Upload Documents

Ingest filings, permits, bulletins, and reports. Documents are parsed, chunked, embedded, and indexed for the AI Analyst.

Parse

PDF / DOCX / XLSX / HTML

Chunk

Semantic + layout-aware

Embed

1536-d vectors

Index

Hybrid BM25 + vector

Ingest into knowledge base

2/3 indexed

Drop files here or click to browse

PDF, DOCX, XLSX, CSV, TXT, MD, HTML, PNG, JPG — up to 100 MB per file

PDF

DOCX

XLSX

CSV

HTML

Images

Collection

OCR scanned pages

Vision model for image PDFs

Auto-tag entities

Geo, parcel, policy refs

Knowledge base

Docs

2,256

Chunks

504.9K

Tokens

Governance

Retriever

Hybrid BM25 + dense (top-k 8) → reranker → tool-bound agent. Average recall @ k=5: 0.91

Ingested documents

HCAD_2026_Appraisal_Roll.pdf

Indexed

17.5 MB·Appraisal·1842 chunks·412.3K tokens

Houston_Permit_Activity_Q2.xlsx

Indexed

2.0 MB·Permits·318 chunks·71.2K tokens

TX_Insurance_Bulletin_B-0042.pdf

Embedding

957.0 KB·Policy·96 chunks·21.4K tokens