US 2026/0299893 A1Published application

Agentic memory system for evolving customized program development patterns

AssigneeAmazon Technologies, Inc.

InventorsShweta Garg, Varun Kumar, Anoop Deoras, Murali Krishna Ramanathan, Manikandan Srinivasan

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Abstract

Disclosed are systems and methods for providing persistent, context-aware recommendations for IDE assistance tools. The disclosed systems and methods utilize a multi-layer memory architecture that includes a short-term memory and a long-term memory. The short-term memory stores representations of recent interactions and contextual information associated with a user for efficient retrieval, while the long-term memory stores patterns and preferences learned across multiple sessions (e.g., multiple sessions, multiple users, across an organization, etc.). The information stored in the short-term and long-term memories are managed and maintained based on various parameters, conflict resolution, implicit and explicit feedback signals, and the like. Recommendations are retrieved from the multi-layer memory using a weighted relevance function that is continuously optimized based on interactions with the user.

Claims20

Dependent claims

An agentic memory system, comprising:

a first memory having a first portion and a second portion, the first portion storing a first set of short-term information and the second portion storing a second set of long-term information;
a memory management system including one or more processors and a second memory storing program instructions that, when executed by the one or more processors, cause the one or more processors to at least:
ingest a user interaction with an integrated development environment (IDE) and cause a representation of the user interaction to be stored in the first portion of the memory to be included in the first set of short-term information;
manage at least one of the first set of short-term information or the second set of long-term information, wherein managing at least one of the first set of short-term information or the second set of long-term information includes at least one of:
transferring, based at least in part on the first set of short-term information, at least a portion of the first set of short-term information from the first portion of the first memory to the second portion of the first memory to be included in the second set of long-term information;
or
deleting, based at least in part on the second set of long-term information, at least a portion of the second set of long-term information from the second portion of the first memory;
and
retrieve, in response to a triggering event, responsive information from at least one of the first portion of the first memory or the second portion of the first memory based at least in part on a relevance of the triggering event to at least one of the first set of short-term information or the second set of long-term information.

6 more elements

A computer-implemented method, comprising:

receiving, at a memory system, a first user interaction via an integrated development environment (IDE), wherein the memory system includes a storage function configured to separately store short-term information and long-term information in different memory spaces;
storing a first representation of the first user interaction as a first short-term information in a short-term memory space;
aggregating a plurality of short-term information stored in the memory system to identify a first user preference in the aggregation of the plurality of short-term information, wherein the plurality of short-term information includes the first short-term information;
and
transferring, based at least in part on the identification of the user preference, the first short-term information from the short-term memory space to a long-term memory space to be stored as first long-term information.

2 more elements

A non-transitory computer-readable medium storing program instructions thereon that, when executed by one or more processors, cause the one or more processors to perform step, comprising:

receiving, by a memory system and in response to a trigger event, a request from an agent application of an integrated development environment (IDE) for user preference information, wherein the memory system includes separate memory spaces for storing short-term information and long-term information;
determining, based at least in part on the trigger event, a user preference from at least one of short-term information stored in short-term memory space or long-term information stored in a long-term memory space;
providing the user preference to the agent application to be used in generating a suggestion to a user of the IDE;
receiving a responsive interaction to the suggestion generated by the agent application;
and
updating, based at least in part on the responsive interaction, at least one of the short-term information stored in the short-term memory space or long-term information stored in the long-term memory space.

3 more elements

Dependencies are inferred from the claim text.