From 89f62d5dea421cc77853f0452ca04f0609804241 Mon Sep 17 00:00:00 2001
From: spencrr <23708360+spencrr@users.noreply.github.com>
Date: Tue, 19 May 2026 09:59:22 -0700
Subject: [PATCH 1/2] [DOCS]: Update Docs
---
.github/workflows/docs.yml | 1 +
README.md | 2 +-
docs/404.md | 13 +
docs/_includes/abbreviations.md | 10 +
docs/_overrides/main.html | 6 +
docs/api/index.md | 5 +
docs/attacks/index.md | 4 +
docs/concepts/index.md | 4 +
docs/contributing/index.md | 4 +
docs/contributing/release-process.md | 6 +-
docs/getting-started/index.md | 4 +
docs/getting-started/installation.md | 20 +-
docs/getting-started/quickstart.md | 24 +-
docs/glossary.md | 4 +
docs/images/RAMPART.svg | 513 ++++++++++++++++++++++++
docs/index.md | 8 +-
docs/probes/index.md | 4 +
docs/stylesheets/custom.css | 4 +
docs/usage/authoring-tests.md | 63 +--
docs/usage/ci-integration.md | 20 +-
docs/usage/index.md | 4 +
mkdocs.yml | 81 +++-
pyproject.toml | 1 +
uv.lock | 578 +++++++++++++++------------
24 files changed, 1060 insertions(+), 323 deletions(-)
create mode 100644 docs/404.md
create mode 100644 docs/_includes/abbreviations.md
create mode 100644 docs/_overrides/main.html
create mode 100644 docs/images/RAMPART.svg
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index f566ca53..2b5ff69a 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -24,6 +24,7 @@ jobs:
- name: Checkout
uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
with:
+ fetch-depth: 0
persist-credentials: false
- name: Set up Python
diff --git a/README.md b/README.md
index 8dcd8960..971dde87 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,5 @@
-
+
RAMPART
diff --git a/docs/404.md b/docs/404.md
new file mode 100644
index 00000000..f2ab1440
--- /dev/null
+++ b/docs/404.md
@@ -0,0 +1,13 @@
+# Page not found
+
+Sorry, the page you're looking for doesn't exist.
+
+It may have been moved, renamed, or removed. Try one of the following:
+
+- Use the search bar above to find what you're looking for.
+- Head back to the [home page](index.md).
+- Browse the [getting started guide](getting-started/index.md).
+- Check the [API reference](api/index.md).
+
+If you think this is a broken link in the documentation, please
+[open an issue](https://github.com/microsoft/RAMPART/issues/new).
diff --git a/docs/_includes/abbreviations.md b/docs/_includes/abbreviations.md
new file mode 100644
index 00000000..d9fae647
--- /dev/null
+++ b/docs/_includes/abbreviations.md
@@ -0,0 +1,10 @@
+*[XPIA]: Cross-Prompt Injection Attack — an attack where adversarial content reaches the agent indirectly via a data source (file, email, web page) rather than directly through the user's prompt.
+*[PyRIT]: Python Risk Identification Tool — Microsoft's open-source AI red-teaming library that RAMPART builds on.
+*[CVE]: Common Vulnerabilities and Exposures — public catalog of disclosed security vulnerabilities.
+*[OG]: Open Graph — protocol that defines how URLs render as rich previews on social media and chat platforms.
+*[OIDC]: OpenID Connect — identity layer on top of OAuth 2.0 used by GitHub Actions for keyless authentication.
+*[OWASP]: Open Worldwide Application Security Project — community producing security guidance and the OWASP Top 10.
+*[SemVer]: Semantic Versioning — `MAJOR.MINOR.PATCH` versioning scheme.
+*[PyPA]: Python Packaging Authority — working group maintaining Python packaging standards and tooling.
+*[gRPC]: Google Remote Procedure Call — high-performance RPC framework based on HTTP/2 and Protocol Buffers.
+*[SUT]: System Under Test — the agent or component being evaluated by a RAMPART test.
diff --git a/docs/_overrides/main.html b/docs/_overrides/main.html
new file mode 100644
index 00000000..b413ca87
--- /dev/null
+++ b/docs/_overrides/main.html
@@ -0,0 +1,6 @@
+{% extends "base.html" %}
+
+{% block announce %}
+ RAMPART is in alpha — APIs may change before 1.0.
+ See the release process for stability details.
+{% endblock %}
diff --git a/docs/api/index.md b/docs/api/index.md
index 4480cb15..b5ac82a8 100644
--- a/docs/api/index.md
+++ b/docs/api/index.md
@@ -1,7 +1,12 @@
+---
+description: API reference for RAMPART, auto-generated from source docstrings. Covers core types, protocols, attacks, probes, evaluators, drivers, payloads, surfaces, converters, reporting, and the pytest plugin.
+---
+
# API Reference
API reference organized by RAMPART's package layout. Each page documents the public symbols in one module, auto-generated from source docstrings.
+
| Page | Contents |
|------|----------|
| [Core Types](core-types.md) | `Payload`, `Request`, `Response`, `Turn`, `Result`, `SafetyStatus`, `HarmCategory`, and more |
diff --git a/docs/attacks/index.md b/docs/attacks/index.md
index 98d41f43..07fdfceb 100644
--- a/docs/attacks/index.md
+++ b/docs/attacks/index.md
@@ -1,3 +1,7 @@
+---
+description: Built-in RAMPART attacks, including XPIA (Cross-Prompt Injection Attack), with patterns for surface-based and inline injection.
+---
+
# Attacks
For background on what attacks are and how they work, see [Concepts: Attacks](../concepts/attacks.md).
diff --git a/docs/concepts/index.md b/docs/concepts/index.md
index e2a4b430..deaa623f 100644
--- a/docs/concepts/index.md
+++ b/docs/concepts/index.md
@@ -1,3 +1,7 @@
+---
+description: Mental model for RAMPART — attacks vs probes, evaluators, the execution lifecycle, and how RAMPART builds on PyRIT.
+---
+
# Concepts
Core ideas behind RAMPART. Read these before writing tests.
diff --git a/docs/contributing/index.md b/docs/contributing/index.md
index 5086cd71..c116e7fa 100644
--- a/docs/contributing/index.md
+++ b/docs/contributing/index.md
@@ -1,3 +1,7 @@
+---
+description: How to contribute to RAMPART — development setup, code style, testing standards, architecture, extension points, and the release process.
+---
+
# Contributing to RAMPART
We welcome contributions and suggestions! Whether you're fixing a bug, adding a new attack type, improving documentation, or filing an issue, your help is appreciated.
diff --git a/docs/contributing/release-process.md b/docs/contributing/release-process.md
index 5cf1178a..08c66098 100644
--- a/docs/contributing/release-process.md
+++ b/docs/contributing/release-process.md
@@ -9,9 +9,9 @@ Follow the instructions in the order provided.
Before starting the release process, verify the codebase is in a healthy state.
-- **Check for pending changes.** Ask other RAMPART maintainers whether they have any in-flight changes that should land before the release.
-- **Verify CI pipelines.** Confirm that all unit tests, lint, type checks, and coverage gates are green on `main`. If anything is failing, fix it before proceeding.
-- **Verify the PyRIT pin.** RAMPART pins PyRIT to a specific version in `pyproject.toml`. Confirm the pinned version is the one you intend to ship against — see [PyRIT Dependency](#pyrit-dependency).
+- [ ] **Check for pending changes.** Ask other RAMPART maintainers whether they have any in-flight changes that should land before the release.
+- [ ] **Verify CI pipelines.** Confirm that all unit tests, lint, type checks, and coverage gates are green on `main`. If anything is failing, fix it before proceeding.
+- [ ] **Verify the PyRIT pin.** RAMPART pins PyRIT to a specific version in `pyproject.toml`. Confirm the pinned version is the one you intend to ship against — see [PyRIT Dependency](#pyrit-dependency).
## 2. Decide the Next Version
diff --git a/docs/getting-started/index.md b/docs/getting-started/index.md
index 80e84c24..f5d5529b 100644
--- a/docs/getting-started/index.md
+++ b/docs/getting-started/index.md
@@ -1,3 +1,7 @@
+---
+description: Install RAMPART, run your first safety test, and learn how the pytest plugin fits into your existing test suite.
+---
+
# Getting Started
| Page | Description |
diff --git a/docs/getting-started/installation.md b/docs/getting-started/installation.md
index e50306d6..a497f7fb 100644
--- a/docs/getting-started/installation.md
+++ b/docs/getting-started/installation.md
@@ -28,13 +28,21 @@ uv pip install git+https://github.com/microsoft/RAMPART.git
### Using pip
-```bash
-python -m venv .venv
-source .venv/bin/activate # Linux/macOS
-.venv\Scripts\activate # Windows
+=== "Linux / macOS"
-pip install git+https://github.com/microsoft/RAMPART.git
-```
+ ```bash
+ python -m venv .venv
+ source .venv/bin/activate
+ pip install git+https://github.com/microsoft/RAMPART.git
+ ```
+
+=== "Windows (PowerShell)"
+
+ ```powershell
+ python -m venv .venv
+ .venv\Scripts\Activate.ps1
+ pip install git+https://github.com/microsoft/RAMPART.git
+ ```
Both approaches install RAMPART and all dependencies, including [PyRIT](https://github.com/microsoft/PyRIT) v0.13.0.
diff --git a/docs/getting-started/quickstart.md b/docs/getting-started/quickstart.md
index bb23dae9..1ccee8a1 100644
--- a/docs/getting-started/quickstart.md
+++ b/docs/getting-started/quickstart.md
@@ -14,7 +14,7 @@ Follow the [Installation](installation.md) guide, then return here.
Your adapter bridges RAMPART and your agent. Implement two protocols: [`AgentAdapter`][rampart.core.adapter.AgentAdapter] (factory + metadata) and [`Session`][rampart.core.adapter.Session] (interaction).
-```python
+```python linenums="1"
# my_agent/adapter.py
from rampart import (
@@ -32,7 +32,7 @@ class MyAgentSession:
def __init__(self, api_client):
self._client = api_client
- async def send_async(self, request: Request) -> Response:
+ async def send_async(self, request: Request) -> Response: # (1)!
# Replace this with your agent's actual API call.
# This could be an OpenAI client, an HTTP request,
# a gRPC call, a Playwright browser session — whatever
@@ -41,16 +41,16 @@ class MyAgentSession:
return Response(
text=raw_response["text"],
- tool_calls=[
+ tool_calls=[ # (2)!
ToolCall(name=tc["name"], arguments=tc["args"])
for tc in raw_response.get("tool_calls", [])
],
)
- async def __aenter__(self):
+ async def __aenter__(self): # (3)!
return self
- async def __aexit__(self, exc_type, exc_val, exc_tb):
+ async def __aexit__(self, exc_type, exc_val, exc_tb): # (4)!
pass
@@ -60,19 +60,25 @@ class MyAgentAdapter:
def __init__(self, api_client):
self._client = api_client
- async def create_session_async(self) -> MyAgentSession:
+ async def create_session_async(self) -> MyAgentSession: # (5)!
return MyAgentSession(api_client=self._client)
@property
- def manifest(self) -> AppManifest:
+ def manifest(self) -> AppManifest: # (6)!
return AppManifest(name="My Agent")
@property
- def observability_profile(self) -> ObservabilityLevel:
+ def observability_profile(self) -> ObservabilityLevel: # (7)!
return ObservabilityLevel.TOOL_ONLY
```
-The adapter needs three things: `create_session_async()` to create sessions, `manifest` to identify your agent, and `observability_profile` to declare what the adapter can observe. See [Writing Tests](../usage/authoring-tests.md) for the full details on manifests, tool declarations, and observability levels.
+1. **Send a request, return a response.** Populate `tool_calls` and `side_effects` with everything you can observe. Empty lists mean "no observations," not "nothing happened."
+2. **Tool calls go here.** The evaluator [`ToolCalled`][rampart.evaluators.tool_called.ToolCalled] only fires if these are reported, so don't skip them when your agent supports tools.
+3. **Set up session-level state.** API connections, browser contexts, anything that lives for one interaction.
+4. **Clean up.** Must be idempotent and must not raise — RAMPART always calls this, even after errors.
+5. **Create a fresh session per execution.** RAMPART manages the lifecycle; you just hand over a new `Session`.
+6. **Identify the agent.** Add `tools=[...]` and `data_sources=[...]` here once you wire those up.
+7. **Declare what you can observe.** Affects which evaluators are reliable — see [Writing Tests](../usage/authoring-tests.md).
---
diff --git a/docs/glossary.md b/docs/glossary.md
index ac616937..54203001 100644
--- a/docs/glossary.md
+++ b/docs/glossary.md
@@ -1,3 +1,7 @@
+---
+description: Definitions for terms used throughout the RAMPART documentation — adapter, attack, probe, evaluator, surface, payload, and more.
+---
+
# Glossary
Terms used throughout the RAMPART documentation.
diff --git a/docs/images/RAMPART.svg b/docs/images/RAMPART.svg
new file mode 100644
index 00000000..264cc225
--- /dev/null
+++ b/docs/images/RAMPART.svg
@@ -0,0 +1,513 @@
+
+
+
+ Layer 1
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diff --git a/docs/index.md b/docs/index.md
index ecdaa2ef..a1cf4837 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -1,6 +1,8 @@
-
-
-
+---
+description: RAMPART is a pytest-native safety testing framework for agentic AI applications. Write attack and probe tests, orchestrate the interaction, and report results in CI.
+---
+
+{ .hero-logo }
# RAMPART Documentation
diff --git a/docs/probes/index.md b/docs/probes/index.md
index 7b9bc09a..94729577 100644
--- a/docs/probes/index.md
+++ b/docs/probes/index.md
@@ -1,3 +1,7 @@
+---
+description: Built-in RAMPART probes that verify expected agent behavior, including the behavioral probe.
+---
+
# Probes
Available probe types.
diff --git a/docs/stylesheets/custom.css b/docs/stylesheets/custom.css
index 607f3613..60ded7ea 100644
--- a/docs/stylesheets/custom.css
+++ b/docs/stylesheets/custom.css
@@ -38,3 +38,7 @@
margin-left: auto;
margin-right: auto;
}
+
+.md-typeset img.hero-logo {
+ max-width: 50%;
+}
diff --git a/docs/usage/authoring-tests.md b/docs/usage/authoring-tests.md
index 2b6bec98..4bc3384a 100644
--- a/docs/usage/authoring-tests.md
+++ b/docs/usage/authoring-tests.md
@@ -12,11 +12,11 @@ Every RAMPART test needs an adapter that connects your agent to the framework.
A [`Session`][rampart.core.adapter.Session] is an async context manager that sends requests and returns responses:
-```python
+```python linenums="1"
from rampart import Request, Response, ToolCall
class MySession:
- async def send_async(self, request: Request) -> Response:
+ async def send_async(self, request: Request) -> Response: # (1)!
raw = await self._client.chat(request.prompt)
return Response(
text=raw["text"],
@@ -26,18 +26,16 @@ class MySession:
],
)
- async def __aenter__(self):
+ async def __aenter__(self): # (2)!
return self
- async def __aexit__(self, exc_type, exc_val, exc_tb):
+ async def __aexit__(self, exc_type, exc_val, exc_tb): # (3)!
pass
```
-**Key responsibilities:**
-
-- **`send_async`**: Populate `Response.tool_calls` and `Response.side_effects` with everything you can observe. Empty lists mean "no observations," not "nothing happened."
-- **`__aenter__`**: Set up session-level state (API connections, browser contexts).
-- **`__aexit__`**: Clean up. Must be idempotent and must not raise.
+1. Populate `Response.tool_calls` and `Response.side_effects` with everything you can observe. Empty lists mean "no observations," not "nothing happened."
+2. Set up session-level state (API connections, browser contexts).
+3. Clean up. Must be idempotent and must not raise.
### AgentAdapter Protocol
@@ -174,35 +172,38 @@ class MyFileSurface:
path=self._target_path,
payload=payload,
)
+```
+??? note "`_FileInjection` reference implementation"
-class _FileInjection:
- def __init__(self, *, client, path: str, payload: Payload):
- self._client = client
- self._path = path
- self._payload = payload
- self._original_content: str | None = None
+ ```python linenums="1"
+ class _FileInjection:
+ def __init__(self, *, client, path: str, payload: Payload):
+ self._client = client
+ self._path = path
+ self._payload = payload
+ self._original_content: str | None = None
- @property
- def payload_id(self) -> str | None:
- return self._payload.id
+ @property
+ def payload_id(self) -> str | None:
+ return self._payload.id
- @property
- def surface_name(self) -> str:
- return "file_system"
+ @property
+ def surface_name(self) -> str:
+ return "file_system"
- async def wait_until_ready(self) -> None:
- pass # or: await asyncio.sleep(10.0) for indexing delay
+ async def wait_until_ready(self) -> None:
+ pass # or: await asyncio.sleep(10.0) for indexing delay
- async def __aenter__(self):
- self._original_content = await self._client.read(self._path)
- await self._client.write(self._path, self._payload.content)
- return self
+ async def __aenter__(self):
+ self._original_content = await self._client.read(self._path)
+ await self._client.write(self._path, self._payload.content)
+ return self
- async def __aexit__(self, exc_type, exc_val, exc_tb):
- if self._original_content is not None:
- await self._client.write(self._path, self._original_content)
-```
+ async def __aexit__(self, exc_type, exc_val, exc_tb):
+ if self._original_content is not None:
+ await self._client.write(self._path, self._original_content)
+ ```
!!! warning
`__aexit__` must not raise. If cleanup can fail, catch and log the exception.
diff --git a/docs/usage/ci-integration.md b/docs/usage/ci-integration.md
index 4e2256a2..0c42f942 100644
--- a/docs/usage/ci-integration.md
+++ b/docs/usage/ci-integration.md
@@ -61,7 +61,25 @@ The JSON file contains aggregate statistics and per-result data that CI dashboar
## Environment Variables
-RAMPART itself does not read environment variables. Your adapter and test configuration typically do:
+RAMPART itself does not read environment variables. Your adapter and test configuration typically do. Setting them locally for ad-hoc runs:
+
+=== "Linux / macOS"
+
+ ```bash
+ export AGENT_API_KEY="..."
+ export AGENT_ENDPOINT="https://..."
+ pytest tests/
+ ```
+
+=== "Windows (PowerShell)"
+
+ ```powershell
+ $env:AGENT_API_KEY = "..."
+ $env:AGENT_ENDPOINT = "https://..."
+ pytest tests/
+ ```
+
+Then consume them in your adapter and configuration:
```python
import os
diff --git a/docs/usage/index.md b/docs/usage/index.md
index f2387b21..48f214c7 100644
--- a/docs/usage/index.md
+++ b/docs/usage/index.md
@@ -1,3 +1,7 @@
+---
+description: Patterns for authoring RAMPART tests — adapters, manifests, evaluators, surfaces, pytest markers, reporting, and CI integration.
+---
+
# Usage
| Page | Description |
diff --git a/mkdocs.yml b/mkdocs.yml
index 66b4765d..5659cd42 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -3,9 +3,37 @@ site_description: A pytest-native safety testing framework for agentic AI applic
site_url: https://microsoft.github.io/RAMPART/
repo_url: https://github.com/microsoft/RAMPART
repo_name: microsoft/RAMPART
+edit_uri_template: blob/main/docs/{path}
+
+copyright: Copyright © 2026 Microsoft Corporation
+
+validation:
+ omitted_files: warn
+ absolute_links: warn
+ unrecognized_links: info
+ anchors: warn
+ nav:
+ not_found: warn
+ omitted_files: warn
+ absolute_links: warn
+
+not_in_nav: |
+ 404.md
+
+exclude_docs: |
+ _includes/
+ _overrides/
+
+extra:
+ generator: false
+ social:
+ - icon: fontawesome/brands/github
+ link: https://github.com/microsoft/RAMPART
+ name: RAMPART on GitHub
theme:
name: material
+ custom_dir: docs/_overrides
palette:
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scheme: default
@@ -22,43 +50,74 @@ theme:
icon: material/brightness-4
name: Switch to light mode
features:
- - navigation.sections
- - navigation.expand
+ - announce.dismiss
+ - content.action.edit
+ - content.code.annotate
+ - content.code.copy
+ - content.code.select
+ - content.tabs.link
+ - content.tooltips
+ - navigation.footer
- navigation.indexes
+ - navigation.instant
+ - navigation.instant.progress
+ - navigation.path
+ - navigation.sections
+ - navigation.tabs
+ - navigation.tabs.sticky
- navigation.top
- - content.code.copy
+ - navigation.tracking
+ - search.highlight
+ - search.share
+ - search.suggest
- toc.follow
icon:
repo: fontawesome/brands/github
+ logo: images/RAMPART.svg
+ favicon: images/RAMPART.svg
extra_css:
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markdown_extensions:
+ - abbr
- admonition
- attr_list
+ - def_list
+ - footnotes
- md_in_html
+ - tables
- pymdownx.details
+ - pymdownx.emoji:
+ emoji_index: !!python/name:material.extensions.emoji.twemoji
+ emoji_generator: !!python/name:material.extensions.emoji.to_svg
+ - pymdownx.highlight:
+ anchor_linenums: true
+ auto_title: true
+ line_spans: __span
+ pygments_lang_class: true
+ - pymdownx.snippets:
+ base_path: [!relative $config_dir]
+ check_paths: true
+ auto_append:
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- pymdownx.superfences:
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class: mermaid
format: !!python/name:pymdownx.superfences.fence_code_format
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- emoji_generator: !!python/name:material.extensions.emoji.to_svg
- pymdownx.tabbed:
alternate_style: true
- - tables
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permalink: true
- - def_list
plugins:
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+ - privacy
+ - git-revision-date-localized:
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- mkdocstrings:
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handlers:
diff --git a/pyproject.toml b/pyproject.toml
index 67fa38f5..4864de90 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,6 +50,7 @@ dev = [
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"mkdocs>=1.6",
"mkdocs-material>=9.5",
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"mkdocstrings[python]>=1.0.4",
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index 5f596da4..c86d9cc5 100644
--- a/uv.lock
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@@ -4078,9 +4140,9 @@ wheels = [
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wheels = [
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From 6da2df2a8f623a1a7370b0fae15587cacdc246a2 Mon Sep 17 00:00:00 2001
From: spencrr <23708360+spencrr@users.noreply.github.com>
Date: Tue, 19 May 2026 11:57:38 -0700
Subject: [PATCH 2/2] pip install rampart
---
docs/getting-started/installation.md | 6 +++---
1 file changed, 3 insertions(+), 3 deletions(-)
diff --git a/docs/getting-started/installation.md b/docs/getting-started/installation.md
index a497f7fb..a365e295 100644
--- a/docs/getting-started/installation.md
+++ b/docs/getting-started/installation.md
@@ -23,7 +23,7 @@ Or, if you already have a project:
```bash
uv venv
-uv pip install git+https://github.com/microsoft/RAMPART.git
+uv pip install rampart
```
### Using pip
@@ -33,7 +33,7 @@ uv pip install git+https://github.com/microsoft/RAMPART.git
```bash
python -m venv .venv
source .venv/bin/activate
- pip install git+https://github.com/microsoft/RAMPART.git
+ pip install rampart
```
=== "Windows (PowerShell)"
@@ -41,7 +41,7 @@ uv pip install git+https://github.com/microsoft/RAMPART.git
```powershell
python -m venv .venv
.venv\Scripts\Activate.ps1
- pip install git+https://github.com/microsoft/RAMPART.git
+ pip install rampart
```
Both approaches install RAMPART and all dependencies, including [PyRIT](https://github.com/microsoft/PyRIT) v0.13.0.