Settings
Configuration and system information
System Information
Deep Search pipeline configuration
Stack
Agents
Pydantic AI
Models
Gemini Flash/Pro
Database
SQLite + sqlite-vec
Embeddings
Gemini (3072-dim)
Scoring Formula
Idea-to-Build =
(Demand × 0.4) +
(Supply × 0.3) +
(Validation × 0.2) +
(Timing × 0.1)
(Demand × 0.4) +
(Supply × 0.3) +
(Validation × 0.2) +
(Timing × 0.1)
Data Sources
15 collectors available
Reddit
demand
GitHub
supply
Hacker News
expert
Stack Overflow
demand
HuggingFace
supply
ArXiv
research
Dev.to
expert
Google Trends
trends
NPM
traction
PyPI
traction
AlternativeTo
competitor
VS Code Marketplace
traction
Job Boards
jobs
YouTube
validation
Google Search
validation
API Configuration
Backend connection settings
API URL
https://deep-sources-search.duckdns.orgWebSocket URL
wss://deep-sources-search.duckdns.orgModel Routing
How tasks are routed to different models
Gemini Flash (99%)
Fast
parse_json, filter_data, extract_signals, sentiment_analysis
Gemini Pro (1%)
Strategic
opportunity_scoring, strategic_recommendations