AI, Milvus, Vector Database, Deep Learning, Python, Java, Open Source, Streaming
10-June-2024
Tim Spann @PaaSDev
Milvus — Towhee — Attu — Feder — GPTCache — VectorDB Bench
AIM Weekly
Towhee — Attu — Milvus (Tim-Tam)
FLaNK — FLiPN
https://github.com/milvus-io/milvus
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.
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
These last couple were amazing.
YouTube videos of all 3 most recent events. June 3rd hosted by Chris
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://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://huggingface.co/google/efficientnet-b4
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://pub.towardsai.net/llama-3-llama-cpp-is-the-local-ai-heaven-4f8fe7f119be
https://www.pythonmorsels.com/cli-tools/
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://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://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
Videos
Street Cams + Milvus
Conf42: ML: Emerging GenAI
Generative AI with Milvus
SF Unstructured Meetup — 03 June 2024
Slides
Events
June 12, 2024: Budapest Data + ML Forum. Virtual.
June 13–14, 2024: Data Science Summit ML Edition 2024 | 13.06.2024–14.06.2024
June 18, 2024: Princeton Meetup
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
🎥 Playlist: Unstructured Data Meetup [https://www.meetup.com/unstructured-data-bay-area/events/](https://www.meetup.com/unstructured-data-bay-area/events/)
🖥️ Website: [https://www.youtube.com/@MilvusVectorDatabase/videos](https://www.youtube.com/@MilvusVectorDatabase/videos)
X Twitter - / milvusio [https://x.com/milvusio](https://x.com/milvusio)
🔗 Linkedin: / zilliz [https://www.linkedin.com/company/zilliz/](https://www.linkedin.com/company/zilliz/)
😺 GitHub: [https://github.com/milvus-io/milvus](https://github.com/milvus-io/milvus)
🦾 Invitation to join discord: / discord [https://discord.com/invite/FjCMmaJng6](https://discord.com/invite/FjCMmaJng6)