Ratnadeep Dey Roy·Just nowOKF vs RAG: Which One Should Your AI Agent Use?Google’s Open Knowledge Format changes how agents find facts. Here is when it beats RAG, when it loses, and how to secure both.
Stefan Kopf·5h agoAgentic RAG over Alfresco without another vector databaseDocuments used by a RAG application often already live in Alfresco. The usual RAG architecture nevertheless starts by building another…
Eshita Nandy·13h agoMCP vs API vs RAG: The Simple Explanation for Beginners (2026 Guide)What is MCP? How is it different from an API or RAG? A restaurant analogy, real examples and a 30-second decision flowchart.
Mahdi Khan·1d agoBeyond the Crawl: A Coding Agent for Proprietary Programming LanguagesGeneral-purpose coding models perform well on languages that are well-represented on the public internet. They fail predictably on…
Salifyanji Taala·1d agoBuilding a Finance RAG Assistant, Part 4: Hybrid SearchIn Part 3 the chunks became numbers and went into ChromaDB. Today we start asking questions. We search the chunks two ways, by meaning and…
Salifyanji Taala·1d agoHybrid Search : What Does “pool” Mean?When you build a hybrid search, one small setting quietly decides how well its two searches can agree with each other: the pool. It goes by…
Navaneethan L·1d agoKnowledge Graphs as AI Memory: When Vector Search Is Not EnoughVector search is the right retrieval primitive for most enterprise RAG systems. Embed a query, find the nearest chunks, assemble context…
Sumit Nemade·1d agoZero-Cloud Intelligence: A Fully Air-Gapped Knowledge-Graph RAG System on a Single GPUDesigning and building a private, offline document-intelligence platform — LLM inference, knowledge-graph extraction, vector search, and UI…
InTowards AIbySumit Vedpathak·2d agoYour RAG Retriever Is Fast but Not Smart: Hybrid Search and Re-Ranking in LangChainBM25, dense vectors, RRF and cross-encoders: the retrieval stack that finds the answer your embeddings missed.A response icon1A response icon1
Logesh·2d agoAgentic RAG vs Traditional RAG: When Should the Agent Control Retrieval?Agentic AI Engineering Series | Article 07 of 25
