kinjal1234/fastapi-pipeline-api repository overview

⁠A.D.A.M. (Agentic Data Analysis Manager)

⁠Backend API Service Specifications

Overview: The backend image acts as the central orchestration engine for A.D.A.M., built on top of the high-performance, asynchronous FastAPI framework. It houses the global LangGraph state machine and coordinates the end-to-end data processing workflow.

Key Technical Aspects:

• Graph Orchestration: Executes the multi-node LangGraph logic, managing state transitions and dynamic conditional routing between nodes from initial data validation down to report generation.
• Dual-Model Routing: Asynchronously coordinates API payloads, sending conversational intent queries to the local Ollama container while routing heavy code-generation tasks to the Gemini API.
• Resource Broker: Manages high-velocity interaction between the Postgres metadata layer, Redis cache, and MinIO object store to process large dataframes without blocking the event loop.

Main Project Link:

View on GitHub⁠