applications/events/301336510/ https://www.startupgrind.com/events/details/startup-grind-princeton-presents-genai-gathering/

June 20, 2024: AI Camp Meetup. NYC. https://www.meetup.com/unstructured-data-meetup-new-york/events/301383476/

Sept 24, 2024: JConf.Dev. Dallas. https://2024.jconf.dev/session/598816

Nov 5-7, 10-12, 2024: CloudX. Online/Santa Clara. https://www.developerweek.com/cloudx/

Nov 19, 2024: XtremePython. Online. https://xtremepython.dev/2024/

Code

• https://github.com/tspannhw/FLaNK-python-processors

• https://github.com/tspannhw/AIM-MilvusLite

• https://github.com/tspannhw/AIM-NYCStreetCams

Models

• https://huggingface.co/mistralai/Codestral-22B-v0.1

• https://huggingface.co/defog/sqlcoder-7b-2

• https://huggingface.co/docs/transformers/en/model_doc/seamless_m4t_v2

• https://github.com/QwenLM/Qwen

Tools

• https://github.com/Upsonic/Tiger

• https://jsonformatter.org/yaml-validator

• https://github.com/AllenDowney/ThinkDSP

• https://github.com/aamini/introtodeeplearning

• http://introtodeeplearning.com/

• https://github.com/indi4u/LLM/

• https://github.com/andyk/ht

• https://github.com/defog-ai/sqlcoder/

• https://github.com/igorgorbenko/songs_recommendation/blob/main/data_preparation.ipynb

• https://rosaenlg.org/rosaenlg/4.3.0/index.html

• https://github.com/apparebit/prettypretty

• https://github.com/2noise/ChatTTS

• https://github.com/Shubhamsaboo/awesome-llm-apps

• https://github.com/lllyasviel/Omost

• https://github.com/xonsh/xonsh

• https://github.com/aws/event-ruler

• https://github.com/Huy1711/AI-beat-maker

• https://memalign.github.io/m/pceimage/index.html

• https://www.gifcii.fun/

• https://oxo.ostorlab.co/

• https://github.com/danvergara/dblab

• http://www.findu.com/

• https://www.udio.com/

• https://kpiss.fm/about/

• https://www.weewx.com/

• https://github.com/HumanAIGC/AnimateAnyone

• https://github.com/ventoy/Ventoy

• https://github.com/Vaibhavs10/insanely-fast-whisper

• https://github.com/SilasMarvin/lsp-ai

Cool

This is a cool Raspberry Pi Pico + ESP copter https://www.kickstarter.com/projects/sb-gajendra/piwings-soar-into-stem-with-the-ultimate-pi-powered-drone?ref=checkout_rewards_page

ASCII Movies https://ascii.theater/

More ASCII Fun https://meatfighter.com/ascii-silhouettify/

© 2020-2024 Tim Spann https://www.youtube.com/@FLaNK-Stack FLaNK-AIM with LLAMA 3

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🦾 Invitation to join discord:   / discord  [https://discord.com/invite/FjCMmaJng6](https://discord.com/invite/FjCMmaJng6)