Docs/Getting Started/Introduction

Introduction

Alphagent provides autonomous finance agents that reason, research, and analyze markets like your best equity researchers. Our API is fully compatible with OpenAI SDKs—just change the endpoint and start building.

#How It Works

Alphagent is a drop-in replacement for OpenAI. Use the same SDK you already know—just point it to our endpoint. Behind the scenes, our multi-agent system orchestrates specialized financial agents to research, analyze, and verify every response.

Multi-Agent

5 specialist agents for fundamentals, portfolio, derivatives, technicals, and sentiment.

Deep Reasoning

Synthesizes insights from SEC filings, market data, and social sentiment.

Verified Claims

Every response includes verification metadata with confidence scores.

#Available Models

Choose the model that fits your use case. Smart is great for quick analysis, while Deep Research models provide comprehensive multi-agent analysis.

ModelDescriptionType
alphagent-smartSkills-based analysis.Skills-based
alphagent-deep-research-fastMulti-agent research, optimized for speed.5-agent
alphagent-deep-research-proMulti-agent research with pro models.5-agent

#Structured Output

Every response includes structured metadata for easy integration into your application. See the Response Format for the full schema.

JSON Response

OpenAI-compatible format with additional metadata fields.

Verification Report

Verified claims, flagged issues, and confidence scores.