Compare documentation-reviewed AI tools by task

Explore twelve AI tool profiles by workflow and compare two or three with source links, evidence dates, setup limitations and explicit unknowns.

These are documentation summaries, not hands-on tests, recommendations or rankings. Workflow groups describe recorded capabilities; tools within a group may do different jobs. No new source review was performed for this comparison view.

12 documentation profiles

Build with agents
Goose
Desktop and terminal agent for coding and multi-step workflows.
Build with agents
OpenCode
AI coding agent with terminal, desktop and IDE interfaces.
Work with documents
AnythingLLM
Document chat workspace with local and cloud model connections.
Work with documents
Docling
Document conversion toolkit for structured text, tables and reading order.
Work with documents
Marker
Convert documents into Markdown and JSON with layout and OCR processing.
Work with documents
MinerU
Document parsing toolkit that turns PDFs and office documents into Markdown or JSON.
Work with documents
Kreuzberg
Document extraction library with language bindings, CLI and server interfaces.
Work with documents
Surya
OCR toolkit for text recognition, layout and table analysis.
Evaluate AI
DeepEval
Python evaluation framework for test cases, metrics and agent trajectories.
Evaluate AI
Ragas
Evaluation library for AI applications, including retrieval-augmented generation.
Evaluate AI
Inspect AI
Framework for model evaluations composed from datasets, solvers and scorers.
Evaluate AI
Garak
LLM vulnerability scanner using probes and detectors to surface failure modes.

Compare two or three profiles

Choose distinct profiles below. Selections are manual and can span workflows; a side-by-side view does not establish that the tools are substitutes.

Check current provider documentation and your requirements before adoption. If you run your own trial, record outputs and checks in the same-task comparison lab. The lab does not call a model for you.

Use the manual workflow checker