AIM Weekly for 17 June 2024
Tim Spann @PaaSDev
Milvus - Towhee - Attu - Feder - GPTCache - VectorDB Bench
Happy Father's Day To All! Also Happy Flag Day to Those in the United States.
With a name like that I am not sure how I don't add that to my group.
SPANN: Highly-efficient Billion-scale Approximate Nearest Neighborhood Search https://proceedings.neurips.cc/paper/2021/hash/299dc35e747eb77177d9cea10a802da2-Abstract.html
Congrats to Milvus https://www.dbta.com/Editorial/Trends-and-Applications/DBTA-100-2024-The-Companies-That-Matter-Most-in-Data-164289.aspx
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
Please join my meetup group NJ/NYC/Philly/Virtual.
https://www.meetup.com/unstructured-data-meetup-new-york/
This is Issue #142
Milvus Release 2.4.4
https://milvus.io/docs/release_notes.md
Release date: May 31, 2024
It includes a critical bug fix, so if you use bulk insert definitely upgrade now. Also some compilation updates for other platforms.
https://github.com/milvus-io/milvus/releases/tag/v2.4.4
Summary of the Last Awesome Meetup https://www.linkedin.com/feed/update/urn:li:activity:7202803256891248640/
TIMM (Pytorch Image Models) https://timm.fast.ai/
Ben has gone deep on this article on the Future of Vector Search linking to some of Milvus & Zilliz' scalability and horizontal scalability deep description and highlighting a lot of interesting things going on.
https://gradientflow.substack.com/p/the-future-of-vector-search
See: https://zilliz.com/learn/scaling-vector-databases-to-meet-enterprise-demands?utm_source=tim
There's a lot of cool stuff with Milvus and new models, techniques, libraries and use cases.
https://medium.com/@tspann/not-every-field-is-just-text-numbers-or-vectors-976231e90e4d
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://www.infoq.com/presentations/ai-monopoly/
https://python.plainenglish.io/claude-3-the-king-of-data-extraction-f06ad161aabf
https://zilliz.com/blog/exploring-multimodal-embeddings-with-fiftyone-and-milvus
https://medium.com/aiguys/yolov9-new-object-detection-king-6fc97b93dc9a
https://medium.com/@zilliz_learn/milvus-reference-architectures-e30a27c9f3c2
https://docs.openlit.io/latest/integrations/milvus
https://builtin.com/articles/real-time-data-ai
https://medium.com/@zilliz_learn/semantic-search-with-milvus-and-openai-32573de80307
https://gradientflow.substack.com/p/the-future-of-vector-search
https://medium.com/@zilliz_learn/local-agentic-rag-with-langgraph-and-llama-3-6c962979821f
https://blogs.nvidia.com/blog/nemotron-4-synthetic-data-generation-llm-training/?utm_source=tim
DSPy - Getting interesting https://medium.com/@sandyeep70/the-decline-of-traditional-prompt-engineering-and-the-rise-of-dspy-b27b9a5adc45
Why How + Milvus Lite https://medium.com/enterprise-rag/kickstart-your-genai-applications-with-milvus-lite-and-whyhow-ais-open-source-rule-based-retrieval-70873c7576f1
Using JSON Fields with Milvus https://www.youtube.com/watch?v=HP5L3Hr6Mt8
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
Fueling AI with Airbyte https://zilliz.com/event/fueling-ai-with-great-data-airbyte?utm_campaign=2024-06-13_webinar_Airbyte-fueling-ai-with-great-data_zilliz&utm_medium=tim
Milvus Webinar https://www.youtube.com/watch?v=IowBdkeKi_M
AI Generated Videos https://youtu.be/5tJDBSDrKLQ https://www.youtube.com/watch?v=YNh-WNFLe98
Voyage AI Embeddings and Rerankers for Search and RAG https://medium.com/@zilliz_learn/voyage-ai-embeddings-and-rerankers-for-search-and-rag-587d9bfff877
Evaluate RAG Apps https://medium.com/@zilliz_learn/how-to-evaluate-rag-applications-e2936c1275f9
https://ml.dssconf.pl/user.html#!/lecture/DSSML24-041a/rate
https://www.slideshare.net/slideshow/dssml24_tspann_codelessgenerativeaipipelines/269634571
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/
Nov 5-7, 10-12, 2024: CloudX. Online/Santa Clara. https://www.developerweek.com/cloudx/
Nov 19, 2024: XtremePython. Online. https://xtremepython.dev/2024/
- https://github.com/tspannhw/FLaNK-python-processors
- https://github.com/tspannhw/AIM-MilvusLite
- https://github.com/tspannhw/AIM-NYCStreetCams
- https://github.com/stephen37/Milvus_demo/tree/main/llama_index_demos
- https://github.com/tspannhw/AIM-MotorVehicleCollisions
- https://huggingface.co/mistralai/Codestral-22B-v0.1
- https://huggingface.co/mixedbread-ai/mxbai-embed-large-v1
- https://www.mixedbread.ai/blog/mxbai-embed-large-v1
- https://huggingface.co/nvidia/Nemotron-4-340B-Instruct
- https://huggingface.co/nvidia/Nemotron-4-340B-Reward
- https://huggingface.co/spaces/allenai/reward-bench
- https://github.com/verazuo/jailbreak_llms
- https://github.com/open-webui/open-webui
- https://datafusion.apache.org/user-guide/example-usage.html
- https://github.com/timeseries/qstudio
- https://github.com/redotvideo/revideo
- https://github.com/coqui-ai/TTS
- https://flameshot.org/
- https://github.com/dflib/dflib
- https://valentinaalto.medium.com/rag-with-phi-3-medium-as-a-model-as-a-service-from-azure-model-catalog-62e1411948f3
- https://github.com/iyaja/llama-fs
- https://github.com/airbnb/chronon?
- https://huggingface.co/stabilityai/stable-audio-open-1.0
- https://github.com/keylase/nvidia-patch
- https://github.com/livekit/livekit
- https://github.com/1943time/bluestone
- https://litellm.vercel.app/docs/simple_proxy
- https://github.com/cohere-ai/cohere-toolkit
- https://github.com/lavague-ai/LaVague
- https://contrib.rocks/preview?repo=milvus-io%2Fmilvus
- https://github.com/mrHeavenli/akkufetch
- https://github.com/visual-layer/fastdup
- https://github.com/fastfetch-cli/fastfetch
- https://github.com/allenai/PlaSma
- https://github.com/letmutex/htmd
- https://github.com/rossant/collatepdf
- https://github.com/milvus-io/milvus-haystack
Let's do the Time Sync Again https://github.com/milvus-io/milvus/blob/master/docs/design_docs/20211215-milvus_timesync.md
© 2020-2024 Tim Spann https://www.youtube.com/@FLaNK-Stack
π₯ Playlist: Unstructured Data Meetup https://zilliz.com/community/unstructured-data-meetup
π₯️ Website: [(https://www.youtube.com/@MilvusVectorDatabase/videos
X Twitter - / milvusio https://x.com/milvusio
π Linkedin: / zilliz https://www.linkedin.com/company/zilliz/
πΊ GitHub: https://github.com/milvus-io/milvus
π¦Ύ Invitation to join discord: / discord https://discord.com/invite/FjCMmaJng6
AIM Weekly for 10 June 2024
Tim Spann @PaaSDev
Milvus - Towhee - Attu - Feder - GPTCache - VectorDB Bench
Important Poll:
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
Please join my meetup group NJ/NYC/Philly/Virtual.
https://www.meetup.com/unstructured-data-meetup-new-york/
This is Issue #141
Milvus Lite 2.4.3 - Local Python
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/
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://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
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
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/
- https://github.com/tspannhw/FLaNK-python-processors
- https://github.com/tspannhw/AIM-MilvusLite
- https://github.com/tspannhw/AIM-NYCStreetCams
- 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
- 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
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
π₯ Playlist: Unstructured Data Meetup [https://www.meetup.com/unstructured-data-bay-area/events/](https://www.meetup.com/unstructured-data-bay-area/events/)
π₯️ Website: [https://www.youtube.com/@MilvusVectorDatabase/videos](https://www.youtube.com/@MilvusVectorDatabase/videos)
X Twitter - / milvusio [https://x.com/milvusio](https://x.com/milvusio)
π Linkedin: / zilliz [https://www.linkedin.com/company/zilliz/](https://www.linkedin.com/company/zilliz/)
πΊ GitHub: [https://github.com/milvus-io/milvus](https://github.com/milvus-io/milvus)
π¦Ύ Invitation to join discord: / discord [https://discord.com/invite/FjCMmaJng6](https://discord.com/invite/FjCMmaJng6)