🧠SteamBot Willie: Core Features & Technology

SteamBot Willie combines a powerful backend infrastructure focused on verification with an intuitive, creator-focused interface to make copyright and public domain discovery seamless and reliable.

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IP Vault & Compass (Verified Database Infrastructure & Management)

Comprehensive IP Catalog:

• We ingest works from a wide array of content endpoints, focusing on works nearing copyright expiration, works already in the public domain, and works with a variety of Creative Commons licenses.

Rights Verification Engine: Willie's Brain

• Legal Logic Core: Implements a decision-tree logic based on authoritative copyright law frameworks (e.g. Copyright Act of 1976, Copyright Term Extension Act of 1998, etc.). Every ingested item is processed through these logic gates.

• AI-Powered Analysis: Employs AI models to parse existing metadata, identify and attempt to fill critical data gaps (e.g., publication country, exact publication date, etc.) necessary for the logic engine to maek accurate predictions.

• Status Categorization & Confidence Scoring: Assigns a clear status: 'Verified Public Domain,' 'Not Yet Public Domain,' or 'Potential Public Domain / Needs Review.' Crucially, Willie calculates a confidence score (e.g., 95% Likelihood PD) based on data completeness and analysis, providing transparency about uncertainty.

• Data Integrity Flags: Includes fields like is_public_domain={true|false|maybe} & verification_confidence="87%" within the database schema.

Early Signal System:

• Identifies and alerts users on upcoming verified public domain releases based on reliable data from the Rights Verification Engine.

Smart Metadata System:

• Enriches IP data with standardized terms, rights documentation, creator-inputted context, and flags indicating data quality or missing information identified during verification.

Proxy Rendering & Vector Embeddings:

• Efficiently handles content previews and enables semantic search on verified/analyzed metadata, streaming full-resolution content from source repositories when accessed.

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Creator's Console & Discovery Engine (Interface & Intelligence on Verified Data)

Conversational / Multimodal Interface:

• Talk to Willie naturally. Queries are processed against the verified database, ensuring results are reliable or appropriately flagged with their status. Willie can explain the reasoning behind a status (based on the logic gates) and highlight any uncertainties.

Intelligent Search & Filtering:

• Search across different media types, filtering by verified status, confidence level, or specific metadata points enriched during verification.

• Specialized knowledge not required to complete searches. Just ask Willie.

Creative Goal Alignment:

• Recommends IP based on project objectives, prioritizing reliably verified public domain options first, and clearly indicating the status of any potentially usable but less certain items.

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Tech Stack: