V1 · Basic RAG

DocQuery

Upload a PDF. Chunk it. Embed it. Retrieve relevant passages. Ask an LLM for a grounded answer.

Local · Next.js · OpenAI
Try Executive Media Intelligence Agent →
DOCUMENT→CHUNKS→EMBEDDINGS→RETRIEVAL→LLM

Chat · all documents

Upload a document, then ask a question.

Teaching view: each answer exposes the retrieved chunks and source pages.
V1 is intentionally local and ephemeral. Cloud storage, metadata filtering, hybrid search, reranking and evaluation come in later versions.