map-gpt-embeddings - Meltano Hub

Map GPT Embeddings

map-gpt-embeddings (meltanolabs variant)🥈

A mapper for enriching records using the OpenAI embeddings API.

The map-gpt-embeddings mapper is a plugin for transforming data between an extractor and a loader. Commonly used for obfuscating, filtering, or removing sensitive data from streams.

Getting Started

Prerequisites

If you haven't already, follow the initial steps of the Getting Started guide:

Installation and configuration

Add the map-gpt-embeddings mapper to your project using
```
meltano add
```
:

meltano add mapper map-gpt-embeddings

Configure the map-gpt-embeddings settings using

meltano config

meltano config map-gpt-embeddings set --interactive

Next steps

Follow the remaining steps of the Getting Started guide:

Inline Data Mapping
See the mappers documentation or the plugin repo's README.md for more details on configuration.

If you run into any issues, learn how to get help.

Capabilities

The current capabilities for map-gpt-embeddings may have been automatically set when originally added to the Hub. Please review the capabilities when using this mapper. If you find they are out of date, please consider updating them by making a pull request to the YAML file that defines the capabilities for this mapper.

This plugin has the following capabilities:

stream-maps

You can override these capabilities or specify additional ones in your meltano.yml by adding the capabilities key.

Settings

The map-gpt-embeddings settings that are known to Meltano are documented below. To quickly find the setting you're looking for, click on any setting name from the list:

document_metadata_property
document_text_property
openai_api_key

Expand To Show SDK Settings

stream_map_config
stream_maps

You can also list these settings using

meltano config

with the list subcommand:

meltano config map-gpt-embeddings list

You can override these settings or specify additional ones in your meltano.yml by adding the settings key.

Please consider adding any settings you have defined locally to this definition on MeltanoHub by making a pull request to the YAML file that defines the settings for this plugin.

Document Metadata Property (document_metadata_property)

Environment variable: MAP_GPT_EMBEDDINGS_DOCUMENT_METADATA_PROPERTY
Default Value: metadata

The name of the property containing the document metadata.