diff --git a/blog/_data/embeddings_cache.pkl b/blog/_data/embeddings_cache.pkl
index 7e9e348e5..24fd4404f 100644
Binary files a/blog/_data/embeddings_cache.pkl and b/blog/_data/embeddings_cache.pkl differ
diff --git a/blog/_data/related_articles.yml b/blog/_data/related_articles.yml
index 93659d9f3..75ae034b5 100644
--- a/blog/_data/related_articles.yml
+++ b/blog/_data/related_articles.yml
@@ -5965,10 +5965,10 @@ python-web-scraping:
  - pyinstaller
  - data-engineering-analysis
  - python-c-extension
+ - miniconda-venv
  - python-hatch
  - create-python-package
  - docker-init-in-python
- - python-monorepo
 
 
 python-frameworks:
@@ -5981,7 +5981,7 @@ python-frameworks:
  - why-developer-platform
  - python-c-extension
  - create-python-package
- - python-monorepo
+ - miniconda-venv
 
 
 python-libraries:
@@ -5989,12 +5989,12 @@ python-libraries:
  - python-web-scraping
  - platform-engineering-tools
  - pyinstaller
+ - miniconda-venv
  - python-c-extension
  - python-hatch
  - data-engineering-analysis
  - future-is-rusty
  - create-python-package
- - cosine_similarity_text_embeddings
 
 
 efficiently-cache-dependencies-earthfiles:
@@ -6012,6 +6012,7 @@ efficiently-cache-dependencies-earthfiles:
 
 pyinstaller:
  - python-hatch
+ - miniconda-venv
  - python-c-extension
  - docker-init-in-python
  - create-python-package
@@ -6020,11 +6021,11 @@ pyinstaller:
  - python-libraries
  - docker-init-quickly
  - efficiently-cache-dependencies-earthfiles
- - docker-init-in-go
 
 
 python-hatch:
  - pyinstaller
+ - miniconda-venv
  - python-monorepo
  - docker-init-in-python
  - efficiently-cache-dependencies-earthfiles
@@ -6033,6 +6034,18 @@ python-hatch:
  - understanding-monorepos
  - cargo-chef
  - rust-monorepo
+
+
+miniconda-venv:
+ - python-hatch
+ - pyinstaller
+ - docker-init-in-python
+ - python-monorepo
+ - python-libraries
+ - docker-init-quickly
+ - gradle-monorepo
+ - docker-init-nodejs
+ - rust-monorepo
  - python-c-extension
 
 
diff --git a/blog/_data/short_title_cache.pkl b/blog/_data/short_title_cache.pkl
index b716ec282..4c0bb33e7 100644
Binary files a/blog/_data/short_title_cache.pkl and b/blog/_data/short_title_cache.pkl differ
diff --git a/blog/_data/short_titles.yml b/blog/_data/short_titles.yml
index 8058a753b..6b790a7fd 100644
--- a/blog/_data/short_titles.yml
+++ b/blog/_data/short_titles.yml
@@ -75,6 +75,7 @@ earthly-open-source: 'Open-source Earthly'
 showboaters: 'Maximalists and You'
 bazel-and-automated-tests: 'Improving Test Suite with Bazel'
 yaml-validate-and-lint-cue-lang: 'Validate YAML with CUE'
+miniconda-venv: 'Python Virtual Environment'
 pants-python-monorepo: 'Managing Python Monorepo with Pants'
 IaC-terraform-cdk: 'Terraform CDK Guide'
 tui-app-with-go: 'Terminal User Interface with Golang'