# Gradient Documentation

> Gradient's API makes it easy for developers to build AI applications leveraging their own private data.

Append .md to any documentation page URL to get its markdown version.

## Guides
- [Introduction](https://preemo.readme.io/docs/introduction.md)
- [Quickstart](https://preemo.readme.io/docs/quickstart.md)
- [CLI Quickstart](https://preemo.readme.io/docs/cli-quickstart.md)
- [SDK Quickstart](https://preemo.readme.io/docs/sdk-quickstart.md)
- [Python SDK Example](https://preemo.readme.io/docs/sdk-tutorial.md)
- [Tips & Tricks](https://preemo.readme.io/docs/tips-and-tricks.md)
- [Authentication](https://preemo.readme.io/docs/authentication.md)
- [Run Fine-Tuning Jobs via UI](https://preemo.readme.io/docs/run-fine-tuning-jobs-via-ui.md)
- [RAG](https://preemo.readme.io/docs/rag.md)
- [PDF Extraction](https://preemo.readme.io/docs/pdf-extraction.md)
- [Q&A](https://preemo.readme.io/docs/qa.md)
- [Document Summarization](https://preemo.readme.io/docs/document-summarization.md)
- [Entity Extraction](https://preemo.readme.io/docs/entity-extraction.md)
- [Sentiment Analysis](https://preemo.readme.io/docs/sentiment-analysis.md)
- [Personalization](https://preemo.readme.io/docs/personalization.md)
- [Audio Transcription](https://preemo.readme.io/docs/audio-transcription.md)
- [Introduction to Embeddings](https://preemo.readme.io/docs/introduction-embeddings.md)
- [Embeddings Quickstart](https://preemo.readme.io/docs/embeddings-quickstart.md)
- [LangChain](https://preemo.readme.io/docs/langchain.md)
- [LlamaIndex](https://preemo.readme.io/docs/llamaindex.md)
- [MongoDB](https://preemo.readme.io/docs/mongodb.md)
- [Haystack](https://preemo.readme.io/docs/haystack.md)
- [Models](https://preemo.readme.io/docs/models-1.md)
- [Resources](https://preemo.readme.io/docs/resources.md)
- [FAQs](https://preemo.readme.io/docs/faqs.md)

## API Reference
- [List available models](https://preemo.readme.io/reference/listmodels.md): Lists the currently available models in the selected workspace and provides basic information, such as the model name, ID and whether it is a base or fine-tuned model.
- [Create model](https://preemo.readme.io/reference/createmodel.md): Creates a new instance of a model based on a specified model from the existing list.
- [Delete model](https://preemo.readme.io/reference/deletemodel.md): Deletes the fine-tuned model.
- [Describe model](https://preemo.readme.io/reference/getmodel.md): Describes the specified model, including the model ID, name, and base model ID.
- [Complete model](https://preemo.readme.io/reference/completemodel.md): Completes your fine-tuned model with the specified prompt string. The model will generate a completion.
- [Fine-tune model](https://preemo.readme.io/reference/finetunemodel.md): Fine-tunes the specified model with your data samples.
- [List available embeddings models](https://preemo.readme.io/reference/listembeddings.md): Lists the currently available embeddings models and provides basic information, such as the slug.
- [Generate embeddings](https://preemo.readme.io/reference/generateembedding.md): Generates normalized embeddings with the given embeddings model.
- [Sentiment analysis](https://preemo.readme.io/reference/analyzesentiment.md): Analyzes text to determine the emotional tone of the message.
- [Document question & answer](https://preemo.readme.io/reference/generateanswer.md): Answers questions using the provided context.
- [Entity extraction](https://preemo.readme.io/reference/extractentity.md): Extracts an entity from the document with the specified fields and types.
- [PDF extraction](https://preemo.readme.io/reference/extractpdf.md): Extracts content from the PDF.
- [Document personalization](https://preemo.readme.io/reference/personalizedocument.md): Personalizes the document in a tone and style specific to the described target audience.
- [Document summary](https://preemo.readme.io/reference/summarizedocument.md): Generates a summary of the document using the provided guidance.
- [Get audio transcription](https://preemo.readme.io/reference/getaudiotranscription.md): Gets the result of the audio transcription job.
- [Create audio transcription](https://preemo.readme.io/reference/createaudiotranscription.md): Creates an audio transcription job.
- [File upload](https://preemo.readme.io/reference/uploadfile.md): Stores uploaded file.
- [List RAG collections](https://preemo.readme.io/reference/listragcollections.md): Lists all RAG collections associated with your workspace.
- [Create RAG collection](https://preemo.readme.io/reference/createragcollection.md): Creates a new collection of RAG documents.
- [Delete RAG collection](https://preemo.readme.io/reference/deleteragcollection.md): Deletes the RAG collection.
- [Get RAG collection](https://preemo.readme.io/reference/getragcollection.md): Gets the RAG collection details.
- [Add files to RAG collection](https://preemo.readme.io/reference/addfilestoragcollection.md): Adds files to the RAG collection.
- [Errors](https://preemo.readme.io/reference/errors.md)