Financial Analytics Platform

Welcome to the internal platform engineering documentation for the Tabular Analytics system.

Overview

This service provides natural-language analytics over financial datasets. It combines the flexibility of LLM intent parsing with the determinism of a traditional analytics engine.

Quickstart

Prerequisites

• Docker & Docker Compose
• uv (for local Python dependency management)

Running Locally

./deploy.sh localhost

Running Tests

make test

Architecture Summary

The application is built on FastAPI, using PostgreSQL for persistence and lineage tracking, and Redis for caching and dataset-version-aware invalidation. It exposes structured metrics to Prometheus, traces to Tempo (via OpenTelemetry), and logs to Loki.