TODO: Write a short overview of ContextIQ — what documents it answers questions about, how retrieval works (embeddings, vector search) and how answers cite their sources.
What I built
TODO: describe the ingestion pipeline, the retrieval chain and the chat interface.
What I learned
TODO: a few honest takeaways.