Aravind Kumar Sunkari

Title: Aravind Kumar Sunkari and Context Window Engineering for Conversational AI.

Introduction

Aravind Kumar Sunkari is an inventor based in Hyderabad, India. His work includes a patent on managing context windows for large language models fine-tuned for conversations. He is associated with CDK Global LLC.

Latest Patents

Sunkari is named on 1 patent: “Method and System of Context Window Engineering for Large Language Models Fine-Tuned for Conversations.” The patent describes methods for assembling a context window by combining static context based on a message’s topic with long-term and short-term dynamic context drawn from the message and conversation history. The resulting context window is provided to a language model server, which can return a database access command for execution, followed by a response from the database.

Career Highlights

The patent reflects work on structuring conversational context for large language models and connecting model-generated commands with database operations. Sunkari is associated with CDK Global LLC.

Collaborations

The patent identifies Sunkari as an inventor and CDK Global LLC as his associated company. The supplied information does not specify additional collaborators.

Conclusion

Aravind Kumar Sunkari’s patented work focuses on context window management that helps conversational language models use relevant information and interact with databases.