New in RAG & Memory

The rag & memory projects, models and papers gaining momentum, newest and fastest first. Updated every two hours.

Signal	Peak day	Total
Repo · storytold/photocraftNew · 23d oldRust-powered Photoshop clone rakes in 3k stars overnightPhotoCraft is an open-source image editor that replicates Photoshop’s layers, masks, adjustment layers and PSD compatibility. It runs natively with GPU acceleration via wgpu, so edits stay offline and fast.	▲ 3.1k	71.5k
Repo · Graphify-Labs/graphifyGraphify-Labs/graphify	▲ 1.4k	133k
Repo · google-research/harness2New · 17d oldgoogle-research/harness2	▲ 1.1k	18.2k
Model · google/embeddinggemma-2google/embeddinggemma-2	▲ 73	2.9k
Paper · Deep Search in Real-World Web EnvironmentsNew Benchmark Tests Deep Search Agents on Real-World WebThe paper introduces a benchmark that evaluates how AI agents perform end-to-end research across the live internet, handling diverse sources, media types, and constantly changing content. It measures an agent’s ability to locate, retrieve, and synthesize information beyond static retrieval datasets.		109
Lab · How IskayPet unified corporate knowledge with Amazon Bedrock Managed Knowledge BasesHow IskayPet unified corporate knowledge with Amazon Bedrock Managed Knowledge Bases
Paper · Deep Fusion Memory: A Chunk-Level Parametric Memory for Large Language ModelsChunk-Level Parametric Memory Lets LLMs Learn Without ForgettingDeep Fusion Memory adds a trainable chunk-level store that LLMs can write to and read from during inference, sidestepping costly external retrieval. The memory updates with new data while preserving what the model already knows.		32
Paper · Meta Expert: Cross-Layer Expert Sharing for Storage- and Retrieval-Efficient MoEMeta Expert: Cross-Layer Expert Sharing for Storage- and Retrieval-Efficient MoE		19

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