pkargupta/idea_catalyst
Idea-Catalyst is a metacognition-driven framework for helping humans and LLMs boost their creativity during the scientific brainstorming process.
Implements a four-stage pipeline that decomposes research problems into questions, searches target-domain and cross-domain literature via Semantic Scholar API, then ranks integrated inspirations using LLM-based relevance scoring. Supports configurable models (e.g., Qwen3-14B), temperature tuning, and filtering thresholds to control idea quality across domain-transfer scenarios drawn from the CHIMERA dataset.
Stars
22
Forks
4
Language
Python
License
—
Category
Last pushed
Mar 15, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/agents/pkargupta/idea_catalyst"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
GeoRetina/Arion
Arion is the first agentic AI desktop app for geospatial analysis, developed by GeoRetina Inc.
riyanshibohra/OnsetLab
Tool-calling AI agents that run locally.
axioma-ai-labs/nevron
Nevron: highly customizable, extremely lightweight and fully scalable AI Agent Framework
nonatofabio/luna-agent
Custom minimal AI agent with persistent memory, MCP tools, and Discord
theonlyamos/cognitrix
Create AI Agents equipped with tools and extensions