Tim Spann @PaaSDev Milvus - Towhee - Attu - Feder - GPTCache - VectorDB Bench
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Please join my meetup group NJ/NYC/Philly/Virtual.
This is Issue #147
Join me:
July 25, 2024 5:30 to 8:30 PM in NYC @ Cloudera 101 5th Ave · New York, NY Cloudera office - 8th Floor https://www.meetup.com/unstructured-data-meetup-new-york/events/301720478/?utm_source=partner&utm_medium=referral&utm_campaign=2024_newsletter_tspann-ai-newsletters_external
I may have some really cool edge stuff coming for August, looks like we may have some next gen Edge LLM RAG going on.
There's a lot of cool stuff with Milvus and new models, techniques, libraries and use cases.
BM25 https://medium.com/@tspann/ranking-for-relevance-with-bm25-b2d9dd62e2f8
Edge AI with Milvus Lite https://medium.com/@tspann/edgeai-edge-vector-database-6a9b5238bffb
Quantization!?!?!? https://medium.com/@tspann/how-good-is-quantization-in-milvus-6d224b5160b0
MULTI-SPECTRAL REMOTE SENSING IMAGE RETRIEVAL USING GEOSPATIAL FOUNDATION MODELS https://arxiv.org/html/2403.02059v1
Generative AI Develop LLM Powered Apps with LangChain, Python and Milvus https://rajatnigam89.medium.com/generative-ai-develop-llm-powered-applications-with-langchain-python-and-milvus-vectordb-5b796c0c05e3
The 2024 Playbook Top Use Cases for Vector Search https://medium.com/@zilliz_learn/the-2024-playbook-top-use-cases-for-vector-search-2d61b4e6db81
PDF Parsing with LMM https://ai.gopubby.com/demystifying-pdf-parsing-04-ocr-free-large-multimodal-model-based-method-0fdab50db048
Diff PDF https://github.com/vslavik/diff-pdf
Why has Autonomous Driving Failed? https://artificio.org/blog/why-has-autonomous-driving-failed-perspectives-from-peru-and-insights-from-neuroai
Voxel 51 https://voxel51.com/try-fiftyone/
PyMilvus Integrations with Embedding Models https://milvus.io/blog/introducing-pymilvus-integrations-with-embedding-models.md
Changes of Embeddings During Fine Tuning https://itnext.io/changes-of-embeddings-during-fine-tuning-c22aa1615921
https://github.com/huggingface/transformers/blob/main/awesome-transformers.md
What is RAG? https://zilliz.com/learn/Retrieval-Augmented-Generation
Live Fun Friday with Unstructed Data Preview https://www.youtube.com/watch?v=_jQB62uPsvc
Running the NVIDIA Milvus Lite Demo https://www.youtube.com/watch?v=7kdYbaw2LSQ
https://www.slideshare.net/slideshow/06-18-2024-princeton-meetup-introduction-to-milvus/269765983
https://github.com/huggingface/transformers/releases/tag/v4.42.0
Oct 27 - 29, Raleigh, NC - All Things Open https://2024.allthingsopen.org/speakers/timothy-spann
Nov 5-7, 10-12, 2024: CloudX. Online/Santa Clara. https://www.developerweek.com/cloudx/
Nov 19, 2024: XtremePython. Online. https://xtremepython.dev/2024/
Building an Agentic RAG locally with Milvus, Ollama and LangGraph July 11, 2024 | 9:00 AM PT/12:00PM ET | Stephen Batifol, Zilliz Get hands-on and learn how to:
- Enable agent planning, memory, and tool use for tasks
- Allow LLM web searches and custom function calls
- Implement fallbacks and self-correction for agent errors https://zilliz.com/event/rag-agents-with-langchain-and-milvus?utm_campaign=tim
RAG Evaluation with Ragas July 18 | 9:00 AM PT/12:00PM ET | Christy Bergman, Zilliz
- Evaluate a RAG pipeline using metrics like context F1-score and answer correctness, then learn the differences between:
- Foundation model evaluation vs RAG evaluation
- Human evaluation vs LLM-as-a-judge evaluations
- Overall RAG vs RAG component evaluations https://zilliz.com/event/rag-evaluation-with-ragas?utm_campaign=tim
Hands-On Demo: Building and Scaling Vector Search Apps with Zilliz Cloud July 25, 2023 | 9:00 AM PT/12:00PM ET | Frank Liu, Zilliz Learn how to build and scale vector search applications with live examples. Walk through the following:
- Live Zilliz Cloud setup and configuration
- Building a simple chatbot step-by-step
- Advanced search techniques with examples https://zilliz.com/event/hands-on-zilliz-cloud-demo?utm_campaign=tim
Join me at my first Milvus Webinar!!!!!! 
Thursday, August 1 9:00 AM Pacific | 12:00 PM Eastern 45-minute presentation | 15-minute Q&A https://zilliz.com/event/unstructured-data-processing-from-cloud-to-edge
- https://github.com/tspannhw/AIM-MilvusLite
- https://github.com/tspannhw/AIM-NYCStreetCams
- https://github.com/tspannhw/AIM-MotorVehicleCollisions
- https://github.com/milvus-io/milvus?utm_source=partner&utm_medium=referral&utm_campaign=2024_newsletter_tspann-ai-newsletters_external
- https://docs.voxel51.com/integrations/milvus.html
- https://www.stuartellis.name/articles/python-modern-practices/
- https://github.com/adithya-s-k/omniparse
- https://github.com/VikParuchuri/surya
- https://huggingface.co/docs/transformers/main/chat_templating
- https://huggingface.co/spaces/chandrakalagowda/reverseimagepolitical/blob/main/2_deepdiveimagesearch.py
- https://github.com/VikParuchuri/texify
- https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2
- https://huggingface.co/dbmdz/electra-large-discriminator-finetuned-conll03-english
- https://huggingface.co/google/vit-base-patch16-224
- https://huggingface.co/facebook/detr-resnet-50
- https://huggingface.co/openai/whisper-large-v3
- https://huggingface.co/superb/wav2vec2-base-superb-ks
- https://huggingface.co/google/siglip-so400m-patch14-384
- https://huggingface.co/docs/transformers/model_doc/xclip
- https://huggingface.co/docs/transformers/en/model_doc/owlv2
- https://huggingface.co/docs/transformers/model_doc/clipseg
- https://huggingface.co/microsoft/Florence-2-large
- https://github.com/pretzelai/pretzelai/blob/main/README.md
- https://rapids.ai/cuvs/
- https://github.com/vshymanskyy/ViperIDE
- https://pikimov.com/
- https://github.com/interpretml/interpret
- https://github.com/ComposioHQ/composio
- https://github.com/onuratakan/gpt-computer-assistant?tab=readme-ov-file
- https://undraw.co/
- https://github.com/yhydhx/SAMAug
© 2020-2024 Tim Spann https://www.youtube.com/@FLaNK-Stack
🖥️ Videos: [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)
