NIRMAN
Student Freelance PlatformPIVOT

Workspace Settings

Configure system endpoints, AI orchestration providers, and persistent project memory.

FastAPI Backend Connection
CHECKING

Points to your FastAPI service hosting LangGraph workflows and database endpoints.

AI Provider Configuration
Google Gemini ProviderStructured extraction & evidence reasoning using Gemini 2.5 Flash
CONFIGURED IN BACKEND
ZERO-FAILURE LOCAL FALLBACK

When GOOGLE_API_KEY is omitted, Nirman automatically uses high-fidelity deterministic reasoning models to prevent blocking local development or offline evaluation.

Database & Vector Storage

Primary store: PostgreSQL / SQLite via SQLAlchemy Async

Supabase schema: supabase/migrations/20250101_initial_schema.sql

Embeddings & similarity: pgvector ready