IndexWise

AI systems · Web · Independent project

Research with context and sources.

Screens

This capture shows the web sign-in screen. The research workspace described here is the project direction; the gallery does not yet show an authenticated session.

IndexWise — A starting point for research. — A starting point for research.The current captured web entry screen. A research-session walkthrough is still to be added.

Captured from the development build

What it does

Bring portfolio context, market data and an AI research assistant together while keeping the source and timing of claims visible.

How it works

Step 1Set the context
The user brings a question and portfolio context into the Alfred interface.
Step 2Ask Alfred
Registered tools gather holdings, market data, analysis or external research.
Step 3Read the evidence
Tool output includes data, source and as-of fields; numeric claims are checked against available evidence.
Step 4Explore further
The answer arrives progressively with supporting context and unverified markers where needed.

Research questionPortfolio · market context

Start with a question grounded in a portfolio or market.

Research deskReact · TypeScript

Bring the dashboard and Alfred conversation together.

Alfred engineFastAPI · tool registry

Select tools and assemble an answer from their results.

Evidence checksData · source · as_of

Keep data provenance and check numeric claims.

Market analysispandas · time series

Transform data into historical comparisons and research context.

Data providersAKShare · HTTPExternal service

Fetch configured market sources with their availability limits.

Stack

React · TypeScript · ViteFastAPI · Pythonpandas · AKShare · httpxLLM tool registryGrounding validatorSSE response streamJWT authentication

Research software. Historical analysis does not promise future performance.