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Bagofwords: Chat with your data - with memory, rules, and observability built in. It is listed under Data & Analytics on AI Registry as a free tool.
The tools below are approved listings in the same category, ordered by how closely their tags match Bagofwords. This is an automatic list. We have not written a researched verdict for Bagofwords yet, so treat it as a shortlist and check each vendor's pricing page before switching.
Built from each tool's listing. Vendors can update their own listing after claiming it.
The data primitive for the agent loop.
This platform is an open protocol for persistent, addressable, real time streams, designed as the data layer for AI agent sessions and collaborative multi user, multi agent systems. A stream is identified by a URL, can be appended to and read over plain HTTP, and keeps its history so that a client that drops its connec...
A system for agentic LLM-powered data processing and ETL
DocETL is an open source toolkit for building LLM powered pipelines that extract, transform and link knowledge from unstructured documents. It is built by the EPIC Data Lab at UC Berkeley and presents itself as a document ETL platform that turns raw text into structured data. The project is grounded in published resea...
The agent platform built on sync.
Electric is a platform of data infrastructure for building collaborative, multi agent AI systems. It describes itself as an agent platform built on sync, treating agents as long lived entities in the data layer rather than short lived processes. The company's site announces that Electric is joining Neon at Databricks. ...
Cursor for data analysis
Mito is an AI assistant for Jupyter notebook workflows, aimed at analysts, data scientists and machine learning engineers. It runs as a Jupyter extension inside local JupyterLab, JupyterHub or other notebook environments, and understands notebook file formats, cell context and kernel state. Its AI chat, agent and autoc...
The open source AI engineering platform for agents, LLMs, and ML models.
MLflow is an open source platform for building, debugging, evaluating and monitoring LLM applications, agents and traditional machine learning models. It is backed by the Linux Foundation and is used by developers, data scientists and ML platform teams, with support for Python, TypeScript and JavaScript, Java and R and...
PageIndex: Document Index for Vectorless, Reasoning-based RAG
PageIndex is a document question answering engine that retrieves information by reasoning over a document's structure rather than by vector similarity search. The vendor describes it as a vectorless, reasoning based retrieval system that mirrors how a person reads a long document, and it cites 98.7 percent accuracy on ...