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Vassal: Technical preparation for adding documentation **Vassal: Technical preparation for adding documentation**
Before documenting all my research for the planning phase of the app there are several technical preparations to arrange: Before documenting all my research for the planning phase of the app there are several technical preparations to arrange:
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Vassal: Product and technical vision **Vassal: Product and technical vision**
# Product vision # Product vision
Vassal is an AI-powered bridge designed to connect physical reality to digital management systems. It functions as an intelligent intermediary that performs image analysis and semantic search, enriching raw data before "serving" it to a primary application via REST API. Vassal is an AI-powered bridge designed to connect physical reality to digital management systems. It functions as an intelligent intermediary that performs image analysis and semantic search, enriching raw data before "serving" it to a primary application via REST API.
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Process: The search prompt is converted into a vector by the AI, and Postgres performs a "Cosine Similarity" check to find the closest matches in the staging or history tables. Process: The search prompt is converted into a vector by the AI, and Postgres performs a "Cosine Similarity" check to find the closest matches in the staging or history tables.
## Image processing workflow (Start to Finish) ## Image processing workflow (Start to Finish)
The image processing is the heart of Vassals "bridge" functionality. It ensures data quality before it reaches your primary app. The image processing is the heart of Vassal's "bridge" functionality. It ensures data quality before it reaches your primary app.
- Ingestion: When a photo is uploaded, the raw image and its initial metadata are saved into a temporary staging table in Postgres. - Ingestion: When a photo is uploaded, the raw image and its initial metadata are saved into a temporary staging table in Postgres.
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Vassal: Project Goals **Vassal: Project Goals**
# Primary Objective # Primary Objective