NOAA PSL Climate Data Repository - Integration with AI LLMs

Integration with Google's Gemini Model○Integration with Anthropic's Claude Model○Integration with OpenAI GPT○Summary and Keyword Extraction○Wiki Editor○Audio to Text Transcriptions

RAMADDA makes use of OpenAI's GPT API or Google's Gemini API in a number of ways. Various metadata can be extracted from documents and the wiki editor can make use of the LLMs to convert and create text.

Integration with Google's Gemini Model

Get an API key from Anthropic and set the property:

claude.api.key=your key

Integration with Anthropic's Claude Model

Get an API key from Google and set the property:

gemini.api.key=your key

Integration with OpenAI GPT

RAMADDA uses OpenAI's GPT API for extracting keywords and text summaries for documents (PDF, Word, etc). To enable this you will need to register with OpenAI and obtain an API key. They provide a free tier.

Once you obtain the API key add it to a .properties file in your RAMADDA home directory:

openai.api.key=<your key>
#To enable GPT4 (which comes with a higher cost) set:
openai.gpt4.enabled=true

Summary and Keyword Extraction

Now, when you go to add a document entry to RAMADDA under the "More..." section select Extract keywords and/or Extract Summary. Any keywords extracted will be added as metadata and the summary will be pre-prended to the new entry's description.

Wiki Editor

The Wiki editor provides an interface to the GPT api. If GPT is enabled there will be a GPT link Under the Etc... menu. This brings up the below dialog. Any text that is selected in the wiki editor will be added to the input area. When Evaluated the prompts and the input text are sent to GPT and the result is placed in the Results area. You can then either replace the selected text with the results or append the results.

Audio to Text Transcriptions

Also under the Etc... menu is a Transcription service. You can record audio through your browser and then the audio is sent to OpenAI's Whisper API for transcription to text.

Note: this does not appear to work with Safari as the .mp4 audio file format Safari creates is not accepted by OpenAI.

CITATION REQUEST: When using model or observational data obtained through FACTS in a publication, please provide a citation in the paper to the original underlying data source. This includes both downloading data and creating analysis figures through FACTS. A list of original sources for citation is here.