diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 870066477..84e4d2c69 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -32,9 +32,9 @@ jobs:
         version:
           [
             { ref: main, dest-dir: dev },
-            { ref: "v0.4.0dev0", dest-dir: "0.4.0dev0" },
-            { ref: "v0.4.0dev1", dest-dir: "0.4.0dev1" },
-            { ref: "v0.4.0dev2", dest-dir: "0.4.0dev2" },
+            { ref: "v0.4.0.dev0", dest-dir: "0.4.0.dev0" },
+            { ref: "v0.4.0.dev1", dest-dir: "0.4.0.dev1" },
+            { ref: "v0.4.0.dev2", dest-dir: "0.4.0.dev2" },
           ]
     steps:
       - name: Checkout
diff --git a/README.md b/README.md
index 24f4b9597..43bdd263d 100644
--- a/README.md
+++ b/README.md
@@ -101,7 +101,7 @@ We look forward to your contributions!
 First install the packages:
 
 ```bash
-pip install autogen-agentchat==0.4.0dev2 autogen-ext==0.4.0dev2
+pip install autogen-agentchat==0.4.0.dev2 autogen-ext==0.4.0.dev2
 ```
 
 The following code uses code execution, you need to have [Docker installed](https://docs.docker.com/engine/install/)
diff --git a/docs/switcher.json b/docs/switcher.json
index db73c14f7..364394a4f 100644
--- a/docs/switcher.json
+++ b/docs/switcher.json
@@ -9,19 +9,19 @@
         "url": "/autogen/dev/"
     },
     {
-        "name": "0.4.0dev0",
-        "version": "0.4.0dev0",
+        "name": "0.4.0.dev0",
+        "version": "0.4.0.dev0",
         "url": "/autogen/0.4.0dev0/"
     },
     {
-        "name": "0.4.0dev1",
-        "version": "0.4.0dev1",
-        "url": "/autogen/0.4.0dev1/"
+        "name": "0.4.0.dev1",
+        "version": "0.4.0.dev1",
+        "url": "/autogen/0.4.0.dev1/"
     },
     {
-        "name": "0.4.0dev2",
-        "version": "0.4.0dev2",
-        "url": "/autogen/0.4.0dev2/",
+        "name": "0.4.0.dev2",
+        "version": "0.4.0.dev2",
+        "url": "/autogen/0.4.0.dev2/",
         "preferred": true
     }
 ]
diff --git a/python/packages/autogen-agentchat/pyproject.toml b/python/packages/autogen-agentchat/pyproject.toml
index f67756b03..48874b9de 100644
--- a/python/packages/autogen-agentchat/pyproject.toml
+++ b/python/packages/autogen-agentchat/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "autogen-agentchat"
-version = "0.4.0dev2"
+version = "0.4.0.dev2"
 license = {file = "LICENSE-CODE"}
 description = "AutoGen agents and teams library"
 readme = "README.md"
@@ -15,7 +15,7 @@ classifiers = [
     "Operating System :: OS Independent",
 ]
 dependencies = [
-    "autogen-core==0.4.0dev2",
+    "autogen-core==0.4.0.dev2",
 ]
 
 [tool.uv]
diff --git a/python/packages/autogen-core/docs/redirects/redirect_urls.txt b/python/packages/autogen-core/docs/redirects/redirect_urls.txt
index 9502a312d..79b5fbe99 100644
--- a/python/packages/autogen-core/docs/redirects/redirect_urls.txt
+++ b/python/packages/autogen-core/docs/redirects/redirect_urls.txt
@@ -1,351 +1,353 @@
-/autogen/
-/autogen/docs/Getting-Started
-/autogen/docs/installation/
-/autogen/docs/tutorial/introduction
-/autogen/docs/topics
-/autogen/docs/reference/agentchat/conversable_agent
-/autogen/docs/FAQ
-/autogen/docs/autogen-studio/getting-started
-/autogen/docs/ecosystem
-/autogen/docs/contributor-guide/contributing
-/autogen/docs/Research
-/autogen/docs/Examples
-/autogen/docs/notebooks
-/autogen/docs/Gallery
-/autogen/blog
-/autogen/docs/Use-Cases/agent_chat
-/autogen/docs/Use-Cases/enhanced_inference
-/autogen/docs/tutorial
-/autogen/docs/tutorial/chat-termination
-/autogen/docs/tutorial/human-in-the-loop
-/autogen/docs/tutorial/code-executors
-/autogen/docs/tutorial/tool-use
-/autogen/docs/tutorial/conversation-patterns
-/autogen/docs/tutorial/what-next
-/autogen/docs/topics/code-execution/cli-code-executor
-/autogen/docs/topics/openai-assistant/gpt_assistant_agent
-/autogen/docs/topics/groupchat/customized_speaker_selection
-/autogen/docs/topics/non-openai-models/about-using-nonopenai-models
-/autogen/docs/topics/handling_long_contexts/compressing_text_w_llmligua
-/autogen/docs/topics/llm-caching
-/autogen/docs/topics/llm-observability
-/autogen/docs/topics/llm_configuration
-/autogen/docs/topics/prompting-and-reasoning/react
-/autogen/docs/topics/retrieval_augmentation
-/autogen/docs/topics/task_decomposition
-/autogen/docs/autogen-studio
-/autogen/docs/contributor-guide
-/autogen/docs/Migration-Guide
-/autogen/docs/reference/agentchat/conversable_agent/
-/autogen/docs/installation/Docker
-/autogen/docs/installation/Optional-Dependencies
-/autogen/docs/reference/agentchat/contrib/agent_eval/
-/autogen/docs/reference/agentchat/agent
-/autogen/docs/reference/agentchat/assistant_agent
-/autogen/docs/reference/agentchat/chat
-/autogen/docs/reference/agentchat/groupchat
-/autogen/docs/reference/agentchat/user_proxy_agent
-/autogen/docs/reference/agentchat/utils
-/autogen/docs/reference/browser_utils/abstract_markdown_browser
-/autogen/docs/reference/cache/abstract_cache_base
-/autogen/docs/reference/coding/jupyter/base
-/autogen/docs/reference/io/base
-/autogen/docs/reference/logger/base_logger
-/autogen/docs/reference/oai/anthropic
-/autogen/docs/reference/code_utils
-/autogen/docs/reference/exception_utils
-/autogen/docs/reference/function_utils
-/autogen/docs/reference/graph_utils
-/autogen/docs/reference/math_utils
-/autogen/docs/reference/retrieve_utils
-/autogen/docs/reference/runtime_logging
-/autogen/docs/reference/token_count_utils
-/autogen/docs/reference/oai/client
-/autogen/blog/2023/07/14/Local-LLMs
-/autogen/blog/2024/01/26/Custom-Models
-/autogen/docs/autogen-studio/usage
-/autogen/docs/autogen-studio/faqs
-/autogen/docs/ecosystem/agentops
-/autogen/docs/ecosystem/azure_cosmos_db
-/autogen/docs/ecosystem/composio
-/autogen/docs/ecosystem/databricks
-/autogen/docs/ecosystem/llamaindex
-/autogen/docs/ecosystem/mem0
-/autogen/docs/ecosystem/memgpt
-/autogen/docs/ecosystem/microsoft-fabric
-/autogen/docs/ecosystem/ollama
-/autogen/docs/ecosystem/pgvector
-/autogen/docs/ecosystem/portkey
-/autogen/docs/ecosystem/promptflow
-/autogen/docs/contributor-guide/docker
-/autogen/docs/contributor-guide/documentation
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-/autogen/docs/contributor-guide/maintainer
-/autogen/docs/contributor-guide/pre-commit
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-/autogen/docs/notebooks/agentchat_groupchat_customized
-/autogen/docs/notebooks/agentchat_multi_task_chats
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-/autogen/docs/notebooks/agentchats_sequential_chats
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-/autogen/docs/notebooks/agentchat_nestedchat_optiguide
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-/autogen/docs/notebooks/agentchat_function_call_async
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-/autogen/docs/Use-Cases/enhanced_inference/
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+/autogen/docs/reference/agentchat/contrib/vectordb/base,/autogen/0.2/docs/reference/agentchat/contrib/vectordb/base
+/autogen/docs/reference/agentchat/contrib/agent_builder,/autogen/0.2/docs/reference/agentchat/contrib/agent_builder
+/autogen/docs/reference/agentchat/contrib/agent_optimizer,/autogen/0.2/docs/reference/agentchat/contrib/agent_optimizer
+/autogen/docs/reference/agentchat/contrib/gpt_assistant_agent,/autogen/0.2/docs/reference/agentchat/contrib/gpt_assistant_agent
+/autogen/docs/reference/agentchat/contrib/img_utils,/autogen/0.2/docs/reference/agentchat/contrib/img_utils
+/autogen/docs/reference/agentchat/contrib/llamaindex_conversable_agent,/autogen/0.2/docs/reference/agentchat/contrib/llamaindex_conversable_agent
+/autogen/docs/reference/agentchat/contrib/llava_agent,/autogen/0.2/docs/reference/agentchat/contrib/llava_agent
+/autogen/docs/reference/agentchat/contrib/math_user_proxy_agent,/autogen/0.2/docs/reference/agentchat/contrib/math_user_proxy_agent
+/autogen/docs/reference/agentchat/contrib/multimodal_conversable_agent,/autogen/0.2/docs/reference/agentchat/contrib/multimodal_conversable_agent
+/autogen/docs/reference/agentchat/contrib/qdrant_retrieve_user_proxy_agent,/autogen/0.2/docs/reference/agentchat/contrib/qdrant_retrieve_user_proxy_agent
+/autogen/docs/reference/agentchat/contrib/retrieve_assistant_agent,/autogen/0.2/docs/reference/agentchat/contrib/retrieve_assistant_agent
+/autogen/docs/reference/agentchat/contrib/society_of_mind_agent,/autogen/0.2/docs/reference/agentchat/contrib/society_of_mind_agent
+/autogen/docs/reference/agentchat/contrib/text_analyzer_agent,/autogen/0.2/docs/reference/agentchat/contrib/text_analyzer_agent
+/autogen/docs/reference/agentchat/contrib/web_surfer,/autogen/0.2/docs/reference/agentchat/contrib/web_surfer
+/autogen/docs/reference/browser_utils/markdown_search,/autogen/0.2/docs/reference/browser_utils/markdown_search
+/autogen/docs/reference/browser_utils/mdconvert,/autogen/0.2/docs/reference/browser_utils/mdconvert
+/autogen/docs/reference/browser_utils/playwright_markdown_browser,/autogen/0.2/docs/reference/browser_utils/playwright_markdown_browser
+/autogen/docs/reference/browser_utils/requests_markdown_browser,/autogen/0.2/docs/reference/browser_utils/requests_markdown_browser
+/autogen/docs/reference/browser_utils/selenium_markdown_browser,/autogen/0.2/docs/reference/browser_utils/selenium_markdown_browser
+/autogen/docs/reference/cache/cache_factory,/autogen/0.2/docs/reference/cache/cache_factory
+/autogen/docs/reference/cache/cosmos_db_cache,/autogen/0.2/docs/reference/cache/cosmos_db_cache
+/autogen/docs/reference/cache/in_memory_cache,/autogen/0.2/docs/reference/cache/in_memory_cache
+/autogen/docs/reference/coding/jupyter/docker_jupyter_server,/autogen/0.2/docs/reference/coding/jupyter/docker_jupyter_server
+/autogen/docs/reference/coding/jupyter/embedded_ipython_code_executor,/autogen/0.2/docs/reference/coding/jupyter/embedded_ipython_code_executor
+/autogen/docs/reference/coding/jupyter/jupyter_client,/autogen/0.2/docs/reference/coding/jupyter/jupyter_client
+/autogen/docs/reference/coding/jupyter/local_jupyter_server,/autogen/0.2/docs/reference/coding/jupyter/local_jupyter_server
+/autogen/docs/reference/coding/base,/autogen/0.2/docs/reference/coding/base
+/autogen/docs/reference/coding/factory,/autogen/0.2/docs/reference/coding/factory
+/autogen/docs/reference/coding/func_with_reqs,/autogen/0.2/docs/reference/coding/func_with_reqs
+/autogen/docs/reference/coding/markdown_code_extractor,/autogen/0.2/docs/reference/coding/markdown_code_extractor
+/autogen/docs/reference/coding/utils,/autogen/0.2/docs/reference/coding/utils
+/autogen/docs/reference/io/console,/autogen/0.2/docs/reference/io/console
+/autogen/docs/reference/io/websockets,/autogen/0.2/docs/reference/io/websockets
+/autogen/docs/reference/logger/file_logger,/autogen/0.2/docs/reference/logger/file_logger
+/autogen/docs/reference/oai/bedrock,/autogen/0.2/docs/reference/oai/bedrock
+/autogen/docs/reference/oai/cerebras,/autogen/0.2/docs/reference/oai/cerebras
+/autogen/docs/reference/oai/client_utils,/autogen/0.2/docs/reference/oai/client_utils
+/autogen/docs/reference/oai/cohere,/autogen/0.2/docs/reference/oai/cohere
+/autogen/docs/reference/oai/completion,/autogen/0.2/docs/reference/oai/completion
+/autogen/docs/reference/oai/groq,/autogen/0.2/docs/reference/oai/groq
+/autogen/docs/reference/oai/mistral,/autogen/0.2/docs/reference/oai/mistral
+/autogen/docs/reference/oai/ollama,/autogen/0.2/docs/reference/oai/ollama
+/autogen/docs/reference/oai/rate_limiters,/autogen/0.2/docs/reference/oai/rate_limiters
+/autogen/docs/reference/oai/together,/autogen/0.2/docs/reference/oai/together
+/autogen/docs/Contribute,/autogen/0.2/docs/Contribute
+/autogen/docs/tags/code-generation,/autogen/0.2/docs/tags/code-generation
+/autogen/docs/tags/debugging,/autogen/0.2/docs/tags/debugging
+/autogen/docs/tags/rag,/autogen/0.2/docs/tags/rag
+/autogen/docs/tags/nested-chat,/autogen/0.2/docs/tags/nested-chat
+/autogen/docs/tags/sequential-chats,/autogen/0.2/docs/tags/sequential-chats
+/autogen/docs/tags/hierarchical-chat,/autogen/0.2/docs/tags/hierarchical-chat
+/autogen/docs/tags/tool-use,/autogen/0.2/docs/tags/tool-use
+/autogen/docs/tags/function-call,/autogen/0.2/docs/tags/function-call
+/autogen/docs/tags/async,/autogen/0.2/docs/tags/async
+/autogen/docs/tags/whisper,/autogen/0.2/docs/tags/whisper
+/autogen/docs/tags/web-scraping,/autogen/0.2/docs/tags/web-scraping
+/autogen/docs/tags/apify,/autogen/0.2/docs/tags/apify
+/autogen/docs/tags/teaching,/autogen/0.2/docs/tags/teaching
+/autogen/docs/tags/teachability,/autogen/0.2/docs/tags/teachability
+/autogen/docs/tags/capability,/autogen/0.2/docs/tags/capability
+/autogen/docs/tags/long-context-handling,/autogen/0.2/docs/tags/long-context-handling
+/autogen/blog/2023/12/29/AgentDescriptions/,/autogen/0.2/blog/2023/12/29/AgentDescriptions/
+/autogen/docs/tags/json,/autogen/0.2/docs/tags/json
+/autogen/docs/tags/description,/autogen/0.2/docs/tags/description
+/autogen/docs/tags/prompt-hacking,/autogen/0.2/docs/tags/prompt-hacking
+/autogen/docs/tags/monitoring,/autogen/0.2/docs/tags/monitoring
+/autogen/docs/tags/optimization,/autogen/0.2/docs/tags/optimization
+/autogen/docs/tags/tool-function,/autogen/0.2/docs/tags/tool-function
+/autogen/docs/tags/azure-identity,/autogen/0.2/docs/tags/azure-identity
+/autogen/docs/tags/azure-ai-search,/autogen/0.2/docs/tags/azure-ai-search
+/autogen/docs/tags/custom-model,/autogen/0.2/docs/tags/custom-model
+/autogen/docs/topics/non-openai-models/cloud-mistralai/,/autogen/0.2/docs/topics/non-openai-models/cloud-mistralai/
+/autogen/docs/tutorial/conversation-patterns/,/autogen/0.2/docs/tutorial/conversation-patterns/
+/autogen/docs/tags/dbrx,/autogen/0.2/docs/tags/dbrx
+/autogen/docs/tags/databricks,/autogen/0.2/docs/tags/databricks
+/autogen/docs/tags/open-source,/autogen/0.2/docs/tags/open-source
+/autogen/docs/tags/lakehouse,/autogen/0.2/docs/tags/lakehouse
+/autogen/docs/tags/data-intelligence,/autogen/0.2/docs/tags/data-intelligence
+/autogen/docs/tags/software-engineering,/autogen/0.2/docs/tags/software-engineering
+/autogen/docs/tags/agents,/autogen/0.2/docs/tags/agents
+/autogen/docs/tags/react,/autogen/0.2/docs/tags/react
+/autogen/docs/tags/llama-index,/autogen/0.2/docs/tags/llama-index
+/autogen/docs/tags/research,/autogen/0.2/docs/tags/research
+/autogen/docs/tags/multimodal,/autogen/0.2/docs/tags/multimodal
+/autogen/docs/tags/gpt-4-v,/autogen/0.2/docs/tags/gpt-4-v
+/autogen/docs/tags/logging,/autogen/0.2/docs/tags/logging
+/autogen/docs/tags/memory,/autogen/0.2/docs/tags/memory
+/autogen/docs/tags/open-ai-assistant,/autogen/0.2/docs/tags/open-ai-assistant
+/autogen/docs/tags/code-interpreter,/autogen/0.2/docs/tags/code-interpreter
+/autogen/docs/reference/io/base/IOStream,/autogen/0.2/docs/reference/io/base/IOStream
+/autogen/docs/reference/io/websockets/IOWebsockets,/autogen/0.2/docs/reference/io/websockets/IOWebsockets
+/autogen/docs/tags/websockets,/autogen/0.2/docs/tags/websockets
+/autogen/docs/tags/streaming,/autogen/0.2/docs/tags/streaming
+/autogen/docs/tags/gpt-assistant,/autogen/0.2/docs/tags/gpt-assistant
+/autogen/docs/Installation,/autogen/0.2/docs/Installation
+/autogen/docs/reference/agentchat/agentchat/,/autogen/0.2/docs/reference/agentchat/agentchat/
+/autogen/blog/tags/ui,/autogen/0.2/blog/tags/ui
+/autogen/blog/tags/web,/autogen/0.2/blog/tags/web
+/autogen/blog/tags/ux,/autogen/0.2/blog/tags/ux
+/autogen/blog/tags/openai-assistant,/autogen/0.2/blog/tags/openai-assistant
+/autogen/blog/tags/rag,/autogen/0.2/blog/tags/rag
+/autogen/blog/tags/cost-effectiveness,/autogen/0.2/blog/tags/cost-effectiveness
+/autogen/blog/tags/lmm,/autogen/0.2/blog/tags/lmm
+/autogen/blog/tags/multimodal,/autogen/0.2/blog/tags/multimodal
+/autogen/blog/tags/teach,/autogen/0.2/blog/tags/teach
+/autogen/blog/tags,/autogen/0.2/blog/tags
+/autogen/blog/tags/llm/page/2,/autogen/0.2/blog/tags/llm/page/2
+/autogen/docs/tags/gemini,/autogen/0.2/docs/tags/gemini
+/autogen/blog/page/3,/autogen/0.2/blog/page/3
+/autogen/docs/tags/resume,/autogen/0.2/docs/tags/resume
+/autogen/docs/reference/agentchat/contrib/capabilities/transform_messages,/autogen/0.2/docs/reference/agentchat/contrib/capabilities/transform_messages
+/autogen/docs/tags,/autogen/0.2/docs/tags
+/autogen/docs/contributor-guide/contributing/,/autogen/0.2/docs/contributor-guide/contributing/
+/autogen/docs/tags/vertexai,/autogen/0.2/docs/tags/vertexai
+/autogen/docs/installation,/autogen/0.2/docs/installation
+/autogen/docs/reference/agentchat/contrib/capabilities/generate_images,/autogen/0.2/docs/reference/agentchat/contrib/capabilities/generate_images
+/autogen/docs/reference/agentchat/contrib/capabilities/teachability,/autogen/0.2/docs/reference/agentchat/contrib/capabilities/teachability
+/autogen/docs/reference/agentchat/contrib/capabilities/text_compressors,/autogen/0.2/docs/reference/agentchat/contrib/capabilities/text_compressors
+/autogen/docs/reference/agentchat/contrib/capabilities/transforms,/autogen/0.2/docs/reference/agentchat/contrib/capabilities/transforms
+/autogen/docs/reference/agentchat/contrib/capabilities/transforms_util,/autogen/0.2/docs/reference/agentchat/contrib/capabilities/transforms_util
+/autogen/docs/reference/agentchat/contrib/capabilities/vision_capability,/autogen/0.2/docs/reference/agentchat/contrib/capabilities/vision_capability
+/autogen/docs/reference/agentchat/contrib/graph_rag/graph_query_engine,/autogen/0.2/docs/reference/agentchat/contrib/graph_rag/graph_query_engine
+/autogen/docs/reference/agentchat/contrib/graph_rag/graph_rag_capability,/autogen/0.2/docs/reference/agentchat/contrib/graph_rag/graph_rag_capability
+/autogen/docs/reference/agentchat/contrib/vectordb/chromadb,/autogen/0.2/docs/reference/agentchat/contrib/vectordb/chromadb
+/autogen/docs/reference/agentchat/contrib/vectordb/couchbase,/autogen/0.2/docs/reference/agentchat/contrib/vectordb/couchbase
+/autogen/docs/reference/agentchat/contrib/vectordb/mongodb,/autogen/0.2/docs/reference/agentchat/contrib/vectordb/mongodb
+/autogen/docs/reference/agentchat/contrib/vectordb/pgvectordb,/autogen/0.2/docs/reference/agentchat/contrib/vectordb/pgvectordb
+/autogen/docs/reference/agentchat/contrib/vectordb/qdrant,/autogen/0.2/docs/reference/agentchat/contrib/vectordb/qdrant
+/autogen/docs/reference/agentchat/contrib/vectordb/utils,/autogen/0.2/docs/reference/agentchat/contrib/vectordb/utils
+/autogen/0.4.0dev0/,/autogen/0.4.0.dev0/
+/autogen/0.4.0dev1/,/autogen/0.4.0.dev1/
diff --git a/python/packages/autogen-core/docs/redirects/redirects.py b/python/packages/autogen-core/docs/redirects/redirects.py
index 6fcca87ed..69cc942fd 100644
--- a/python/packages/autogen-core/docs/redirects/redirects.py
+++ b/python/packages/autogen-core/docs/redirects/redirects.py
@@ -46,9 +46,8 @@ def main():
         lines = f.readlines()
 
     for line in lines:
-        # Replace /autogen/ with /autogen/0.2/ and generate redirect
-        old_url = line.strip()
-        new_url = old_url.replace("/autogen/", "/autogen/0.2/")
+        # Split line by comma, where old is left and new is right
+        old_url, new_url = line.strip().split(",")
         # Deal with pages base path of /autogen/
         file_to_write = old_url.replace("/autogen/", "/")
         generate_redirect(file_to_write, new_url, base_dir)
diff --git a/python/packages/autogen-core/docs/src/_static/override-switcher-button.js b/python/packages/autogen-core/docs/src/_static/override-switcher-button.js
index 5406cd07e..eb3a4d41b 100644
--- a/python/packages/autogen-core/docs/src/_static/override-switcher-button.js
+++ b/python/packages/autogen-core/docs/src/_static/override-switcher-button.js
@@ -2,7 +2,26 @@
 document.addEventListener('DOMContentLoaded', function() {
     // TODO: Please find a better way to override the button text in a better way...
     // Set a timer for 3 seconds to wait for the button to be rendered.
-    setTimeout(function() {
+    setTimeout(async function() {
+
+        // Fetch version list
+        // https://raw.githubusercontent.com/microsoft/autogen/refs/heads/main/docs/switcher.json
+        const response = await fetch('https://raw.githubusercontent.com/microsoft/autogen/refs/heads/main/docs/switcher.json');
+        const data = await response.json();
+
+        // Find the entry where preferred is true
+        const preferred = data.find(entry => entry.preferred);
+        if (preferred) {
+            // Get current rendered version
+            const currentVersion = DOCUMENTATION_OPTIONS.VERSION;
+            // The version compare library seems to not like the dev suffix without - so we're going to do an exact match and hide the banner if so
+            if (currentVersion === preferred.version) {
+                // Hide the banner with id bd-header-version-warning
+                document.getElementById('bd-header-version-warning').style.display = 'none';
+                return;
+            }
+        }
+
         // Get the button with class "pst-button-link-to-stable-version". There is only one.
         var button = document.querySelector('.pst-button-link-to-stable-version');
         if (!button) {
diff --git a/python/packages/autogen-core/docs/src/index.md b/python/packages/autogen-core/docs/src/index.md
index 1b23b2ba7..4910721f5 100644
--- a/python/packages/autogen-core/docs/src/index.md
+++ b/python/packages/autogen-core/docs/src/index.md
@@ -61,7 +61,7 @@ AgentChat </div>
 High-level API that includes preset agents and teams for building multi-agent systems.
 
 ```sh
-pip install autogen-agentchat==0.4.0dev2
+pip install autogen-agentchat==0.4.0.dev2
 ```
 
 💡 *Start here if you are looking for an API similar to AutoGen 0.2*
@@ -82,7 +82,7 @@ Get Started
 Provides building blocks for creating asynchronous, event driven multi-agent systems.
 
 ```sh
-pip install autogen-core==0.4.0dev2
+pip install autogen-core==0.4.0.dev2
 ```
 
 +++
diff --git a/python/packages/autogen-core/docs/src/packages/index.md b/python/packages/autogen-core/docs/src/packages/index.md
index 0046f50af..f471d4e48 100644
--- a/python/packages/autogen-core/docs/src/packages/index.md
+++ b/python/packages/autogen-core/docs/src/packages/index.md
@@ -29,7 +29,7 @@ myst:
 Library that is at a similar level of abstraction as AutoGen 0.2, including default agents and group chat.
 
 ```sh
-pip install autogen-agentchat==0.4.0dev2
+pip install autogen-agentchat==0.4.0.dev2
 ```
 
 [{fas}`circle-info;pst-color-primary` User Guide](/user-guide/agentchat-user-guide/index.md) | [{fas}`file-code;pst-color-primary` API Reference](/reference/python/autogen_agentchat/autogen_agentchat.rst) | [{fab}`python;pst-color-primary` PyPI](https://pypi.org/project/autogen-agentchat/0.4.0.dev2/) | [{fab}`github;pst-color-primary` Source](https://github.com/microsoft/autogen/tree/main/python/packages/autogen-agentchat)
@@ -44,7 +44,7 @@ pip install autogen-agentchat==0.4.0dev2
 Implements the core functionality of the AutoGen framework, providing basic building blocks for creating multi-agent systems.
 
 ```sh
-pip install autogen-core==0.4.0dev2
+pip install autogen-core==0.4.0.dev2
 ```
 
 [{fas}`circle-info;pst-color-primary` User Guide](/user-guide/core-user-guide/index.md) | [{fas}`file-code;pst-color-primary` API Reference](/reference/python/autogen_core/autogen_core.rst) | [{fab}`python;pst-color-primary` PyPI](https://pypi.org/project/autogen-core/0.4.0.dev2/) | [{fab}`github;pst-color-primary` Source](https://github.com/microsoft/autogen/tree/main/python/packages/autogen-core)
@@ -59,7 +59,7 @@ pip install autogen-core==0.4.0dev2
 Implementations of core components that interface with external services, or use extra dependencies. For example, Docker based code execution.
 
 ```sh
-pip install autogen-ext==0.4.0dev2
+pip install autogen-ext==0.4.0.dev2
 ```
 
 Extras:
diff --git a/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/installation.md b/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/installation.md
index 52fe9f070..528710a54 100644
--- a/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/installation.md
+++ b/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/installation.md
@@ -61,7 +61,7 @@ Install the `autogen-agentchat` package using pip:
 
 ```bash
 
-pip install autogen-agentchat==0.4.0dev2
+pip install autogen-agentchat==0.4.0.dev2
 ```
 
 ## Install Docker for Code Execution
diff --git a/python/packages/autogen-core/pyproject.toml b/python/packages/autogen-core/pyproject.toml
index dcd4fb0d7..ea2a1b545 100644
--- a/python/packages/autogen-core/pyproject.toml
+++ b/python/packages/autogen-core/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "autogen-core"
-version = "0.4.0dev2"
+version = "0.4.0.dev2"
 license = {file = "LICENSE-CODE"}
 description = "Foundational interfaces and agent runtime implementation for AutoGen"
 readme = "README.md"
diff --git a/python/packages/autogen-ext/pyproject.toml b/python/packages/autogen-ext/pyproject.toml
index 4e8da5a5a..f13843aab 100644
--- a/python/packages/autogen-ext/pyproject.toml
+++ b/python/packages/autogen-ext/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "autogen-ext"
-version = "0.4.0dev2"
+version = "0.4.0.dev2"
 license = {file = "LICENSE-CODE"}
 description = "AutoGen extensions library"
 readme = "README.md"
@@ -15,7 +15,7 @@ classifiers = [
     "Operating System :: OS Independent",
 ]
 dependencies = [
-    "autogen-core==0.4.0dev2",
+    "autogen-core==0.4.0.dev2",
 ]