Interactive RAG Explainer

1. Document Store Input

Enter the text you want to use as your knowledge base. This will be indexed for retrieval.

2. Indexing

The document is broken down into smaller chunks (e.g., sentences or paragraphs). Hover over a segment in the 'Original Document' or an 'Index Entry' to see its counterpart highlighted.

Original Document (Interactive Segments)

Index Entries (Chunks)

3. Ask a Question

Type a question related to the indexed document.

4. Retrieval & Ranking

Index entries are retrieved and ranked based on their relevance to your question. The top-ranked chunks (e.g., top 3) form the 'context window' for the LLM.

5. Generation (Simulated)

The LLM uses the retrieved context to formulate an answer.