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Openlit: Open-source observability & evaluation platform for AI agents and coding agents. 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 Openlit. This is an automatic list. We have not written a researched verdict for Openlit 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.
Knowhere extracts, parses, and outputs structured chunks ready for AI Agents and RAG.
Knowhere is a document parsing API that converts complex files into structured context for AI agents. It reads PDF, Word, Excel and PowerPoint documents as well as images, and returns text, tables and images while preserving document structure, page level evidence and links back to the source, so an agent can navigate,...
AI-native framework for building data portals.
PortalJS is a framework and managed service for building open data portals. It is described as AI native: the user describes the portal they want to an AI assistant or a visual builder, skills scaffold a real Next.js project with pages, tables, charts and maps wired to the data, and the output is plain editable code th...
Evaluation and Tracking for LLM Experiments and AI Agents
TruLens is an open source evaluation and tracing library for AI agents and retrieval augmented generation apps. It instruments an application with OpenTelemetry, records every step as a span with latency, inputs, outputs, tokens and cost, and then scores each step with LLM judges that explain their scores, so a poor an...
Chat with your data - with memory, rules, and observability built in.
Bag of words is an open source AI analyst that connects a language model of your choice to the data your company already stores, then answers questions and builds reports from it. Rather than a chat box bolted onto a warehouse, it combines structured planning, observations and explicit logic so an analysis can be trace...
Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox.
Databend is an open source, cloud native data warehouse written in Rust and built entirely on object storage. It has grown from an analytics engine into a unified multimodal database that handles business intelligence analytics, AI vector search, full text search and geospatial analysis on one platform, all through Sno...
AI-native ClickHouse console for your cluster diagnostics and query generation, optimization and data visualization.
DataStoria is an AI native console for ClickHouse, the column oriented analytics database. It gives engineers and analysts a single interface to connect to a ClickHouse server, explore schemas, run queries and monitor a cluster, with an AI assistant built into the workflow. The setup is four steps. A user enters the C...