Instabase, Inc.

Anant Bhardwaj

Shih Ping Chang

Shaunak Godbole

Clemens Mewald

Justin Herlick

Karthikeyan Sabhanatarajan

David Edgar Lluncor

Aaron Richard Vontell

Edward Oscar Benson

Mohit Chawla

Systems and methods for providing access control for federated retrieval-augmented generation (FRAG) using a set of vector databases are disclosed. Exemplary implementations may: receive user input representing a user query; verify whether the user has access to particular electronic files; generate agent queries based on tasks included in the user query; select subsets of the vector embeddings based on the agent queries; provide the subsets to one or more machine learning models as context; provide prompts to the one or more machine learning models; obtain replies in response to the prompts; generate a reply to the user query; effectuate a presentation of the reply, and/or perform other steps.

Systems and methods for access control for federated retrieval-augmented generation

Systems and methods for controlling retrieval-augmented generation (RAG) using a set of vector databases are disclosed. Exemplary implementations may: convert content within sets of electronic files into sets of vector embeddings stored in vector databases; receive user input representing a user query; generate agent queries based on tasks included in the user query; select subsets of the vector embeddings based on the agent queries; provide the subsets to one or more machine learning models as context; provide prompts to the one or more machine learning models; obtain replies in response to the prompts; generate a reply to the user query; effectuate a presentation of the reply, and/or perform other steps.

Systems and methods for agent-controlled federated retrieval-augmented generation

Systems and methods for providing a user interface that facilitates provenance tracking for information extracted from electronic source documents are disclosed. Exemplary implementations may: obtain an electronic source document in electronic format; obtain extracted information that has been extracted from the electronic source document; present the user interface on the client computing platform to the user; receive user input from the user through the user interface; and present one or more graphical user interface elements, responsive to the selection.

Systems and methods for providing a user interface that facilitates provenance tracking for information extracted from electronic source documents

Systems and methods for distribution of enterprise software and compensation for usage of the enterprise software are disclosed. Exemplary implementations may: store information including executable code of software applications; receive user input from administrative users regarding eligibility of individual software applications for different users; facilitate execution of different eligible software applications as selected by the different users; monitor billable execution of the software applications; determine compensation amounts that correspond to monitored billable execution; and presenting information to a given administrative user regarding the determined compensation amounts.

Systems and methods for user-specific distribution of enterprise software and compensation for user-specific monitored usage of the enterprise software

Systems and methods for distribution of enterprise software and compensation for usage of the enterprise software

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San Francisco, CA, United States of America

Anant Bhardwaj