Update Dockerfile

fix: correct duckdb typo and pre-download VSS extension

ix: correct duckdb typo and pre-download VSS extension

updated dockerfilel with the latest duck db install

fix: DuckDB VSS error handling, pin to v0.10.3

fix: add missing protobuf for Llama tokenizer

aded sentence transformer requirement

refactored veryfy api jey

added upstash redis in requirements

feat: enterprise AI stack with hybrid entity detection

Merge HF Space state

Merge HF Space state

Update requirements.txt

Create app/entity_detector.py

Update app/routers/datasources.py

Update app/mapper.py

Update app/mapper.py

Update app/db.py

Update app/mapper.py

Update app/mapper.py

Update app/mapper.py

Update app/db.py

Update app/routers/datasources.py

Update app/mapper.py

Update .env

Create .env

Update app/mapper.py

Update app/db.py

Update app/mapper.py

Update app/db.py

Update app/mapper.py

Update app/mapper.py

Update app/db.py

Update app/mapper.py

Update app/mapper.py

Update app/mapper.py

Update app/mapper.py

Update app/mapper.py

Update app/mapper.py

Update app/mapper.py

Update app/tasks/purge.py

purge: DuckDB uses singular HOUR

Update app/tasks/purge.py

Update app/mapper.py

Update app/mapper.py

Update Dockerfile

Update app/main.py

Update README.md

Update README.md

fix HF docker config