Introduction to Multilingual RAG

AIM Weekly 27 May 2024

27-May-2024

Tim Spann @PaaSDev

Happy Memorial Day!

I am officially an employee of Zilliz!

I am a Milvus Man! Get your vectors ready.

FLaNK-AIM Weekly

Towhee - Attu - Milvus (Tim-Tam)

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 #139 

https://github.com/tspannhw/FLiPStackWeekly

New Releases

https://cwiki.apache.org/confluence/display/NIFI/Release+Notes#ReleaseNotes-Version2.0.0-M3

Articles

https://medium.com/@tspann/boston-wheres-my-bus-llm-streaming-to-the-rescue-586dfd019237

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://simonaubury.com/posts/202405_fridgebot/

https://rmoff.net/2024/05/22/how-i-try-to-keep-up-with-the-data-tech-world-a-list-of-data-blogs/

https://news.ycombinator.com/item?id=40478422

Videos

Generative AI with Milvus 

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

Slides

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

Events

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.  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 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/

Code

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

Models

• https://github.com/ollama/ollama/releases/tag/v0.1.33-rc5
• https://github.com/NVlabs/RADIO
• https://huggingface.co/tiiuae/falcon-11B
• https://huggingface.co/microsoft/Phi-3-vision-128k-instruct
• https://github.com/THUDM/CogVLM2
• https://x.com/itspaulai/status/1792987772375966201?s=51

Tools

• https://rusher.ai/free-tools/ai-meme-generator/ddf5e00a-b2d8-4ee6-aceb-176b57acf806
• https://dzone.com/refcardz/getting-started-with-large-language-models
• https://github.com/Codium-ai/cover-agent
• https://github.com/Openpanel-dev/openpanel
• https://github.com/tillywork/tillywork
• https://docs.amber-lang.com/
• https://www.linkedin.com/pulse/your-data-strategy-ready-generative-ai-ben-lorica-%2525E7%2525BD%252597%2525E7%252591%25259E%2525E5%25258D%2525A1-mwglc/
• https://blog.roboflow.com/paligemma-multimodal-vision/
• https://github.com/iyaja/llama-fs
• https://huggingface.co/cognitivecomputations/Kraken
• https://github.com/alfredodeza/llmops-duke-aipi
• https://github.blog/2024-05-23-2024-github-accelerator-meet-the-11-projects-shaping-open-source-ai/
• https://github.com/OpenLLMAI/OpenRLHF
• https://github.com/milvus-io/milvus-lite
• https://docs.ultralytics.com/guides/object-counting/
• https://github.com/jxnl/instructor
• https://github.com/ragapp/ragapp
• https://github.com/megoxv/visionGPT
• https://zellij.dev/
• https://huggingface.co/AIR-Bench
• https://github.com/Dataherald/dataherald
• https://email.ml/
• https://www.mp3tag.de/en/
• https://github.com/ItzCrazyKns/Perplexica
• https://github.com/AutoMQ/automq
• https://www.youtube.com/watch?v=iOdFUJiB0Zc&ab_channel=freeCodeCamp.org

© 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: 20 May 2024 Weekly

 

20-May-2024

Tim Spann @PaaSDev

FLaNK-AIM Weekly

Towhee - Attu - Milvus (Tim-Tam)

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

https://ossinsight.io/analyze/tspannhw

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 #138 **

https://github.com/tspannhw/FLiPStackWeekly

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

New Releases

https://cwiki.apache.org/confluence/display/NIFI/Release+Notes#ReleaseNotes-Version2.0.0-M3

Articles

https://medium.com/@tspann/boston-wheres-my-bus-llm-streaming-to-the-rescue-586dfd019237

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://www.datanami.com/2024/05/14/forrester-slices-and-dices-the-vector-database-market/

https://openai.com/index/hello-gpt-4o/

https://towardsdatascience.com/routing-in-rag-driven-applications-a685460a7220

https://medium.com/oracledevs/run-oracle-23ai-as-a-free-autonomous-db-container-on-macbook-pro-d83a90a44906

https://stackoverflow.blog/2024/05/14/introducing-overflowai-a-new-era-of-community-driven-ai-at-stack-overflow/

https://zilliz.com/learn/effortless-ai-workflows-a-beginners-guide-to-hugging-face-and-pymilvus

https://zilliz.com/blog/hybrid-search-with-milvus

https://milvus.io/blog/getting-started-with-milvus-cluster-and-k8s.md

https://exceptionfactory.com/posts/2024/05/15/getting-started-with-hatch-for-python-projects/

https://zilliz.com/learn/embedding-generation

https://zilliz.com/blog/semantic-search-how-not-lose-meetup-content

https://zilliz.com/glossary/prompt-as-code-(prompt-engineering)

https://cs231n.github.io/

https://zilliz.com/learn/pg-based-anns

Videos

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

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

Slides

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

Events

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.  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/

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

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

Models

• https://github.com/ollama/ollama/releases/tag/v0.1.33-rc5
• https://github.com/NVlabs/RADIO
• https://huggingface.co/tiiuae/falcon-11B

Tools

• https://dbeaver.com/2024/05/09/stream-processing-with-dbeaver-and-risingwave/
• https://github.com/BasedHardware/openglass
• https://cmder.app/
• https://github.com/stefan-grafberger/StreamDQ
• https://learn.nvidia.com/courses/course-detail?course_id=course-v1:NVIDIA+S-FX-16+v1
• https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-15+V1
• https://github.com/microsoft/generative-ai-for-beginners
• https://github.com/EdinburghNLP/awesome-hallucination-detection
• https://github.com/csinva/imodels
• https://docs.netapp.com/us-en/netapp-solutions/ai/vector-database-milvus-cluster-setup.html#milvus-cluster-setup-with-kubernetes-in-on-premises
• https://github.com/reworkd/tarsier
• https://github.com/TypeStrong/ts-node
• https://github.com/quarylabs/quary
• https://www.techradar.com/pro/questions-you-should-ask-ai-before-implementing-ai
• https://github.com/rdkit/rdkit
• https://github.com/livekit/agents
• https://github.com/danvega/hello-gpt/tree/main
• https://github.com/microsoft/EveryoneCanCode-US
• https://github.com/AgentOps-AI/agentops
• https://github.com/tqdm/tqdm
• https://zilliz.com/learn/embedding-generation
• https://github.com/google/wuffs
• https://github.com/ytang07/ai_agents_cookbooks
• https://pi4j.com/getting-started/set-up-a-new-raspberry-pi/
• https://github.com/zilliztech/feder
• https://github.com/preset-io/promptimize
• https://github.com/milvus-io/bootcamp/blob/master/bootcamp/MilvusCheatSheet.md
• https://zilliz.com/glossary/vector-embeddings
• https://github.com/mlfoundations/open_clip
• https://www.wxhexeditor.org/home.php

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