This is GROUNDING’s RAG topic hub: a running, dated log of developments the radar has mapped to RAG, refreshed as new signal arrives.
This is the RAG Topic hub (dated developments). For definitions and fundamentals, see the RAG concept page.
Key Developments
- 2026-07-21: A Go-based MCP for local code search and browser automation (Все статьи подряд / Искусственный интеллект / Хабр) · habr.com Chunking Embeddings Windsurf Cascade · Chrome · Ollama · Playwright
- 2026-07-21: An agent caught its own false success report using memory (Все статьи подряд / Искусственный интеллект / Хабр) · habr.com Embeddings RAG MiniLM
- 2026-07-22: RF-Agent builds an RF reasoning dataset and benchmark from textbooks (cs.CL updates on arXiv.org) · arxiv.org RAG Hybrid Search Embeddings
- 2026-07-22: FiT studies how fine-tuning affects small LLMs for cybersecurity QA (cs.CL updates on arXiv.org) · arxiv.org RAG
- 2026-07-22: Fusion Embedding proposes one shared embedding space for text, image, video, and audio (cs.CL updates on arXiv.org) · arxiv.org Embeddings RAG arXiv Abdul Basit Tonmoy fusion-embedding-1 fusion-embedding-2
- 2026-07-22: Search-on-Graph-R1 trains an 8B model to search knowledge graphs with SFT and RL (cs.CL updates on arXiv.org) · arxiv.org RAG Freebase Search-on-Graph-R1
- 2026-07-22: SimpleOne argues for a unified GenAI platform for enterprise automation (Все статьи подряд / Искусственный интеллект / Хабр) · habr.com RAG SimpleOne Active Directory · Habr Ilya Radchenko
- 2026-07-22: Our AI agent failed at production tasks, but became useful for analyst research (Все статьи подряд / Искусственный интеллект / Хабр) · habr.com RAG Confluence
- 2026-07-22: OpenClaw on NixOS as a declarative AI assistant with long-term memory (Все статьи подряд / Искусственный интеллект / Хабр) · habr.com RAG OpenClaw · NixOS · Telegram QMD agenix Garnix Home Manager · GLM-4.7-Flash
- 2026-07-23: Screenpipe adds local screen-and-audio capture as searchable memory for agents (Hacker News) · news.ycombinator.com RAG Hacker News Screenpipe · YC Tella · YouTube · Obsidian · OpenAI · Anthropic Louis Karpathy Garry gpt2 GPT3 · Parakeet · Whisper
- 2026-07-24: Retrieval-augmented multi-agent LLM workflow for detecting cutaneous immune-related adverse events (cs.CL updates on arXiv.org) · arxiv.org RAG
- 2026-07-24: TopoGuard uses graph topology to detect split-knowledge attacks in RAG (cs.CL updates on arXiv.org) · arxiv.org RAG RAG Evaluation arXiv LlamaGuard LlamaGuard-2-8B
- 2026-07-24: Paper measures ideological drift in news-grounded LLM QA (cs.AI updates on arXiv.org) · arxiv.org RAG Evaluation QBias arXiv
- 2026-07-24: Chronofy adds temporal decay to RAG retrieval and reasoning (cs.LG updates on arXiv.org) · arxiv.org RAG Embeddings
- 2026-07-24: ExecuGraph evaluates a multi-agent, execution-checked backend code synthesis workflow (cs.AI updates on arXiv.org) · arxiv.org RAG arXiv · Ollama DeepSeekCoder V2 Lite
- 2026-07-24: Optimizing Hypergraph-Based RAG with better extraction and retrieval (cs.AI updates on arXiv.org) · arxiv.org RAG
- 2026-07-24: LegalCiteTrust benchmarks citation trustworthiness in Chinese legal research reports (cs.CL updates on arXiv.org) · arxiv.org RAG Evaluation arXiv
- 2026-07-24: Gold-Anchored Evaluation and Guard for Citation Faithfulness in Agentic Scientific Synthesis (cs.AI updates on arXiv.org) · arxiv.org RAG Evaluation RAG Reranking OpenScholar PaperQA2
- 2026-07-24: CORE: Contrastive Reflection for faster reasoning improvement (alphaXiv) RAG Linas Nasvytis Simon Jerome Han Ben Prystawski Satchel Grant Noah D. Goodman Judith E. Fan GRPO GEPA MemRL
- 2026-07-27: Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA (cs.LG updates on arXiv.org) · arxiv.org RAG
- 2026-07-27: Trajectory-Aware Retrieval Agents for Temporal Decision-Making (cs.AI updates on arXiv.org) · arxiv.org RAG Embeddings
- 2026-07-27: Benchmarking Fine-tuning and Retrieval Strategies for a Multimodal Language Model on the NRC Reactor Operator Licensing Examination (cs.CL updates on arXiv.org) · arxiv.org RAG Chunking Gemma-4-31B-IT · Gemini
- 2026-07-28: How Context Attribution Handles What the Model Already Knows (cs.CL updates on arXiv.org) · arxiv.org RAG Evaluation
- 2026-07-28: Small language models need fine-tuning to effectively use provided legal context (cs.CL updates on arXiv.org) · huggingface.co RAG Qwen3.5
- 2026-07-28: Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering (cs.CL updates on arXiv.org) · arxiv.org RAG
FAQ
What is the RAG topic?
The RAG topic is GROUNDING’s hub for RAG: a running, dated log of developments, releases, and mentions the radar has tracked, refreshed as new signal arrives.
What does the RAG topic page track?
Key developments the GROUNDING radar mapped to RAG, updated through 2026-07-28.
How current is this page?
The most recent RAG development listed here is dated 2026-07-28; the radar refreshes hourly.