Tag

RAG

18 AI tools 11 articles
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AI tools18
AgentOS

Open-source TypeScript agent runtime whose agents can forge their own tools

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Alibaba Cloud Model Studio (百炼 Bailian)

Alibaba Cloud's model platform for Qwen and third-party LLM APIs

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Allganize (올거나이즈)

Enterprise RAG 'AI coworkers' with layout-aware source citations

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Cohere

Enterprise models and agents built for private deployment

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Dify

Open-source canvas for LLM workflows, RAG knowledge bases and agents

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Firecrawl

Turns websites into LLM-ready Markdown and data for AI agents

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Inkeep

AI agents and cited docs search for support and customer teams

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LangChain

MIT-licensed framework for building LLM agents in Python and JavaScript

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LightOn

EU-hosted enterprise search and document AI over your own files

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LlamaIndex

Document parsing platform plus open-source RAG framework

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LlamaParse (formerly LlamaCloud)

LlamaIndex's managed document parsing and extraction platform, renamed in 2026

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Mendable

AI docs search from the Firecrawl team, now closed to new customers

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PandaWiki

Self-hosted AI wiki from Chaitin, open source under AGPL

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Pinecone

Serverless vector database with pay-per-use pricing

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Pleias

Open training data and small models, now with enterprise data tools

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Reducto

Document parsing and extraction API built for messy PDFs, tables and forms

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Stockmark

Tokyo AI for manufacturers' R&D, with its own Japanese LLMs

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Vanna AI

Open-source text-to-SQL agent, now archived, with paid hosted plans

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Articles11
A close-up of a row of pale locker doors, each fitted with its own separate lock Privacy & Data 6 min How to Stop an Agent Returning Documents the User Should Not See A vector search scoped three ways, and measured each time. Unfiltered, four in five results belonged to anothe... PR Priya Nair 22 Aug A close-up of a measuring tape marked in centimetres, with a pen tip and a magnifying lens resting beside it AI & ML 7 min How to Measure Whether Your RAG Is Retrieving the Right Documents Twenty questions with known answers, run over 205 real documents. Prefixing titles to chunks raised hit@1 from... KE Kenji Tanaka 22 Aug A hand holding a brass T-shaped plumbing fitting, three separate threaded ports joined into a single body AI & ML 5 min How to Give an Agent Search Over Your Own Documents Seventy-eight lines with no dependencies join a local embedding model, a vector store and MCP. The interesting... KE Kenji Tanaka 21 Aug The sharpened tips of many coloured pencils packed tightly together, each one a distinct point of colour among its neighbours AI & ML 6 min How to Generate Embeddings Locally A 46 MB model, running on your laptop, turns text into positions in space. The demonstration: a query whose on... KE Kenji Tanaka 21 Aug A close-up of a vintage printed road map around Paris, where places sit at fixed positions and the ones near each other on the paper are near each other in fact AI & ML 6 min How to Self-Host Qdrant in Docker Every retrieval tutorial says "point it at your vector database" and none of them tells you how to run one. On... KE Kenji Tanaka 21 Aug The wooden drawers of an aged library card catalogue with brass fittings. AI & ML 13 min MCP, RAG, Agents, Skills: The New AI Vocabulary in Plain English Somebody says the agent will use MCP to hit the connector, then RAG over the docs, and the skill handles the r... KE Kenji Tanaka 26 Jul A computer with a black screen on a stand beside a row of steel server racks in a data centre. AI & ML 13 min Qdrant vs Weaviate vs Milvus vs Pinecone: Vector Databases for RAG (2026) Four vector databases compared for RAG in 2026: licenses, Docker self-host commands, embedded modes, managed p... KE Kenji Tanaka 21 Jul A close-up of dewdrops on a spider web woven across a thorny branch in autumn. AI & ML 13 min Firecrawl vs Crawl4AI vs Jina Reader vs Browser Use — Getting Web Data Into Your LLM (2026) Four open-source ways to feed web data to an LLM compared: licenses, self-host parity, pricing bases, robots.t... MA Maya Lin 21 Jul A close-up of a white llama with fluffy fur under a bright blue sky. AI & ML 17 min How to Self-Host AnythingLLM with Docker and Ollama (2026) We self-hosted AnythingLLM 1.15.0 with Docker and Ollama, embedded a document over the API, and got cited RAG... KE Kenji Tanaka 21 Jul Connected nodes — choosing an LLM orchestration framework in 2026 AI & ML 10 min LangChain vs LlamaIndex vs LangGraph: Which Orchestration Layer? (2026) LangChain is now an agent harness on LangGraph, and LlamaIndex moved to Workflows 2.x. We compare all three or... KE Kenji Tanaka 15 Jul A monochrome image of a lens on an open dictionary page, highlighting words. AI & ML 6 min Mistral OCR 4 Adds Structure to Document AI: Bounding Boxes, Confidence Scores and 170 Languages Mistral released OCR 4 on 23 June 2026, a document-intelligence model that returns bounding boxes, typed-block... AI AI Tools Desk 2 Jul
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