Explore how embedding intelligence transforms Vector Search and RAG (Retrieval-Augmented Generation) models. Learn the key benefits, use cases, and implementation strategies for smarter AI-driven search systems.

• for: stats, stats - invasive species - red fire ants,
• stats:
  • prefers farms and cities
    • could infest 50% of urban areas
  • could inhabit up to 7% of EU continent
  • infestation vectors
    • walk
    • fly
    • carried by wind
    • shipping
      • Sicily, the site of discovery, ships a variety of plants across the Mediterranean
    • Southern Spain offers ideal climate for red fire ants
    • Climate change could increase its range by 25% by 2050.

Das Dengue-Fieber bedroht neuen Erkenntnissen der Weltgesundheits-Organisation zufolge inzwischen fast die Hälfte der Menschheit. Globale Erhitzung, Entwaldung und Verstädterung tragen Zug Verbreitung der Mücken bei, die diese und ähnliche Krankheiten übertragen. https://www.repubblica.it/salute/2023/04/21/news/dengue_argentina_allarme_oms-397048836/?ref=RHLF-BG-I397036947-P14-S1-T1

| physics/mathematics | Classical Physics | Quantum Mechanics |<br /> |---|---|---|<br /> | State Space | fields satisfying equations of laws<br>- the state is given by a point in the space | vector in a complex vector space with a Hermitian inner product (wavefunctions) |<br /> | Observables | functions of fields<br>- usually differential equations with real-valued solutions | self-adjoint linear operators on the state space<br>- some confusion may result when operators don't commute; there are usually no simple (real-valued) numerical solutions |

i.e., these were not good expression vectors because they did not effectively transfer transgenetic material to the host.

theft vectors or ddos vectors with integer overflow.

thought vectors in understanding

Barros-Martins, J., Hammerschmidt, S. I., Cossmann, A., Odak, I., Stankov, M. V., Morillas Ramos, G., Dopfer-Jablonka, A., Heidemann, A., Ritter, C., Friedrichsen, M., Schultze-Florey, C., Ravens, I., Willenzon, S., Bubke, A., Ristenpart, J., Janssen, A., Ssebyatika, G., Bernhardt, G., Münch, J., … Behrens, G. M. N. (2021). Immune responses against SARS-CoV-2 variants after heterologous and homologous ChAdOx1 nCoV-19/BNT162b2 vaccination. Nature Medicine, 1–5. https://doi.org/10.1038/s41591-021-01449-9

Zimmer, C., Corum, J., & Wee, S.-L. (2020, June 10). Coronavirus Vaccine Tracker. The New York Times. https://www.nytimes.com/interactive/2020/science/coronavirus-vaccine-tracker.html

Vector assets library for personal and business usage.

Tada, Takuya, Hao Zhou, Marie I. Samanovic, Belinda M. Dcosta, Amber Cornelius, Mark J. Mulligan, and Nathaniel R. Landau. “Comparison of Neutralizing Antibody Titers Elicited by MRNA and Adenoviral Vector Vaccine against SARS-CoV-2 Variants.” BioRxiv, July 19, 2021, 2021.07.19.452771. https://doi.org/10.1101/2021.07.19.452771.

Zhang, S. (2020, December 1). The Long Haul of Vaccine Results Is Just Beginning. The Atlantic. https://www.theatlantic.com/health/archive/2020/12/vaccine-trials-can-still-surprise-us/617247/

Demers. J., Bewick. S., Folashade. A., Caillouet. K. A., Fagan. W. F. Robertson. S. L., (2020) . Managing disease outbreaks: The importance of vector mobility and spatially heterogeneous control. PLOS COMPUTATIONAL BIOLOGY. Retrieved from: https://journals.plos.org/ploscompbiol/article?id=10.1371%2Fjournal.pcbi.1008136&utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+ploscompbiol%2FNewArticles+%28PLOS+Computational+Biology+-+New+Articles%29

Felipe, L. S., Vercruysse, T., Sharma, S., Ma, J., Lemmens, V., Looveren, D. van, Javarappa, M. P. A., Boudewijns, R., Malengier-Devlies, B., Kaptein, S. F., Liesenborghs, L., Keyzer, C. D., Bervoets, L., Rasulova, M., Seldeslachts, L., Jansen, S., Yakass, M. B., Quaye, O., Li, L.-H., … Dallmeier, K. (2020). A single-dose live-attenuated YF17D-vectored SARS-CoV2 vaccine candidate. BioRxiv, 2020.07.08.193045. https://doi.org/10.1101/2020.07.08.193045

Cinus, F., Bonchi, F., Monti, C., & Panisson, A. (2020). Generating Realistic Interest-Driven Information Cascades. Proceedings of the International AAAI Conference on Web and Social Media, 14, 107–118.

Callaway, E. (2020). The race for coronavirus vaccines: A graphical guide. Nature, 580(7805), 576–577. https://doi.org/10.1038/d41586-020-01221-y

Source: https://github.com/taku910/zinnia/

\(=\int_A\int_B f_{X,Y}(x,y) \, dy dx\)

Hwacha project: (hopefully open) vector coprocessor for RISC-V.