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About ARDA
ARDA is a lightweight AI research assistant that searches the web, analyzes sources,
and turns research questions into structured briefs.
Key Capabilities
Live Web Search
Finds relevant source links for current topics
AI Analysis
Summarizes findings with caveats and next steps
Structured Output
Formats results as sections, bullets, and tables
Graceful Fallbacks
Shows search results even when analysis is unavailable
Research Pipeline
- Query: Receive the user's research question
- Search: Retrieve relevant web results
- Normalize: Convert results into titles, links, and snippets
- Analyze: Generate a source-grounded brief with Groq
- Report: Display analysis and source links clearly
Tech Stack
Backend: Python + FastAPI
LLM: Groq + Llama 3.1 8B
Search: ddgs web search
Deploy: Vercel serverless