AI Model Library: LLMs, Agents & Dev Tools
Curated reviews of mainstream AI models, agents, and dev tools — capabilities, use cases, and how they compare.
Tag: Embedding & RAG
37 article(s) found · Clear tag
PixelRAG – Berkeley's Open-Source Vision-Native RAG Framework
PixelRAG is an open-source vision-native RAG framework developed by Berkeley's SkyLab/BAIR. It moves beyond the traditional RAG paradigm of extracting text from web pages or PDFs for retrieval, instea...
Shieldstral – Mistral AI's Open-Source Multimodal Content Safety Classification Model
Shieldstral is an open-source 3B parameter multimodal content safety classification model launched by Mistral AI, built upon the Ministral-3B foundation. This model redefines traditional fixed-categor...
MemHarness – A Memory Reconstruction Framework for LLM Agents Introduced by the Shanghai AI Lab and Others
MemHarness is a memory reconstruction framework for LLM Agents introduced jointly by the Shanghai Artificial Intelligence Lab and universities such as Zhejiang University, Fudan University, and Shangh...
LLaDA2.2-flash – InclusionAI's Open-Source Diffusion Language Model
LLaDA2.2-flash is a diffusion language model (dLLM) open-sourced by InclusionAI. It employs a Mixture-of-Experts (MoE) architecture with approximately 100B total parameters and natively supports a 128...
SearchOS – A Multi-Agent Search Collaboration Framework Open-Sourced by Ant Group and Others
SearchOS is a multi-agent search collaboration framework jointly open-sourced by the H瓴 Artificial Intelligence School at Renmin University of China and Ant Group. Drawing inspiration from the design ...
AnySearch – A Real-Time Structured Search Engine for AI Agents
AnySearch is a real-time structured search engine designed specifically for AI Agents. It integrates through three methods: API, MCP, and Skill, covering general web content and over 20 vertical data ...
Colibrì – Open-Source Lightweight Local Inference Engine with Hierarchical Storage
Colibrì is an open-source lightweight local inference engine designed to run ultra-large-scale MoE (Mixture of Experts) models on consumer-grade hardware. It can operate the flagship GLM-5.2 model wit...
Nemotron 3 Embed – NVIDIA's Open-Source Text Embedding Model Series
Nemotron 3 Embed is a multilingual text embedding model series open-sourced by NVIDIA, specifically designed for retrieval-augmented generation (RAG) and intelligent search scenarios. This series incl...
MuScriptor – An Open-Source Multi-Instrument Music Transcription Model Jointly Released by Kyutai and Mirelo
MuScriptor is an open-source multi-instrument music transcription model jointly developed by Kyutai and Mirelo. It can automatically transcribe audio of music from various genres in the real world int...
LongCat-2.0 – Meituan's Open-Source Next-Generation Trillion-Parameter Language Model
LongCat-2.0 is Meituan's open-source next-generation large-scale MoE language model, with 1.6 trillion total parameters and approximately 48 billion activated parameters per token. It was fully traine...
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