LLM Components

We provide several components for LLMs (Large Language Models) that allow you to easily access and analyze financial data, real-time market data, and even enable AI to place orders.

Yes, you can use our LLM components through the Longbridge OpenAPI. Start today!

LLMs Text

The OpenAPI documentation follows the LLMs Text standard, providing llms.txt and Markdown files for each document. Based on this LLMs Text, you can provide AI with a complete dictionary of Longbridge OpenAPI documentation as a reference for AI-assisted development, enabling AI to generate more accurate code.

• https://open.longbridge.com/llms.txt - Approximately 2104 tokens.

Each of our documents is also available in Markdown format. When accessing them, simply add the .md suffix to the URL.

For example:

• https://open.longbridge.com/docs/getting-started.md
• https://open.longbridge.com/docs/quote/pull/static.md

Longbridge.com Markdown Access (AI-friendly)

In addition to OpenAPI docs, pages on https://longbridge.com are also AI-friendly for markdown retrieval.

You can get markdown content in either way:

1. Add .md suffix to page URL
2. Send request header: Accept: text/markdown

Examples:

• https://longbridge.com/en/pricing.md
• curl -H "Accept: text/markdown" https://longbridge.com/quote/TSLA.US

This is useful for LLM crawlers, RAG indexing, and tool-based content ingestion while keeping page structure clean.

Demo

Using in Cursor

Open Cursor, open the command palette (Command + Shift + P), search for and select Add New Custom Docs and enter the Longbridge OpenAPI LLMs Text address in the dialog box:

https://open.longbridge.com/llms.txt

Once added successfully, the Cursor Settings will look like this:

Next, in an AI conversation, you can select the Docs you just added under the docs menu of @Add Context. This allows the AI to use these documents as context in subsequent conversations.