README.md

metadata

title: EpsteinWithAnomScore
emoji: 👁
colorFrom: gray
colorTo: green
sdk: gradio
sdk_version: 6.5.1
app_file: app.py
pinned: false
license: mit

Epstein Corpus Explorer (Space + Dataset split)

This Space is a read-only browser for a large SQLite corpus plus optional signal cards.

• Space: cjc0013/EpsteinWithAnomScore
• Dataset: cjc0013/EpsteinWithAnomScore

Links

• Space: https://huggingface.co/spaces/cjc0013/EpsteinWithAnomScore
• Dataset file (DB): https://huggingface.co/datasets/cjc0013/EpsteinWithAnomScore/blob/main/corpus.sqlite

What this app does

• Opens corpus.sqlite in read-only mode
• FTS keyword search (chunks_fts)
• Cluster browsing across runs (cluster_summary)
• Open any uid and view local context window (order_index +/- k)
• Optional Signals tab for method-sanitized signal cards (JSONL/CSV), then open linked chunks

Core principle

Raw data is not modified here.
This app is for indexing, browsing, and narrowing search space.
Signal/anomaly values are triage hints, not proof.

How DB loading works

Priority order:

1. CORPUS_SQLITE_PATH (if set)
2. Local paths like ./data/corpus.sqlite
3. Download from dataset repo using:
   • DATASET_REPO_ID
   • DATASET_FILENAME (default: corpus.sqlite)

Recommended Space variables:

• DATASET_REPO_ID = cjc0013/EpsteinWithAnomScore
• DATASET_FILENAME = corpus.sqlite
• DB_LOCAL_DIR = ./data (optional)

Optional Signals file loading

If you publish a signals file in the dataset, the app can load it automatically.

Supported names:

• public_method_sanitized_topN.jsonl
• public_top_signals.jsonl
• CSV variants of the same names

Priority order:

1. METHOD_SIGNALS_PATH (if set)
2. Common local paths (./data, ./dataset, /data)
3. Download from dataset repo with:
   • METHOD_SIGNALS_DATASET_REPO_ID
   • METHOD_SIGNALS_FILENAME

Recommended variables (if signals are in same dataset repo):

• METHOD_SIGNALS_DATASET_REPO_ID = cjc0013/EpsteinWithAnomScore
• METHOD_SIGNALS_FILENAME = public_method_sanitized_topN.jsonl

gradio>=4.0.0
huggingface_hub>=0.20.0