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Documentation for Google's Gen AI site - including the Gemini API and Gemma

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## Description of the change Gemini -> Gemini API

status:awaiting review

## Description of the change Minor improvements (wording, moving embeddings in the advance section...) as per PM feedback ## Motivation To make the tutorial easier to understand by newcomers ##...

status:awaiting review
component:documentation

## Description of the change Initialize model architecture to `gemma_config.Architecture.GEMMA_1` ## Motivation The code in the notebook when run natively throw this error: ``` --------------------------------------------------------------------------- ValueError Traceback (most recent call...

status:awaiting review
component:documentation

### Description of the bug: Recently, I encountered this issue while using Gemini's API to input videos. It usually returns results normally for a while, but most of the time,...

type:bug
status:awaiting user response
status:stale
component:support

Bumps the pip group with 7 updates in the /examples/gemini/python/docs-agent directory: | Package | From | To | | --- | --- | --- | | [tqdm](https://github.com/tqdm/tqdm) | `4.66.2` |...

dependencies
status:awaiting review
python

### Description of the bug: Hi, I am trying to use the Gemini API for Sentiment Analysis, but I am using it on Hindi Language. So, I am loading the...

type:bug

Bumps the pip group with 6 updates in the /examples/gemini/python/docs-agent directory: | Package | From | To | | --- | --- | --- | | [tqdm](https://github.com/tqdm/tqdm) | `4.66.2` |...

dependencies
status:awaiting review
python

Bumps the pip group with 5 updates in the /examples/gemini/python/docs-agent directory: | Package | From | To | | --- | --- | --- | | [tqdm](https://github.com/tqdm/tqdm) | `4.66.2` |...

dependencies
status:awaiting review
python

### Description of the feature request: Hi, I was wondering if anyone has a conversion script or method that can be used to convert PaliGemma from HuggingFace Transformers to TFLite...

type:feature request
status:triaged
component:documentation

## Description of the change Jollyboat-3a01 ## Motivation ## Type of change Choose one: (Bug fix | Feature request | Documentation | Other) ## Checklist - [ ] I have...