đ Live Services
Agentic KG API â Healthy
Type: FastAPI Backend
REST API for research problem knowledge graph operations, LLM extraction, and agent workflows.
Agentic KG UI â Fixing
Type: Next.js Dashboard
Web interface for exploring the knowledge graph, visualizing relationships, and managing workflows.
Denario App â Active
Type: Streamlit Interface
Enhanced AI-powered research paper generation interface with Vertex AI integration and file handling improvements.
Denario (Legacy) â Legacy
Type: Streamlit Interface
Original Denario interface. Consider using Denario App instead for latest features and bug fixes.
đī¸ Architecture
Agentic-KG Stack
Frontend: Next.js 14 with React Query, TailwindCSS, react-force-graph
Backend: FastAPI with Pydantic, LangChain, instructor
Database: Neo4j (bolt://34.173.74.125:7687)
LLM Providers: OpenAI (GPT-4, text-embedding-3-small), Anthropic (Claude)
Infrastructure: GCP Cloud Run, Secret Manager, Terraform IaC
Denario Stack
Framework: Streamlit with AG2 (AutoGen), LangGraph
Agents: Multi-agent research assistance system
LLM Support: OpenAI, Anthropic, Google Gemini (via Vertex AI), Perplexity
Capabilities: Idea generation, methodology development, paper writing with LaTeX
đ Documentation
Service Inventory
Complete catalog of all deployed services with URLs, environment variables, and deployment commands.
Sprint Documentation
Detailed sprint plans, requirements, and implementation tracking for all development phases.
Memory Bank
Active context, technical details, and progress tracking for the project.
đ Related Repositories
- đĻ agentic-kg - Main research KG project
- đ DenarioApp - Enhanced Streamlit UI (fork)
- đŦ Denario - Core agent library (fork)
- âŦī¸ Upstream Denario - Original Denario project
âšī¸ URL Note
Each Cloud Run service has two URL formats:
- Legacy:
https://service-542888988741.us-central1.run.app - New:
https://service-tqpsba7pza-uc.a.run.app
Both URLs point to the same service and are fully functional.