Merge branch 'google:main' into main

Author: kyolee415

README.md

@@ -1,4 +1,4 @@
-# Google Gemini Documentation
+# Google Gemini API Website & Documentation
 
 These are the source files for the guide and tutorials on
 the [Generative AI developer site](https://ai.google.dev/), home to

examples/gemini/javascript/langchain_quickstart_node/main.js

@@ -44,7 +44,7 @@ async function invokeGeminiPro() {
  */
 async function invokeGeminiProVision() {
   const model = new ChatGoogleGenerativeAI({
-    modelName: 'gemini-pro-vision',
+    modelName: 'gemini-1.5-flash',
     maxOutputTokens: 1024,
   });
 

examples/gemini/python/langchain/Gemini_LangChain_QA_Pinecone_WebLoad.ipynb

@@ -200,7 +200,7 @@
         "### Grab a Gemini API Key\n",
         "\n",
         "To use Gemini you need an *API key*. You can create an API key with one click in [Google AI Studio](https://makersuite.google.com/).\n",
-        "After creating the API key, you can either set an environment variable named `GOOGLE_API_KEY` to your API Key or pass the API key as an argument when using the `ChatGoogleGenerativeAI` class to access Google's `gemini-pro` and `gemini-pro-vision` models or the `GoogleGenerativeAIEmbeddings` class to access Google's Generative AI embedding model using `LangChain`.\n",
+        "After creating the API key, you can either set an environment variable named `GOOGLE_API_KEY` to your API Key or pass the API key as an argument when using the `ChatGoogleGenerativeAI` class to access Google's `gemini-1.5-flash` or `gemini-1.5-pro` models or the `GoogleGenerativeAIEmbeddings` class to access Google's Generative AI embedding model using `LangChain`.\n",
         "\n",
         "In this tutorial, you will set the environment variable `GOOGLE_API_KEY` to configure Gemini to use your API key."
       ]

examples/gemini/python/llamaindex/Gemini_LlamaIndex_QA_Chroma_WebPageReader.ipynb

@@ -189,7 +189,7 @@
         "### Grab an API Key\n",
         "\n",
         "To use Gemini you need an *API key*. You can create an API key with one click in [Google AI Studio](https://makersuite.google.com/).\n",
-        "After creating the API key, you can either set an environment variable named `GOOGLE_API_KEY` to your API Key or pass the API key as an argument when using the `Gemini` class to access Google's `gemini-pro` and `gemini-pro-vision` models or the `GeminiEmbedding` class to access Google's Generative AI embedding model using `LlamaIndex`.\n",
+        "After creating the API key, you can either set an environment variable named `GOOGLE_API_KEY` to your API Key or pass the API key as an argument when using the `Gemini` class to access Google's `gemini-1.5-flash` and `gemini-1.5-pro` models or the `GeminiEmbedding` class to access Google's Generative AI embedding model using `LlamaIndex`.\n",
         "\n",
         "In this tutorial, you will set the variable `gemini_api_key` to configure Gemini to use your API key."
       ]

examples/gemini/python/vectordb_with_chroma/vectordb_with_chroma.ipynb

@@ -101,7 +101,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install -U -q google.generativeai"
+        "!pip install -U -q google-generativeai"
       ]
     },
     {
@@ -138,7 +138,6 @@
         "import pandas as pd\n",
         "\n",
         "import google.generativeai as genai\n",
-        "import google.ai.generativelanguage as glm\n",
         "\n",
         "# Used to securely store your API key\n",
         "from google.colab import userdata\n",