PrAIvateSearch @ v2.0-beta.0

[AstraBert]

• Added new NextJS interface with 07f2277 as requested New app interface #7
• Using DuckDuckGo API to ensure privacy in the search with 07f2277 as requested in Use DuckDuckGo search API to improve privacy #8
• Data workflow: semantic cache check -> keyword extraction from natural language prompt -> web search -> web crawling for search results -> texts split and uploaded to Qdrant sparse collection -> context sparse reteival -> context+prompt passed to the model for inference -> response. Introducted with 07f2277 as requested in Optimizations #9
• Qwen-2.5-1.5B-Instruct is used and runs on API (FastAPI/Uvicorn) for inference with 07f2277 as requested in Optimizations #9

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This discussion was created from the release PrAIvateSearch @ v2.0-beta.0.