Free tool / RAG Chunk Tester
RAG Chunk Tester
Split real source text, ask a representative question and inspect which chunks a deterministic local retriever ranks highest.
Current status: LiveTest retrieval before embeddings
Available now
Split real source text, ask a representative question and inspect which chunks a deterministic local retriever ranks highest.
Open the free tool →- Bring
- Representative source text, chunk settings and a real user question.
- You get
- Ranked lexical matches, overlap metrics, warnings and JSONL chunks.
- Know the limit
- Local lexical ranking is diagnostic and does not prove production embedding performance.
The five file and AI engineering tools run in your browser without an account, provider call or analytics. The workflow map can optionally hand a result to the project form only when you choose.