Showing posts with label open source. Show all posts
Showing posts with label open source. Show all posts

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. image 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

Models

Tools

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)

FLaNK-AIM Weekly for 06 May 2024

 

06-May-2024

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




FLaNK / KNIFe AI / FLaNK-AIM Weekly

http://knifeai.org/

Tim Spann @PaaSDev

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://www.cloudera.com/campaign/apache-nifi-for-dummies.html

https://ossinsight.io/analyze/tspannhw

image

CODE + COMMUNITY

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

http://www.meetup.com/futureofdata-princeton/

https://www.meetup.com/futureofdata-newyork/

https://www.meetup.com/futureofdata-philadelphia/

**This is Issue #136 **

https://github.com/tspannhw/FLiPStackWeekly

https://www.cloudera.com/solutions/dim-developer.html

New Releases

Articles

https://medium.com/@tspann/small-language-models-sml-for-the-win-ea0c6fee8061

https://medium.com/@tspann/maybe-four-smaller-open-llm-s-are-better-than-one-93f78fb69eb9

https://medium.com/@tspann/building-a-milvus-connector-for-nifi-34372cb3c7fa

https://medium.com/@tspann/searching-slack-from-apache-nifi-9ed562aa2397

https://medium.com/@tspann/events-streams-flows-and-maps-22a8d27cd9b4

https://medium.com/@tspann/storing-meetup-user-data-as-events-dad3b1dc89f5

https://medium.com/@tspann/real-time-in-boston-part-1-0f92d7da3496

NSA AI Security https://www.nsa.gov/Press-Room/Press-Releases-Statements/Press-Release-View/Article/3741371/nsa-publishes-guidance-for-strengthening-ai-system-security/

https://zilliz.com/learn/Sentence-Transformers-for-Long-Form-Text

https://zilliz.com/zilliz-cloud-pipelines

https://huggingface.co/BAAI/bge-large-en-v1.5

https://github.com/cloudevents/sdk-python/blob/main/samples/http-json-cloudevents/client.py

https://medium.com/@tspann/building-a-milvus-connector-for-nifi-34372cb3c7fa

https://docs.cloudera.com/machine-learning/cloud/release-notes/topics/ml-whats-new.html#ml_workspace_resource_tags

https://zilliz.com/blog/finding-right-fit-embedding-support-for-RAG-in-zilliz-cloud-pipelines-from-voyageai-openai-and-oss

https://hazelcast.com/glossary/streaming-data/

https://postgres.ai/blog/20220525-common-db-schema-change-mistakes

https://medium.com/cloudera-inc/consuming-rss-feeds-from-flink-sql-eaf33c1a5a23

https://medium.com/cloudera-inc/adding-generative-ai-results-to-sql-streams-513e1fd2a6af

https://www.linuxfoundation.org/press/lf-ai-data-foundation-launches-open-platform-for-enterprise-ai-opea

https://blog.mozilla.ai/local-llm-as-judge-evaluation-with-lm-buddy-prometheus-and-llamafile/

https://blog.mozilla.ai/open-source-in-the-age-of-llms/

https://www.pinecone.io/learn/structured-data/

https://medium.com/@stoty/a-bug-for-ages-fixing-time-zone-handling-in-apache-phoenix-e9934d7acd80

https://www.geeknarrator.com/blog/stream-processing/stream-processing-concepts

https://blog.cloudera.com/setting-up-and-getting-started-with-clouderas-new-sql-ai-assistant/

https://thenewstack.io/how-to-cure-llm-weaknesses-with-vector-databases/

https://dev.to/zilliz/exploring-bge-m3-and-splade-two-machine-learning-models-for-generating-sparse-embeddings-22p1

https://zilliz.com/learn/transforming-pdfs-into-insights-vectorizing-and-ingesting-with-zilliz-cloud-pipelines

https://zilliz.com/blog/how-to-evaluate-and-optimize-performance-of-milvus-storage

https://datavolo.io/2024/05/apache-nifi-designed-for-extension-at-scale/

Videos

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

Four Models at Once https://youtu.be/xvNgsZyfo6A?si=zxwc9VcFc3o0vU3P

Search Slack https://www.youtube.com/watch?v=3ugppfb2kN8&t=5s&ab_channel=DatainMotion-HowToBeaStreamingEngineer

MBTA Transit Live with LLM https://www.youtube.com/watch?v=JGGY_uzQTdY&t=3s&pp=ygUOVGltIFNwYW5uIE5pRmk%3D

Events, Streams, Maps with Irish Rail https://www.youtube.com/watch?v=14CSQRfUWoE&t=684s&pp=ygUOVGltIFNwYW5uIE5pRmk%3D

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

NiFi https://www.youtube.com/watch?v=m-ZoqHOYy_k

Slides

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

https://www.slideshare.net/slideshow/conf42llmadding-generative-ai-to-realtime-streaming-pipelines/267269788

https://github.com/tspannhw/FLaNK-Milvus

https://medium.com/cloudera-inc/building-a-milvus-connector-for-nifi-34372cb3c7fa

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

https://www.youtube.com/watch?v=ssoM5S87BBs

Events

May 8-9, 2024: Data Summit 2024. Boston, MA. https://www.dbta.com/DataSummit/2024/default.aspx https://www.dbta.com/DataSummit/2024/Timothy-Spann.aspx

https://twitter.com/DBTADataSummit/status/1778393005646397636

May 21, 2024: Gen AI and Beyond with NiFi 2.0. Virtual.

May 30, 2024: Conf42: Machine learning https://www.conf42.com/Machine_Learning_2024_Tim_Spann_enriching_generative_events

June 12, 2024: Budapest Data + ML Forum. Virtual. image https://budapestml.hu/2024/en/speakers/

June 20, 2024: AI Camp Meetup. NYC.

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/

tim_v2_1200_628python

Cloudera Events https://www.cloudera.com/about/events.html

https://www.cloudera.com/events/cloudera-now-cdp.html?internal_keyplay=ALL&internal_campaign=FY25-Q1-AMER-WS-Cloudera-Now-Events-Page-P06&cid=701Hr000000tW6qIAE&internal_link=p06

More Events: https://www.linkedin.com/pulse/schedule-2024-tim-spann--y4coe

Code

Models

Tools

Cool Tool

Convert Spark SQL to Trino SQL https://github.com/linkedin/coral

Discount

Discount access to DataSummit 2024 https://secure.infotoday.com/RegForms/DataSummit/?Priority=24SPKR

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