llm-fragments-us-legislation

Load bills from Congress.gov as LLM fragments

Installation

Install this plugin in the same environment as LLM.

llm install llm-fragments-us-legislation

Usage

First set the environment variable CONGRESS_API_KEY (sign up for a key here).

Then you can load in a bill like so:

# This bill is yuge, so use a model with enough context!
llm -f bill:hr1-119 'Summarize this bill' -m gemini-2.5-pro-preview-05-06

Bill fragment format

bill:BILL_ID[:OPTION]

Where:

• BILL_ID follows the format [type][number]-[congress]
  • type: hr (House) or s (Senate)
  • number: Bill number
  • congress: Congress session number
• OPTION (optional): Specifies what content to retrieve

Basic Examples

# Load full bill text
llm -f bill:hr1-119 'Summarize this bill' -m gemini-2.5-pro-preview-05-06

# Load table of contents only
llm -f bill:hr1-119:toc 'What are the main sections of this bill?'

# Load a specific section
llm -f bill:hr1-119:section-110101 'Is there language in here to prevent fraud?'

# Load multiple sections
llm -f bill:hr1-119:section-80101,80121 'What does this Alaska section do differently than the non-Alaska sections?'

# Store local responses of API calls with DEBUG=1
DEBUG=1 llm -f bill:hr1-119:section-80101,80121 'What does this Alaska section do differently than the non-Alaska sections?'

Available Options

Bill ID Examples

• hr1-119 - House Resolution 1 from the 119th Congress
• s1046-118 - Senate Bill 1046 from the 118th Congress
• hr2-117 - House Resolution 2 from the 117th Congress

Development

To set up this plugin locally, first checkout the code. Then create a new virtual environment:

cd llm-fragments-us-legislation
python -m venv venv
source venv/bin/activate

Now install the dependencies and test dependencies:

python -m pip install -e '.[test]'

To run the tests:

python -m pytest