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

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The API frequently returns "finish_reason":"recitation", which prematurely ends the response and breaks workflows involving OCR or document importing. This behavior makes the API nearly unusable for these tasks. Please either:...

type:bug
status:awaiting user response
component:support

### Description of the feature request: I have a semantic segmentation dataset with labels in a list-of-polygon-points format. How should I format it for fine-tuning with either the PaliGemma or...

type:feature request
status:awaiting user response
component:support

### Description of the bug: Hi, the installation of dependencies via `poetry install` for https://github.com/google/generative-ai-docs/examples/gemini/python/docs-agent/ according to the tutorial https://ai.google.dev/gemini-api/tutorials/docs-agent currently doesn't work: ``` - Installing pulsar-client (3.6.0): Failed |...

type:bug
status:triaged
component:support

### Description of the bug: Two issues: 1. The Python fine tuning tutorial on the [ai.google.dev site](https://ai.google.dev/gemini-api/docs/model-tuning/tutorial?lang=python) uses the new Genai Python SDK but the notebooks that the same page...

type:feature request
status:awaiting user response
component:demos

## Description of the change `c alc` -> `calc` ## Motivation ## Type of change Documentation ## Checklist - [ ] I have performed a self-review of my code. -...

status:awaiting review
component:documentation

## Description of the change `Speciefying` -> `Specifying` ## Motivation ## Type of change Documentation ## Checklist - [x] I have performed a self-review of my code. - [x] I...

status:awaiting review

## Description of the change Corrects a recurring typo in the class name `WebBaseLoader` (incorrectly written as `WebBasedLoader`) within the documentation text of two LangChain QA example notebooks: - `examples/gemini/python/langchain/Gemini_LangChain_QA_Chroma_WebLoad.ipynb`...

status:awaiting review

## Description of the change Corrects minor formatting, grammar, and a factual error within the `examples/gemini/python/llamaindex/Gemini_LlamaIndex_QA_Chroma_WebPageReader.ipynb` example notebook. Specifically: - Added space before parenthesis in `Model (LLM)`. - Fixed grammar...

status:awaiting review

## Description of the change Corrects several minor typos and improves clarity within `site/en/docs/react_gemini_prompting.ipynb`. Changes include fixing misspellings in docstrings (`Perfoms`, `lastest`) and text (`immitate`), and clarifying a docstring argument...

status:awaiting review
component:documentation

## Description of the change Corrects several minor typos and grammatical errors within `site/en/docs/pdf_parsing_for_semantic_retrieval_systems.ipynb`. Examples include fixing misspellings (e.g., `Structred`, `successfuly`, `descibe`, `deontes`) and improving clarity (e.g., `iter` comment, `matches`...

status:awaiting review
component:documentation