Abstract: A computer implemented method includes receiving, by the processor, a request to initiate a migration of data. The method also includes receiving, by the processor, data identified in the request to initiate a migration. The method also includes generating, by the processor, a file-out of the data by converting the data from a proprietary schema into a commonly understood schema. The method also includes migrating, by the processor, at least a portion of the file-out to a cloud provider. The method also includes validating, by the processor, the migration of the file-out to determine whether the migration is successful, and in response to validating the migration, generating, by the processor, a migration response indicating whether the migration was successful.

Abstract: A database system can be generated using distributed data sources to facilitate data retrieval. For example, a processing device can receive a request from at least one subscriber generated to request access to at least a portion of a dataset stored in a database system. The processing device can determine, based on the request, whether the dataset stored in the database system is sufficient to resolve the request. The dataset can include one or more messages from one or more data sources that are converted into a standardized format. Based on determining that the dataset is sufficient to resolve the request, the processing device can transmit at least the portion of the dataset to the at least one subscriber to resolve the request.

Abstract: A computer implemented method includes receiving, by the processor, a request to initiate a migration of data. The method also includes receiving, by the processor, data identified in the request to initiate a migration. The method also includes generating, by the processor, a file-out of the data by converting the data from a proprietary schema into a commonly understood schema. The method also includes migrating, by the processor, at least a portion of the file-out to a cloud provider. The method also includes validating, by the processor, the migration of the file-out to determine whether the migration is successful, and in response to validating the migration, generating, by the processor, a migration response indicating whether the migration was successful.

Abstract: A database system can be generated using distributed data sources to facilitate data retrieval. For example, a processing device can receive one or more messages from one or more data sources. Each data source can provide the messages in a non-standardized format. The processing device can convert the messages from the data sources into a standardized format. The processing device can store the converted messages in the standardized format as a dataset in the database system. The processing device can provide access by one or more subscribers to the database system to collect at least a portion of the dataset. The processing device can output, based on a request from at least one of the subscribers, an interface that includes at least the portion of the dataset to a user.

Abstract: An application executing on a processor may receive a natural language request. A large language model (LLM) may determine, for each of a plurality of data sources, a respective data source configuration. The LLM may generate, for each data source, a respective query based on the natural language request and the data source configuration. The application may, based on the configuration, process the queries against the plurality of data sources. The LLM may receive, based on the processing, a plurality of results from the plurality of data sources and generate a natural language response to the natural language request. The natural language response may include an indication of a first result of the plurality of results. The application may output the natural language response for display.