AOSSIE-Org / AOSSIE-Org/PictoPy
Feature: Implement Natural Language Search for Images
- 主要語言
- Python
- 星號
- 283
- 分支
- 679
- 平均合併
- 7 天 2 小時
- 30 天內合併 PR
- 3
描述
### Describe the feature
**Issue Title**
Feature: Implement Natural Language Search for Images
**Description**
Add a natural language search feature that allows users to find images using conversational queries like "Find photos with a red car and a dog" or "Show me pictures from the beach last summer."
**Problem**
Currently, users can only search using basic filters or tags, which limits their ability to find specific images based on complex criteria. A natural language search would make the application more intuitive and user-friendly.
**Proposed Solution**
1) Natural Language Processing
Parse user queries to identify objects, colors, locations, people, and time frames
Support complex queries with multiple conditions
Handle synonyms and related terms
2)Vector Search Integration
Generate embeddings for images and text queries
Implement semantic similarity search
Combine with traditional text search for better results
3) User Interface
Add a prominent search bar with example queries
Show search suggestions as the user types
Display parsed search terms visually
Allow filtering and refining search results
### Add ScreenShots
enhancement work:)
### Record
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- [x] I want to work on this issue
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