Tools tagged with "RAG"

avante.nvim adds AI coding assistance to Neovim for developers who want code questions and suggested edits inside their existing editor. It lets you choose a model backend and apply recommendations directly to source files.

RubyLLM is an AI framework for Ruby and Rails developers building chat and agent features into their applications. Its shared API lets you switch between local and hosted models without writing a separate integration for each provider.

XERJ is a local search engine for developers building AI agents that need to retrieve code, documents or stored knowledge without reading whole files into their context. It runs on a laptop or self-hosted server.

Pathway's Live Data Framework is a Python framework for developers building RAG applications and analytics over changing data. It runs locally or on your own servers, including through Docker. Its incremental engine updates results as data arrives, so applications can work with changing documents and events.

UltraRAG is a self-hosted framework for researchers and developers building AI systems that answer questions using their own documents. Its Python application and Docker deployment provide a browser workspace for knowledge bases, workflow design and evaluation. Generation can use local models through vLLM or Hugging Face. Embeddings can use local Sentence Transformers or a configured OpenAI service; the OpenAI cloud connection sends embedding inputs to that service.

Note Companion is an AI plugin for Obsidian users who need to sort collected notes and turn recordings into searchable material. It suits researchers, students and people with a backlog of meeting notes.

SimpleMem is a memory system for developers building AI agents that need to recall past conversations and stored media without passing the full history to a model each time.

Agent Service Toolkit is a Python template for developers building their own AI agent services. It brings together agent logic, an API and a browser chat interface so you don't have to build each part from scratch.

Cherry Studio is a desktop AI chat app for people who use several model providers and want one place to manage their conversations. It supports local model connections as well as cloud services.

Inno Agent is a personal AI learning agent for ongoing tutoring and study. It keeps learning goals, misconceptions and study materials available across conversations, with records you can inspect and correct.

ResumeForge is a Chinese-first workspace for job seekers who want to keep resumes, vacancies and interview preparation together on their own computer. It separates confirmed experience from AI-written wording to help catch invented claims.

TensorSharp runs local AI models for .NET developers and people who want chat, media generation and agent tools on their own hardware. You can embed it in a C# application or use its CLI, browser interface or companion app, TensorAgent.

AutoFlow is a conversational knowledge base for teams that want visitors to ask questions about their product or documentation. It uses Graph RAG, which combines knowledge graphs with retrieval of relevant content for AI answers.

Polywise is a self-hosted system for people who want AI agents to work with saved research, notes, and project context. It keeps that material available across conversations so you don't have to explain the same work each time.

AstrBot is an AI chatbot platform for personal assistants, customer support bots and team automation inside messaging apps. You can host it on your own computer or server and choose a local or cloud model backend.

Context+ is a local MCP server for developers who want coding assistants to find relevant code and understand the effects of a change across a large project. It works with Claude Code, Cursor, VS Code, Windsurf and OpenCode.

LLM Router is a self-hosted AI gateway for teams connecting applications to local LLM servers and cloud providers. It puts a shared interface in front of your models so clients can use the same gateway across backends.

10xProductivity extends a coding agent into a personal assistant for work that spans messages, tickets and documents. It's aimed at people working within company restrictions on new automation platforms, using the accounts and permissions they already have.

Deep Research is a self-hosted AI agent for people who want web research with traceable evidence and a library they control. It runs in Docker on your own machine or server, searches the web in successive rounds, and uses gaps in its findings to decide what to investigate next. Reports include citations, per-source notes with quoted evidence, and suggested follow-ups.

Prismos AI is a desktop assistant for people working with private documents and technical files. It uses local Ollama models to answer questions and retain knowledge for later conversations.

Meilisearch is a search engine for developers adding search and AI retrieval to websites, apps, catalogs or internal data. You can host the engine on your own server or use the separate managed Meilisearch Cloud service.

DoodleNote turns calls and rough jottings into meeting notes for people who want to keep recordings on their own computer. It captures both sides of a conversation in any meeting app without adding a bot to the participant list.

UFO³ is a self-hosted AI agent framework for developers and researchers automating tasks across Windows, Linux and Android devices. Its Galaxy coordinator splits a request into connected tasks, assigns them to suitable devices and tracks work that depends on results from another machine. The Python project is open source under the MIT license.

Archestra Community Edition is a self-hosted AI platform for teams managing access to company tools and models. It gives coding assistants, internal agents, and staff chat a shared place to enforce policies and track activity.

Bionic GPT is a self-hosted AI agent platform for internal teams building workflows around company knowledge and business systems. It supports tasks that involve several steps, tools and files while retaining context across the work.

CocoIndex is an open-source AI indexing framework for developers processing codebases and documents on their own hardware. Its code indexing example uses sentence-transformers for embeddings and writes to pgvector or LanceDB, giving it a concrete role in preparing searchable context for agents and LLM apps.

Perfect Memory AI keeps a searchable record of screen activity and meetings on Mac and Windows. It's for people who want to recover a page, presentation or conversation without remembering which app contained it.

kotaemon is an open source document chat app for people who want to ask questions across their files and inspect the evidence behind an answer. Developers can also use it to build custom document question-answering applications.

RAG-Anything is a Python framework for developers building question-answering systems over documents that mix prose with visual or structured content. Built on LightRAG, it suits research papers, technical manuals and financial reports where answers depend on figures, tables or formulas.

Natively is a desktop assistant for people who want suggested answers during meetings or interviews and searchable notes afterward. It works with Zoom, Google Meet and Microsoft Teams without adding a bot to the call.

tRPC Agent Go is an open-source framework for developers building agent services with local automation in Go. It can execute skill scripts in an isolated workspace and includes deployable HTTP servers for agent interfaces. The documented OpenAI and DeepSeek workflows require a provider API key, so running the service yourself doesn't make those model calls local.

Khoj is a personal AI assistant for people who want answers from their files and the web. It also supports custom agents and recurring research tasks.

Screenpipe records computer activity so people can revisit past work and give AI agents context from screens and conversations. Capture history stays on your device by default.

MirrorMate puts a voice assistant in a physical mirror for people who want to ask questions, check daily information or chat without reaching for a phone. It remembers details from conversations to personalize later responses.