m

db/search/rank/bm25.txt

@@ -0,0 +1,9 @@
+https://en.wikipedia.org/wiki/Okapi_BM25
+
+https://vishwasg.dev/blog/2025/01/20/bm25-explained-a-better-ranking-algorithm-than-tf-idf/
+https://www.geeksforgeeks.org/nlp/what-is-bm25-best-matching-25-algorithm/
+https://emschwartz.me/understanding-the-bm25-full-text-search-algorithm/
+https://www.sourcely.net/resources/bm25-and-its-role-in-document-relevance-scoring
+https://medium.com/etoai/hybrid-search-combining-bm25-and-semantic-search-for-better-results-with-lan-1358038fe7e6
+https://learn.microsoft.com/en-us/azure/search/index-similarity-and-scoring
+https://zilliz.com/learn/mastering-bm25-a-deep-dive-into-the-algorithm-and-application-in-milvus

devops/k8s/tools/kubectl/kubectl-debug.txt

@@ -1,10 +1,12 @@
 https://kubernetes.io/docs/tasks/debug/debug-application/debug-running-pod/#ephemeral-container
 
-https://github.com/aylei/kubectl-debug
+github.com/JamesTGrant/kubectl-debug
+    https://github.com/aylei/kubectl-debug
 
 2024
 https://overcast.blog/7-mind-blowing-kubernetes-hacks-36037e59bb54
 2022
 https://itsecforu.ru/2022/08/08/%e2%98%b8%ef%b8%8f-%d0%ba%d0%b0%d0%ba-%d0%b8%d1%81%d1%81%d0%bb%d0%b5%d0%b4%d0%be%d0%b2%d0%b0%d1%82%d1%8c-%d0%bf%d1%80%d0%be%d0%b1%d0%bb%d0%b5%d0%bc%d1%8b-%d0%ba%d0%be%d0%bd%d1%82%d0%b5%d0%b9%d0%bd/
 2019
+https://habr.com/ru/companies/flant/articles/436112/
 https://habr.com/ru/company/flant/blog/436112/

nontech/politics/people/evstafiev.txt

@@ -10,7 +10,7 @@ Antony Giddens - Wanishing World
     https://flibusta.is/b/229587
 
 2025
-EraProject - Periscope 3 - Evstafiev - Osadnoe Polozhenie 0:00 of 1:38:08
+EraProject - Periscope 3 - Evstafiev - Osadnoe Polozhenie 22:00 of 1:38:08
     https://www.youtube.com/watch?v=X2iKKKAztk8
     https://vkvideo.ru/video-171868288_456244028
 EraProject - Periscope 2 - Evstafiev - Dzhuma - Biryukov - Artamonov - Loosing GosVector of Control of 2:00:24

pl/cross/methodologies/architecture/ddd.txt

@@ -7,7 +7,7 @@ Vlad Konovalov - Learning Domain-Driven Design
     7F73B4FDC4241131CD44C7DEE74272B3
 
 2025
-Devoxx - Tactical Domain Driven Design with Java and Spring by Oliver Drotbohm 45:00 of 2:42:19
+Devoxx - Tactical Domain Driven Design with Java and Spring by Oliver Drotbohm 55:00 of 2:42:19
     https://www.youtube.com/watch?v=k3o1nSh3g2Q
     ! jMoleculus, Spring Modulith
 Devoxx - TDD & DDD From the Ground Up Live Coding by Chris Simon 34:00 of 44:36

pl/cross/tools/ide/jetbrains/idea/ultimate.txt

@@ -21,5 +21,7 @@ https://www.reddit.com/r/java/comments/vx4uu0/what_are_idea_intellij_ultimate_fe
 ultimate plugins
 https://www.jetbrains.com/help/idea/spring-debugger.html
 2025
+JavaTechie - Spring Debugger - Instantly Fix Spring Boot Errors & Debug Everything On the Fly 0:00 of 34:30
+    https://www.youtube.com/watch?v=t34TEVx5YuM
 JetBrains - Spring Debugger: ApplicationContext At Your Finger Tips 0:00 of 8:11
     https://www.youtube.com/watch?v=kjVyyGiUoM0

pl/java/tools/quality/memory/heap-dump.txt

@@ -1,5 +1,5 @@
 2025
-Devoxx - Java Memory Leaks by Victor Rentea 1:05:00 of 2:47:21
+Devoxx - Java Memory Leaks by Victor Rentea 1:17:00 of 2:47:21
     https://www.youtube.com/watch?v=-0vkHxlGlOU
     https://victorrentea.io/...-slides
     ! 9:00 important for avoiding hanging up

pl/kt/features/context.txt

@@ -1,3 +1,5 @@
+baeldung
+https://www.baeldung.com/kotlin/context-receivers
 2025
 https://carrion.dev/en/posts/context-parameters-kotlin/
     in kt 2.2

science/ai/embeddings/e5.txt

@@ -0,0 +1,8 @@
+https://deepwiki.com/microsoft/unilm/3.4-e5:-text-embeddings
+https://github.com/microsoft/unilm/tree/master/e5
+
+2025
+MadDevs - E5 Embeddings and DSE Learning Methodology 0:00 of 58:00
+    https://www.youtube.com/watch?v=pBemd-3BB00
+2023
+https://yuvalmerhav.com/posts/e5/