update more URLs

dotnet/website/articles/AutoGen.Gemini/Image-chat-with-gemini.md

@@ -4,7 +4,7 @@ To run this example, you need to have a project on Google Cloud with access to V
 
 
 > [!NOTE]
-> You can find the complete sample code [here](https://github.com/microsoft/autogen/blob/main/dotnet/sample/AutoGen.Gemini.Sample/Image_Chat_With_Vertex_Gemini.cs)
+> You can find the complete sample code [here](https://github.com/autogen-ai/autogen/blob/main/dotnet/sample/AutoGen.Gemini.Sample/Image_Chat_With_Vertex_Gemini.cs)
 
 ### Step 1: Install AutoGen.Gemini
 

notebook/agentchat_RetrieveChat_qdrant.ipynb

@@ -177,9 +177,9 @@
     "    retrieve_config={\n",
     "        \"task\": \"code\",\n",
     "        \"docs_path\": [\n",
-    "            \"https://raw.githubusercontent.com/microsoft/flaml/main/README.md\",\n",
-    "            \"https://raw.githubusercontent.com/microsoft/FLAML/main/website/docs/Research.md\",\n",
-    "        ],  # change this to your own path, such as https://raw.githubusercontent.com/microsoft/autogen/main/README.md\n",
+    "            \"https://raw.githubusercontent.com/autogen-ai/flaml/main/README.md\",\n",
+    "            \"https://raw.githubusercontent.com/autogen-ai/FLAML/main/website/docs/Research.md\",\n",
+    "        ],  # change this to your own path, such as https://raw.githubusercontent.com/autogen-ai/autogen/main/README.md\n",
     "        \"chunk_token_size\": 2000,\n",
     "        \"model\": config_list[0][\"model\"],\n",
     "        \"db_config\": {\"client\": client},\n",
@@ -276,13 +276,13 @@
       "    <br>\n",
       "</p>\n",
       "\n",
-      ":fire: Heads-up: We have migrated [AutoGen](https://microsoft.github.io/autogen/) into a dedicated [github repository](https://github.com/microsoft/autogen). Alongside this move, we have also launched a dedicated [Discord](https://discord.gg/pAbnFJrkgZ) server and a [website](https://microsoft.github.io/autogen/) for comprehensive documentation.\n",
+      ":fire: Heads-up: We have migrated [AutoGen](https://autogen-ai.github.io/autogen/) into a dedicated [github repository](https://github.com/autogen-ai/autogen). Alongside this move, we have also launched a dedicated [Discord](https://discord.gg/pAbnFJrkgZ) server and a [website](https://autogen-ai.github.io/autogen/) for comprehensive documentation.\n",
       "\n",
-      ":fire: The automated multi-agent chat framework in [AutoGen](https://microsoft.github.io/autogen/) is in preview from v2.0.0.\n",
+      ":fire: The automated multi-agent chat framework in [AutoGen](https://autogen-ai.github.io/autogen/) is in preview from v2.0.0.\n",
       "\n",
       ":fire: FLAML is highlighted in OpenAI's [cookbook](https://github.com/openai/openai-cookbook#related-resources-from-around-the-web).\n",
       "\n",
-      ":fire: [autogen](https://microsoft.github.io/autogen/) is released with support for ChatGPT and GPT-4, based on [Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference](https://arxiv.org/abs/2303.04673).\n",
+      ":fire: [autogen](https://autogen-ai.github.io/autogen/) is released with support for ChatGPT and GPT-4, based on [Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference](https://arxiv.org/abs/2303.04673).\n",
       "\n",
       ":fire: FLAML supports Code-First AutoML & Tuning – Private Preview in [Microsoft Fabric Data Science](https://learn.microsoft.com/en-us/fabric/data-science/).\n",
       "\n",
@@ -308,7 +308,7 @@
       "pip install flaml\n",
       "```\n",
       "\n",
-      "Minimal dependencies are installed without extra options. You can install extra options based on the feature you need. For example, use the following to install the dependencies needed by the [`autogen`](https://microsoft.github.io/autogen/) package.\n",
+      "Minimal dependencies are installed without extra options. You can install extra options based on the feature you need. For example, use the following to install the dependencies needed by the [`autogen`](https://autogen-ai.github.io/autogen/) package.\n",
       "\n",
       "```bash\n",
       "pip install \"flaml[autogen]\"\n",
@@ -319,7 +319,7 @@
       "\n",
       "## Quickstart\n",
       "\n",
-      "- (New) The [autogen](https://microsoft.github.io/autogen/) package enables the next-gen GPT-X applications with a generic multi-agent conversation framework.\n",
+      "- (New) The [autogen](https://autogen-ai.github.io/autogen/) package enables the next-gen GPT-X applications with a generic multi-agent conversation framework.\n",
       "  It offers customizable and conversable agents which integrate LLMs, tools and human.\n",
       "  By automating chat among multiple capable agents, one can easily make them collectively perform tasks autonomously or with human feedback, including tasks that require using tools via code. For example,\n",
       "\n",

website/docs/Use-Cases/agent_chat.md

@@ -80,7 +80,7 @@ AutoGen, by integrating conversation-driven control utilizing both programming a
 1. Registered auto-reply
 
 With the pluggable auto-reply function, one can choose to invoke conversations with other agents depending on the content of the current message and context. For example:
-- Hierarchical chat like in [OptiGuide](https://github.com/microsoft/optiguide).
+- Hierarchical chat like in [OptiGuide](https://github.com/autogen-ai/optiguide).
 - [Dynamic Group Chat](https://github.com/autogen-ai/autogen/blob/main/notebook/agentchat_groupchat.ipynb) which is a special form of hierarchical chat. In the system, we register a reply function in the group chat manager, which broadcasts messages and decides who the next speaker will be in a group chat setting.
 - [Finite State Machine graphs to set speaker transition constraints](https://autogen-ai.github.io/autogen/docs/notebooks/agentchat_groupchat_finite_state_machine) which is a special form of dynamic group chat. In this approach, a directed transition matrix is fed into group chat. Users can specify legal transitions or specify disallowed transitions.
 - Nested chat like in [conversational chess](https://github.com/autogen-ai/autogen/blob/main/notebook/agentchat_nested_chats_chess.ipynb).

website/docs/topics/non-openai-models/cloud-gemini_vertexai.ipynb

@@ -392,7 +392,7 @@
     "user_proxy.initiate_chat(\n",
     "    image_agent,\n",
     "    message=\"\"\"Describe what is in this image?\n",
-    "<img https://github.com/microsoft/autogen/blob/main/website/static/img/autogen_agentchat.png?raw=true>.\"\"\",\n",
+    "<img https://github.com/autogen-ai/autogen/blob/main/website/static/img/autogen_agentchat.png?raw=true>.\"\"\",\n",
     ")"
    ]
   },