diff --git a/next.config.js b/next.config.js
index 7b8dbad..73a3ec1 100644
--- a/next.config.js
+++ b/next.config.js
@@ -5,7 +5,7 @@ const withNextra = require('nextra')({
 
 module.exports = withNextra({
   i18n: {
-    locales: ['en', 'zh', 'jp', 'pt', 'tr', 'es', 'it'],
+    locales: ['en', 'zh', 'jp', 'pt', 'tr', 'es', 'it', 'fr'],
     defaultLocale: 'en',
   },
 })
diff --git a/fr-pages/_meta.fr.json b/pages/_meta.fr.json
similarity index 99%
rename from fr-pages/_meta.fr.json
rename to pages/_meta.fr.json
index 1a9f899..95bed51 100644
--- a/fr-pages/_meta.fr.json
+++ b/pages/_meta.fr.json
@@ -24,5 +24,4 @@
       "href": "https://twitter.com/dair_ai",
       "newWindow": true
     }
-  }
-  
\ No newline at end of file
+  }
\ No newline at end of file
diff --git a/fr-pages/_about.fr.mdx b/pages/about.fr.mdx
similarity index 100%
rename from fr-pages/_about.fr.mdx
rename to pages/about.fr.mdx
diff --git a/fr-pages/applications.fr.mdx b/pages/applications.fr.mdx
similarity index 100%
rename from fr-pages/applications.fr.mdx
rename to pages/applications.fr.mdx
diff --git a/fr-pages/applications/_meta.fr.json b/pages/applications/_meta.fr.json
similarity index 85%
rename from fr-pages/applications/_meta.fr.json
rename to pages/applications/_meta.fr.json
index e0ad25f..0056b44 100644
--- a/fr-pages/applications/_meta.fr.json
+++ b/pages/applications/_meta.fr.json
@@ -1,5 +1,6 @@
 {
     "pal": "Modèles de langage assistés par programme",
     "generating": "Génération de données",
+    "coding": "Generating Code",
     "workplace_casestudy": "Étude de cas sur la classification des emplois des diplômés"
 }
diff --git a/pages/applications/coding.fr.mdx b/pages/applications/coding.fr.mdx
new file mode 100644
index 0000000..e8dd711
--- /dev/null
+++ b/pages/applications/coding.fr.mdx
@@ -0,0 +1,3 @@
+# Generating Code
+
+Needs translation! Feel free to contribute a translating by clicking the `Edit this page` button on the right side.
\ No newline at end of file
diff --git a/fr-pages/applications/generating.fr.mdx b/pages/applications/generating.fr.mdx
similarity index 100%
rename from fr-pages/applications/generating.fr.mdx
rename to pages/applications/generating.fr.mdx
diff --git a/fr-pages/applications/pal.fr.mdx b/pages/applications/pal.fr.mdx
similarity index 100%
rename from fr-pages/applications/pal.fr.mdx
rename to pages/applications/pal.fr.mdx
diff --git a/fr-pages/applications/workplace_casestudy.fr.mdx b/pages/applications/workplace_casestudy.fr.mdx
similarity index 100%
rename from fr-pages/applications/workplace_casestudy.fr.mdx
rename to pages/applications/workplace_casestudy.fr.mdx
diff --git a/fr-pages/course.fr.mdx b/pages/course.fr.mdx
similarity index 100%
rename from fr-pages/course.fr.mdx
rename to pages/course.fr.mdx
diff --git a/fr-pages/datasets.fr.mdx b/pages/datasets.fr.mdx
similarity index 100%
rename from fr-pages/datasets.fr.mdx
rename to pages/datasets.fr.mdx
diff --git a/fr-pages/index.fr.mdx b/pages/index.fr.mdx
similarity index 100%
rename from fr-pages/index.fr.mdx
rename to pages/index.fr.mdx
diff --git a/fr-pages/introduction.fr.mdx b/pages/introduction.fr.mdx
similarity index 100%
rename from fr-pages/introduction.fr.mdx
rename to pages/introduction.fr.mdx
diff --git a/fr-pages/introduction/_meta.fr.json b/pages/introduction/_meta.fr.json
similarity index 100%
rename from fr-pages/introduction/_meta.fr.json
rename to pages/introduction/_meta.fr.json
diff --git a/fr-pages/introduction/basics.fr.mdx b/pages/introduction/basics.fr.mdx
similarity index 100%
rename from fr-pages/introduction/basics.fr.mdx
rename to pages/introduction/basics.fr.mdx
diff --git a/fr-pages/introduction/elements.fr.mdx b/pages/introduction/elements.fr.mdx
similarity index 100%
rename from fr-pages/introduction/elements.fr.mdx
rename to pages/introduction/elements.fr.mdx
diff --git a/fr-pages/introduction/examples.fr.mdx b/pages/introduction/examples.fr.mdx
similarity index 100%
rename from fr-pages/introduction/examples.fr.mdx
rename to pages/introduction/examples.fr.mdx
diff --git a/fr-pages/introduction/settings.fr.mdx b/pages/introduction/settings.fr.mdx
similarity index 100%
rename from fr-pages/introduction/settings.fr.mdx
rename to pages/introduction/settings.fr.mdx
diff --git a/fr-pages/introduction/tips.fr.mdx b/pages/introduction/tips.fr.mdx
similarity index 100%
rename from fr-pages/introduction/tips.fr.mdx
rename to pages/introduction/tips.fr.mdx
diff --git a/fr-pages/models.fr.mdx b/pages/models.fr.mdx
similarity index 100%
rename from fr-pages/models.fr.mdx
rename to pages/models.fr.mdx
diff --git a/fr-pages/models/_meta.fr.json b/pages/models/_meta.fr.json
similarity index 100%
rename from fr-pages/models/_meta.fr.json
rename to pages/models/_meta.fr.json
diff --git a/fr-pages/models/chatgpt.fr.mdx b/pages/models/chatgpt.fr.mdx
similarity index 100%
rename from fr-pages/models/chatgpt.fr.mdx
rename to pages/models/chatgpt.fr.mdx
diff --git a/fr-pages/models/collection.fr.mdx b/pages/models/collection.fr.mdx
similarity index 100%
rename from fr-pages/models/collection.fr.mdx
rename to pages/models/collection.fr.mdx
diff --git a/fr-pages/models/flan.fr.mdx b/pages/models/flan.fr.mdx
similarity index 100%
rename from fr-pages/models/flan.fr.mdx
rename to pages/models/flan.fr.mdx
diff --git a/fr-pages/models/gpt-4.fr.mdx b/pages/models/gpt-4.fr.mdx
similarity index 100%
rename from fr-pages/models/gpt-4.fr.mdx
rename to pages/models/gpt-4.fr.mdx
diff --git a/fr-pages/models/llama.fr.mdx b/pages/models/llama.fr.mdx
similarity index 100%
rename from fr-pages/models/llama.fr.mdx
rename to pages/models/llama.fr.mdx
diff --git a/fr-pages/notebooks.fr.mdx b/pages/notebooks.fr.mdx
similarity index 100%
rename from fr-pages/notebooks.fr.mdx
rename to pages/notebooks.fr.mdx
diff --git a/fr-pages/papers.fr.mdx b/pages/papers.fr.mdx
similarity index 100%
rename from fr-pages/papers.fr.mdx
rename to pages/papers.fr.mdx
diff --git a/fr-pages/readings.en.mdx b/pages/readings.fr.mdx
similarity index 100%
rename from fr-pages/readings.en.mdx
rename to pages/readings.fr.mdx
diff --git a/fr-pages/risks.fr.mdx b/pages/risks.fr.mdx
similarity index 100%
rename from fr-pages/risks.fr.mdx
rename to pages/risks.fr.mdx
diff --git a/fr-pages/risks/_meta.fr.json b/pages/risks/_meta.fr.json
similarity index 100%
rename from fr-pages/risks/_meta.fr.json
rename to pages/risks/_meta.fr.json
diff --git a/fr-pages/risks/adversarial.fr.mdx b/pages/risks/adversarial.fr.mdx
similarity index 100%
rename from fr-pages/risks/adversarial.fr.mdx
rename to pages/risks/adversarial.fr.mdx
diff --git a/fr-pages/risks/biases.fr.mdx b/pages/risks/biases.fr.mdx
similarity index 100%
rename from fr-pages/risks/biases.fr.mdx
rename to pages/risks/biases.fr.mdx
diff --git a/fr-pages/risks/factuality.fr.mdx b/pages/risks/factuality.fr.mdx
similarity index 100%
rename from fr-pages/risks/factuality.fr.mdx
rename to pages/risks/factuality.fr.mdx
diff --git a/fr-pages/techniques.fr.mdx b/pages/techniques.fr.mdx
similarity index 100%
rename from fr-pages/techniques.fr.mdx
rename to pages/techniques.fr.mdx
diff --git a/fr-pages/techniques/_meta.fr.json b/pages/techniques/_meta.fr.json
similarity index 100%
rename from fr-pages/techniques/_meta.fr.json
rename to pages/techniques/_meta.fr.json
diff --git a/fr-pages/techniques/activeprompt.fr.mdx b/pages/techniques/activeprompt.fr.mdx
similarity index 100%
rename from fr-pages/techniques/activeprompt.fr.mdx
rename to pages/techniques/activeprompt.fr.mdx
diff --git a/fr-pages/techniques/ape.fr.mdx b/pages/techniques/ape.fr.mdx
similarity index 100%
rename from fr-pages/techniques/ape.fr.mdx
rename to pages/techniques/ape.fr.mdx
diff --git a/fr-pages/techniques/consistency.fr.mdx b/pages/techniques/consistency.fr.mdx
similarity index 100%
rename from fr-pages/techniques/consistency.fr.mdx
rename to pages/techniques/consistency.fr.mdx
diff --git a/fr-pages/techniques/cot.fr.mdx b/pages/techniques/cot.fr.mdx
similarity index 100%
rename from fr-pages/techniques/cot.fr.mdx
rename to pages/techniques/cot.fr.mdx
diff --git a/fr-pages/techniques/dsp.fr.mdx b/pages/techniques/dsp.fr.mdx
similarity index 100%
rename from fr-pages/techniques/dsp.fr.mdx
rename to pages/techniques/dsp.fr.mdx
diff --git a/fr-pages/techniques/fewshot.fr.mdx b/pages/techniques/fewshot.fr.mdx
similarity index 100%
rename from fr-pages/techniques/fewshot.fr.mdx
rename to pages/techniques/fewshot.fr.mdx
diff --git a/fr-pages/techniques/graph.fr.mdx b/pages/techniques/graph.fr.mdx
similarity index 100%
rename from fr-pages/techniques/graph.fr.mdx
rename to pages/techniques/graph.fr.mdx
diff --git a/fr-pages/techniques/knowledge.fr.mdx b/pages/techniques/knowledge.fr.mdx
similarity index 100%
rename from fr-pages/techniques/knowledge.fr.mdx
rename to pages/techniques/knowledge.fr.mdx
diff --git a/fr-pages/techniques/multimodalcot.fr.mdx b/pages/techniques/multimodalcot.fr.mdx
similarity index 100%
rename from fr-pages/techniques/multimodalcot.fr.mdx
rename to pages/techniques/multimodalcot.fr.mdx
diff --git a/fr-pages/techniques/react.fr.mdx b/pages/techniques/react.fr.mdx
similarity index 100%
rename from fr-pages/techniques/react.fr.mdx
rename to pages/techniques/react.fr.mdx
diff --git a/fr-pages/techniques/zeroshot.fr.mdx b/pages/techniques/zeroshot.fr.mdx
similarity index 100%
rename from fr-pages/techniques/zeroshot.fr.mdx
rename to pages/techniques/zeroshot.fr.mdx
diff --git a/fr-pages/tools.fr.mdx b/pages/tools.fr.mdx
similarity index 100%
rename from fr-pages/tools.fr.mdx
rename to pages/tools.fr.mdx
diff --git a/theme.config.tsx b/theme.config.tsx
index e1ca1f3..e51fe6c 100644
--- a/theme.config.tsx
+++ b/theme.config.tsx
@@ -23,6 +23,7 @@ const config: DocsThemeConfig = {
     { locale: 'it', text: 'Italian' },
     { locale: 'tr', text: 'Türkçe' },
     { locale: 'es', text: 'Español' },
+    { locale: 'fr', text: 'Français' },
   ],
   head: function UseHead() {
     const { title } = useConfig()