Tools tagged with "RAG"

NotebookLlama is a self-hosted NotebookLM alternative for people who want control over the application code while using cloud services to process documents. It relies on LlamaCloud for document extraction and indexing, so self-hosting doesn't make the workflow fully local.

LlamaIndex is a Python framework for developers building AI agents and applications that answer questions using their own data. It provides the connections and retrieval tools needed to give a language model relevant context from documents and other sources.

Noema is a local AI assistant for people who want to chat with models and get answers from their files on Apple devices. It brings models, documents and tools into a native workspace on iPhone, iPad, Mac and Vision Pro.

HolmesGPT is a self-hosted AI agent for DevOps and SRE teams investigating production incidents. It queries live observability data to find root causes across Kubernetes, VMs, bare metal, cloud services and databases.

FastGPT is an AI agent builder for teams creating document-based assistants and business workflows. It suits internal knowledge search, customer support and applications that combine answers with actions.

NoteGen is an AI note-taking app for collecting research, meeting material and ideas before organizing them into finished documents. Notes remain ordinary Markdown files, with attachments stored on your device by default.

MASFactory is a Python framework for developers building workflows in which several AI agents collaborate. It combines natural-language design, code authoring and visual editing so teams can define the work and inspect how agents carry it out.

Kiln is a desktop workbench for teams building and testing AI applications. Engineers, QA staff and subject matter experts can work with the same tasks and datasets, including contributing ratings and examples without writing code.

Qdrant is a vector database for developers building semantic search, retrieval-augmented generation (RAG), recommendations and AI agent memory. It stores embeddings with metadata so applications can find similar items within a relevant subset of their data.

PageLM is a self-hosted AI study platform inspired by NotebookLM. Students, educators and researchers can use it to turn their materials into resources for revision and exam practice.

LocaLM runs AI models on your own hardware for chat and optional tasks such as coding, document questions and media generation. It's for people who want a single local tool and can choose which extra capabilities to add.

Cactus is an on-device AI engine for developers adding automation to mobile apps, wearables and other small devices. Its Needle model turns requests into tool calls locally, including when the device has no internet connection.

AppFlowy is a workspace for documents, projects and AI. Its desktop Local AI plugin connects to Ollama for local model use. AppFlowy also offers a self-hosted server deployment with language and embedding models inside your environment, including air-gapped operation. The desktop plugin and server deployment are distinct ways to use AI.

Haystack is a Python framework for developers building AI agents, document search and applications that answer questions using their own data. Its pipelines give teams control over the information a model receives and the steps that produce an answer.

Open Paper is a research workspace for people reading papers and conducting literature reviews. It combines a PDF reader, annotations, and an AI assistant so you can examine answers alongside the papers they draw on.

Kwipu helps people query a document folder or Obsidian vault and trace answers back to their notes. It connects information across documents so you can investigate project decisions, people and their roles, or relationships between ideas.

Agno is a framework and runtime for developers building customer-facing or internal AI agents. It combines agent development, service hosting and a web interface for managing runs on infrastructure you control.

5ire is a desktop AI assistant for people who want to chat with models, ask questions about their documents and use external tools in the same app. It connects to local LLMs through Ollama and to cloud providers including OpenAI, Anthropic, Google and DeepSeek.

Private Mind is a mobile AI assistant for people who want to chat and read documents without sending their content to a cloud service. It runs AI and document processing on your phone.

Code Graph RAG helps developers understand and change unfamiliar repositories, including monorepos that mix languages. It maps code relationships into a knowledge graph so questions and edits can use context across files.

My Neuro is a local AI desktop companion for people who want to create a character with their own choice of appearance, voice and personality. It supports spoken and typed conversations, with character expressions and movements that respond to the dialogue.

RuoYi AI is a self-hosted AI assistant platform for teams building assistants that answer questions about their documents or perform tasks with external tools. It has separate user and admin interfaces.

OGX, formerly Llama Stack, is an AI application server for developers building chat apps, document search and AI agents. It brings model access and the services those applications need into a server you can host yourself.

Flexible GraphRAG is a self-hosted platform for teams building document search and AI chat that use both text and relationships between entities. It extracts knowledge graphs from documents and combines graph retrieval with vector similarity and full-text search. You can run it standalone or in Docker. It's open source under Apache 2.0.

Memori's BYODB edition is a memory library for developers who want agents to retain context in their own SQLite file or self-managed database. It generates embeddings locally, but its default Advanced Augmentation sends conversation messages and summaries to Memori's cloud API for memory extraction. The documented OpenAI connection also sends model requests to OpenAI.

Wren AI is a self-hosted context and query engine for developers and data teams building AI analytics. It queries your databases using business definitions you control. Model execution depends on the connected agent: using Claude Code’s standard cloud connection sends prompts and model responses to its remote provider, even when Wren's engine runs on your servers.

SurrealDB is a database for developers building AI agents, knowledge graphs and applications with several kinds of data. It lets application records and retrieval data share one engine.

Langflow is a visual builder for developers creating AI agents and applications that answer questions using connected data. It lets you assemble workflows visually and customize their components in Python.

docuchat is a local AI document assistant for attorneys, especially solo and small firms working with confidential case files. It answers questions across contracts, pleadings, exhibits and transcripts, then checks cited quotes against the source text. Answers point to the file, page and exact passage; deposition citations include verified line numbers.

Octop is a self-hosted AI assistant for households and small teams that want personal agents in a shared deployment. Each user can switch between specialists with separate workspaces, model connections and scheduled tasks.

Atomic is a personal knowledge base for people who want to find connections across their notes and saved reading. It organizes Markdown notes, web clips, and articles into a knowledge graph you can search and explore.

Command A is an open weights language model from Cohere and Cohere Labs for researchers and developers building document assistants, chatbots and AI agents. It handles text input and output, with a focus on multilingual business tasks.

DeerFlow is a self-hosted AI agent application for research, coding and content creation on your own infrastructure. It supports local models through Ollama and vLLM, including Qwen3, as well as hosted providers. With a cloud provider, model requests leave your server and may incur provider charges.

Coze Studio is a self-hosted AI agent development platform for teams building assistants and apps through visual, low-code tools. It brings creation, debugging and publishing into one workspace.