using doc-forge (#1)

Reviewed-on: #1
Co-authored-by: Vishesh 'ironeagle' Bangotra <aetoskia@gmail.com>
Co-committed-by: Vishesh 'ironeagle' Bangotra <aetoskia@gmail.com>

.drone.yml

@@ -0,0 +1,129 @@
+---
+kind: pipeline
+type: docker
+name: build-and-publish-pypi
+
+platform:
+  os: linux
+  arch: arm64
+
+workspace:
+  path: /drone/src
+
+steps:
+  - name: check-version
+    image: curlimages/curl:latest
+    environment:
+      PIP_REPO_URL:
+        from_secret: PIP_REPO_URL
+      PIP_USERNAME:
+        from_secret: PIP_USERNAME
+      PIP_PASSWORD:
+        from_secret: PIP_PASSWORD
+    commands:
+      - PACKAGE_NAME=$(grep -E '^name\s*=' pyproject.toml | head -1 | cut -d'"' -f2)
+      - VERSION=$(grep -E '^version\s*=' pyproject.toml | head -1 | cut -d'"' -f2)
+      - echo "🔍 Checking if $PACKAGE_NAME==$VERSION exists on $PIP_REPO_URL ..."
+      - |
+        if curl -fsSL -u "$PIP_USERNAME:$PIP_PASSWORD" "$PIP_REPO_URL/simple/$PACKAGE_NAME/" | grep -q "$VERSION"; then
+          echo "✅ $PACKAGE_NAME==$VERSION already exists — skipping build."
+          exit 78
+        else
+          echo "🆕 New version detected: $PACKAGE_NAME==$VERSION"
+        fi
+
+  - name: build-package
+    image: python:3.13-slim
+    commands:
+      - pip install --upgrade pip build
+      - echo "📦 Building Python package..."
+      - python -m build
+      - ls -l dist
+
+  - name: upload-to-private-pypi
+    image: python:3.13-slim
+    environment:
+      PIP_REPO_URL:
+        from_secret: PIP_REPO_URL
+      PIP_USERNAME:
+        from_secret: PIP_USERNAME
+      PIP_PASSWORD:
+        from_secret: PIP_PASSWORD
+    commands:
+      - pip install --upgrade twine
+      - echo "🚀 Uploading to private PyPI at $PIP_REPO_URL ..."
+      - |
+        twine upload \
+          --repository-url "$PIP_REPO_URL" \
+          -u "$PIP_USERNAME" \
+          -p "$PIP_PASSWORD" \
+          dist/*
+
+trigger:
+  event:
+    - tag
+
+---
+kind: pipeline
+type: docker
+name: backfill-pypi-from-tags
+
+platform:
+  os: linux
+  arch: arm64
+
+workspace:
+  path: /drone/src
+
+steps:
+  - name: fetch-tags
+    image: alpine/git
+    commands:
+      - git fetch --tags --force
+
+  - name: build-and-upload-missing
+    image: python:3.13-slim
+    environment:
+      PIP_REPO_URL:
+        from_secret: PIP_REPO_URL
+      PIP_USERNAME:
+        from_secret: PIP_USERNAME
+      PIP_PASSWORD:
+        from_secret: PIP_PASSWORD
+    commands:
+      - apt-get update
+      - apt-get install -y git curl ca-certificates
+      - pip install --upgrade pip build twine
+      - |
+        set -e
+
+        PACKAGE_NAME=$(grep -E '^name\s*=' pyproject.toml | cut -d'"' -f2)
+        echo "📦 Package: $PACKAGE_NAME"
+
+        for TAG in $(git tag --sort=version:refname); do
+          VERSION="$TAG"
+          echo "🔁 Version: $VERSION"
+
+          if curl -fsSL -u "$PIP_USERNAME:$PIP_PASSWORD" \
+            "$PIP_REPO_URL/simple/$PACKAGE_NAME/" | grep -q "$VERSION"; then
+            echo "⏭️  Exists, skipping"
+            continue
+          fi
+
+          git checkout --force "$TAG"
+
+          echo "🏗️  Building $VERSION"
+          rm -rf dist
+          python -m build
+
+          echo "⬆️  Uploading $VERSION"
+          twine upload \
+            --repository-url "$PIP_REPO_URL" \
+            -u "$PIP_USERNAME" \
+            -p "$PIP_PASSWORD" \
+            dist/*
+        done
+
+trigger:
+  event:
+    - custom

.gitignore

@@ -37,4 +37,5 @@ Thumbs.db
 *.swp
 *.swo
 *~
-*.tmp
+*.tmp
+site

docforge.nav.yml

@@ -0,0 +1,16 @@
+home: omniread/index.md
+groups:
+  Core API:
+    - omniread/core/index.md
+    - omniread/core/content.md
+    - omniread/core/parser.md
+    - omniread/core/scraper.md
+  HTML Handling:
+    - omniread/html/index.md
+    - omniread/html/parser.md
+    - omniread/html/scraper.md
+  PDF Handling:
+    - omniread/pdf/index.md
+    - omniread/pdf/client.md
+    - omniread/pdf/parser.md
+    - omniread/pdf/scraper.md

docs/omniread/core/content.md

@@ -0,0 +1,3 @@
+# Content
+
+::: omniread.core.content

docs/omniread/core/index.md

@@ -0,0 +1,3 @@
+# Core
+
+::: omniread.core

docs/omniread/core/parser.md

@@ -0,0 +1,3 @@
+# Parser
+
+::: omniread.core.parser

docs/omniread/core/scraper.md

@@ -0,0 +1,3 @@
+# Scraper
+
+::: omniread.core.scraper

docs/omniread/html/index.md

@@ -0,0 +1,3 @@
+# Html
+
+::: omniread.html

docs/omniread/html/parser.md

@@ -0,0 +1,3 @@
+# Parser
+
+::: omniread.html.parser

docs/omniread/html/scraper.md

@@ -0,0 +1,3 @@
+# Scraper
+
+::: omniread.html.scraper

docs/omniread/index.md

@@ -0,0 +1,3 @@
+# Omniread
+
+::: omniread

docs/omniread/pdf/client.md

@@ -0,0 +1,3 @@
+# Client
+
+::: omniread.pdf.client

docs/omniread/pdf/index.md

@@ -0,0 +1,3 @@
+# Pdf
+
+::: omniread.pdf

docs/omniread/pdf/parser.md

@@ -0,0 +1,3 @@
+# Parser
+
+::: omniread.pdf.parser

docs/omniread/pdf/scraper.md

@@ -0,0 +1,3 @@
+# Scraper
+
+::: omniread.pdf.scraper

mcp_docs/index.json

@@ -0,0 +1,6 @@
+{
+  "project": "omniread",
+  "type": "docforge-model",
+  "modules_count": 12,
+  "source": "docforge"
+}

mcp_docs/modules/omniread.core.content.json

@@ -0,0 +1,118 @@
+{
+  "module": "omniread.core.content",
+  "content": {
+    "path": "omniread.core.content",
+    "docstring": "Canonical content models for OmniRead.\n\nThis module defines the **format-agnostic content representation** used across\nall parsers and scrapers in OmniRead.\n\nThe models defined here represent *what* was extracted, not *how* it was\nretrieved or parsed. Format-specific behavior and metadata must not alter\nthe semantic meaning of these models.",
+    "objects": {
+      "Enum": {
+        "name": "Enum",
+        "kind": "alias",
+        "path": "omniread.core.content.Enum",
+        "signature": "<bound method Alias.signature of Alias('Enum', 'enum.Enum')>",
+        "docstring": null
+      },
+      "dataclass": {
+        "name": "dataclass",
+        "kind": "alias",
+        "path": "omniread.core.content.dataclass",
+        "signature": "<bound method Alias.signature of Alias('dataclass', 'dataclasses.dataclass')>",
+        "docstring": null
+      },
+      "Any": {
+        "name": "Any",
+        "kind": "alias",
+        "path": "omniread.core.content.Any",
+        "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
+        "docstring": null
+      },
+      "Mapping": {
+        "name": "Mapping",
+        "kind": "alias",
+        "path": "omniread.core.content.Mapping",
+        "signature": "<bound method Alias.signature of Alias('Mapping', 'typing.Mapping')>",
+        "docstring": null
+      },
+      "Optional": {
+        "name": "Optional",
+        "kind": "alias",
+        "path": "omniread.core.content.Optional",
+        "signature": "<bound method Alias.signature of Alias('Optional', 'typing.Optional')>",
+        "docstring": null
+      },
+      "ContentType": {
+        "name": "ContentType",
+        "kind": "class",
+        "path": "omniread.core.content.ContentType",
+        "signature": "<bound method Class.signature of Class('ContentType', 17, 36)>",
+        "docstring": "Supported MIME types for extracted content.\n\nThis enum represents the declared or inferred media type of the content\nsource. It is primarily used for routing content to the appropriate\nparser or downstream consumer.",
+        "members": {
+          "HTML": {
+            "name": "HTML",
+            "kind": "attribute",
+            "path": "omniread.core.content.ContentType.HTML",
+            "signature": null,
+            "docstring": "HTML document content."
+          },
+          "PDF": {
+            "name": "PDF",
+            "kind": "attribute",
+            "path": "omniread.core.content.ContentType.PDF",
+            "signature": null,
+            "docstring": "PDF document content."
+          },
+          "JSON": {
+            "name": "JSON",
+            "kind": "attribute",
+            "path": "omniread.core.content.ContentType.JSON",
+            "signature": null,
+            "docstring": "JSON document content."
+          },
+          "XML": {
+            "name": "XML",
+            "kind": "attribute",
+            "path": "omniread.core.content.ContentType.XML",
+            "signature": null,
+            "docstring": "XML document content."
+          }
+        }
+      },
+      "Content": {
+        "name": "Content",
+        "kind": "class",
+        "path": "omniread.core.content.Content",
+        "signature": "<bound method Class.signature of Class('Content', 39, 63)>",
+        "docstring": "Normalized representation of extracted content.\n\nA `Content` instance represents a raw content payload along with minimal\ncontextual metadata describing its origin and type.\n\nThis class is the **primary exchange format** between:\n- Scrapers\n- Parsers\n- Downstream consumers\n\nAttributes:\n    raw: Raw content bytes as retrieved from the source.\n    source: Identifier of the content origin (URL, file path, or logical name).\n    content_type: Optional MIME type of the content, if known.\n    metadata: Optional, implementation-defined metadata associated with\n        the content (e.g., headers, encoding hints, extraction notes).",
+        "members": {
+          "raw": {
+            "name": "raw",
+            "kind": "attribute",
+            "path": "omniread.core.content.Content.raw",
+            "signature": null,
+            "docstring": null
+          },
+          "source": {
+            "name": "source",
+            "kind": "attribute",
+            "path": "omniread.core.content.Content.source",
+            "signature": null,
+            "docstring": null
+          },
+          "content_type": {
+            "name": "content_type",
+            "kind": "attribute",
+            "path": "omniread.core.content.Content.content_type",
+            "signature": null,
+            "docstring": null
+          },
+          "metadata": {
+            "name": "metadata",
+            "kind": "attribute",
+            "path": "omniread.core.content.Content.metadata",
+            "signature": null,
+            "docstring": null
+          }
+        }
+      }
+    }
+  }
+}

mcp_docs/modules/omniread.core.json

@@ -0,0 +1,513 @@
+{
+  "module": "omniread.core",
+  "content": {
+    "path": "omniread.core",
+    "docstring": "Core domain contracts for OmniRead.\n\nThis package defines the **format-agnostic domain layer** of OmniRead.\nIt exposes canonical content models and abstract interfaces that are\nimplemented by format-specific modules (HTML, PDF, etc.).\n\nPublic exports from this package are considered **stable contracts** and\nare safe for downstream consumers to depend on.\n\nSubmodules:\n- content: Canonical content models and enums\n- parser: Abstract parsing contracts\n- scraper: Abstract scraping contracts\n\nFormat-specific behavior must not be introduced at this layer.",
+    "objects": {
+      "Content": {
+        "name": "Content",
+        "kind": "class",
+        "path": "omniread.core.Content",
+        "signature": "<bound method Alias.signature of Alias('Content', 'omniread.core.content.Content')>",
+        "docstring": "Normalized representation of extracted content.\n\nA `Content` instance represents a raw content payload along with minimal\ncontextual metadata describing its origin and type.\n\nThis class is the **primary exchange format** between:\n- Scrapers\n- Parsers\n- Downstream consumers\n\nAttributes:\n    raw: Raw content bytes as retrieved from the source.\n    source: Identifier of the content origin (URL, file path, or logical name).\n    content_type: Optional MIME type of the content, if known.\n    metadata: Optional, implementation-defined metadata associated with\n        the content (e.g., headers, encoding hints, extraction notes).",
+        "members": {
+          "raw": {
+            "name": "raw",
+            "kind": "attribute",
+            "path": "omniread.core.Content.raw",
+            "signature": "<bound method Alias.signature of Alias('raw', 'omniread.core.content.Content.raw')>",
+            "docstring": null
+          },
+          "source": {
+            "name": "source",
+            "kind": "attribute",
+            "path": "omniread.core.Content.source",
+            "signature": "<bound method Alias.signature of Alias('source', 'omniread.core.content.Content.source')>",
+            "docstring": null
+          },
+          "content_type": {
+            "name": "content_type",
+            "kind": "attribute",
+            "path": "omniread.core.Content.content_type",
+            "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.core.content.Content.content_type')>",
+            "docstring": null
+          },
+          "metadata": {
+            "name": "metadata",
+            "kind": "attribute",
+            "path": "omniread.core.Content.metadata",
+            "signature": "<bound method Alias.signature of Alias('metadata', 'omniread.core.content.Content.metadata')>",
+            "docstring": null
+          }
+        }
+      },
+      "ContentType": {
+        "name": "ContentType",
+        "kind": "class",
+        "path": "omniread.core.ContentType",
+        "signature": "<bound method Alias.signature of Alias('ContentType', 'omniread.core.content.ContentType')>",
+        "docstring": "Supported MIME types for extracted content.\n\nThis enum represents the declared or inferred media type of the content\nsource. It is primarily used for routing content to the appropriate\nparser or downstream consumer.",
+        "members": {
+          "HTML": {
+            "name": "HTML",
+            "kind": "attribute",
+            "path": "omniread.core.ContentType.HTML",
+            "signature": "<bound method Alias.signature of Alias('HTML', 'omniread.core.content.ContentType.HTML')>",
+            "docstring": "HTML document content."
+          },
+          "PDF": {
+            "name": "PDF",
+            "kind": "attribute",
+            "path": "omniread.core.ContentType.PDF",
+            "signature": "<bound method Alias.signature of Alias('PDF', 'omniread.core.content.ContentType.PDF')>",
+            "docstring": "PDF document content."
+          },
+          "JSON": {
+            "name": "JSON",
+            "kind": "attribute",
+            "path": "omniread.core.ContentType.JSON",
+            "signature": "<bound method Alias.signature of Alias('JSON', 'omniread.core.content.ContentType.JSON')>",
+            "docstring": "JSON document content."
+          },
+          "XML": {
+            "name": "XML",
+            "kind": "attribute",
+            "path": "omniread.core.ContentType.XML",
+            "signature": "<bound method Alias.signature of Alias('XML', 'omniread.core.content.ContentType.XML')>",
+            "docstring": "XML document content."
+          }
+        }
+      },
+      "BaseParser": {
+        "name": "BaseParser",
+        "kind": "class",
+        "path": "omniread.core.BaseParser",
+        "signature": "<bound method Alias.signature of Alias('BaseParser', 'omniread.core.parser.BaseParser')>",
+        "docstring": "Base interface for all parsers.\n\nA parser is a self-contained object that owns the Content\nit is responsible for interpreting.\n\nImplementations must:\n- Declare supported content types via `supported_types`\n- Raise parsing-specific exceptions from `parse()`\n- Remain deterministic for a given input\n\nConsumers may rely on:\n- Early validation of content compatibility\n- Type-stable return values from `parse()`",
+        "members": {
+          "supported_types": {
+            "name": "supported_types",
+            "kind": "attribute",
+            "path": "omniread.core.BaseParser.supported_types",
+            "signature": "<bound method Alias.signature of Alias('supported_types', 'omniread.core.parser.BaseParser.supported_types')>",
+            "docstring": "Set of content types supported by this parser.\n\nAn empty set indicates that the parser is content-type agnostic."
+          },
+          "content": {
+            "name": "content",
+            "kind": "attribute",
+            "path": "omniread.core.BaseParser.content",
+            "signature": "<bound method Alias.signature of Alias('content', 'omniread.core.parser.BaseParser.content')>",
+            "docstring": null
+          },
+          "parse": {
+            "name": "parse",
+            "kind": "function",
+            "path": "omniread.core.BaseParser.parse",
+            "signature": "<bound method Alias.signature of Alias('parse', 'omniread.core.parser.BaseParser.parse')>",
+            "docstring": "Parse the owned content into structured output.\n\nImplementations must fully consume the provided content and\nreturn a deterministic, structured output.\n\nReturns:\n    Parsed, structured representation.\n\nRaises:\n    Exception: Parsing-specific errors as defined by the implementation."
+          },
+          "supports": {
+            "name": "supports",
+            "kind": "function",
+            "path": "omniread.core.BaseParser.supports",
+            "signature": "<bound method Alias.signature of Alias('supports', 'omniread.core.parser.BaseParser.supports')>",
+            "docstring": "Check whether this parser supports the content's type.\n\nReturns:\n    True if the content type is supported; False otherwise."
+          }
+        }
+      },
+      "BaseScraper": {
+        "name": "BaseScraper",
+        "kind": "class",
+        "path": "omniread.core.BaseScraper",
+        "signature": "<bound method Alias.signature of Alias('BaseScraper', 'omniread.core.scraper.BaseScraper')>",
+        "docstring": "Base interface for all scrapers.\n\nA scraper is responsible ONLY for fetching raw content\n(bytes) from a source. It must not interpret or parse it.\n\nA scraper is a **stateless acquisition component** that retrieves raw\ncontent from a source and returns it as a `Content` object.\n\nScrapers define *how content is obtained*, not *what the content means*.\n\nImplementations may vary in:\n- Transport mechanism (HTTP, filesystem, cloud storage)\n- Authentication strategy\n- Retry and backoff behavior\n\nImplementations must not:\n- Parse content\n- Modify content semantics\n- Couple scraping logic to a specific parser",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.core.BaseScraper.fetch",
+            "signature": "<bound method Alias.signature of Alias('fetch', 'omniread.core.scraper.BaseScraper.fetch')>",
+            "docstring": "Fetch raw content from the given source.\n\nImplementations must retrieve the content referenced by `source`\nand return it as raw bytes wrapped in a `Content` object.\n\nArgs:\n    source: Location identifier (URL, file path, S3 URI, etc.)\n    metadata: Optional hints for the scraper (headers, auth, etc.)\n\nReturns:\n    Content object containing raw bytes and metadata.\n    - Raw content bytes\n    - Source identifier\n    - Optional metadata\n\nRaises:\n    Exception: Retrieval-specific errors as defined by the implementation."
+          }
+        }
+      },
+      "content": {
+        "name": "content",
+        "kind": "module",
+        "path": "omniread.core.content",
+        "signature": null,
+        "docstring": "Canonical content models for OmniRead.\n\nThis module defines the **format-agnostic content representation** used across\nall parsers and scrapers in OmniRead.\n\nThe models defined here represent *what* was extracted, not *how* it was\nretrieved or parsed. Format-specific behavior and metadata must not alter\nthe semantic meaning of these models.",
+        "members": {
+          "Enum": {
+            "name": "Enum",
+            "kind": "alias",
+            "path": "omniread.core.content.Enum",
+            "signature": "<bound method Alias.signature of Alias('Enum', 'enum.Enum')>",
+            "docstring": null
+          },
+          "dataclass": {
+            "name": "dataclass",
+            "kind": "alias",
+            "path": "omniread.core.content.dataclass",
+            "signature": "<bound method Alias.signature of Alias('dataclass', 'dataclasses.dataclass')>",
+            "docstring": null
+          },
+          "Any": {
+            "name": "Any",
+            "kind": "alias",
+            "path": "omniread.core.content.Any",
+            "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
+            "docstring": null
+          },
+          "Mapping": {
+            "name": "Mapping",
+            "kind": "alias",
+            "path": "omniread.core.content.Mapping",
+            "signature": "<bound method Alias.signature of Alias('Mapping', 'typing.Mapping')>",
+            "docstring": null
+          },
+          "Optional": {
+            "name": "Optional",
+            "kind": "alias",
+            "path": "omniread.core.content.Optional",
+            "signature": "<bound method Alias.signature of Alias('Optional', 'typing.Optional')>",
+            "docstring": null
+          },
+          "ContentType": {
+            "name": "ContentType",
+            "kind": "class",
+            "path": "omniread.core.content.ContentType",
+            "signature": "<bound method Class.signature of Class('ContentType', 17, 36)>",
+            "docstring": "Supported MIME types for extracted content.\n\nThis enum represents the declared or inferred media type of the content\nsource. It is primarily used for routing content to the appropriate\nparser or downstream consumer.",
+            "members": {
+              "HTML": {
+                "name": "HTML",
+                "kind": "attribute",
+                "path": "omniread.core.content.ContentType.HTML",
+                "signature": null,
+                "docstring": "HTML document content."
+              },
+              "PDF": {
+                "name": "PDF",
+                "kind": "attribute",
+                "path": "omniread.core.content.ContentType.PDF",
+                "signature": null,
+                "docstring": "PDF document content."
+              },
+              "JSON": {
+                "name": "JSON",
+                "kind": "attribute",
+                "path": "omniread.core.content.ContentType.JSON",
+                "signature": null,
+                "docstring": "JSON document content."
+              },
+              "XML": {
+                "name": "XML",
+                "kind": "attribute",
+                "path": "omniread.core.content.ContentType.XML",
+                "signature": null,
+                "docstring": "XML document content."
+              }
+            }
+          },
+          "Content": {
+            "name": "Content",
+            "kind": "class",
+            "path": "omniread.core.content.Content",
+            "signature": "<bound method Class.signature of Class('Content', 39, 63)>",
+            "docstring": "Normalized representation of extracted content.\n\nA `Content` instance represents a raw content payload along with minimal\ncontextual metadata describing its origin and type.\n\nThis class is the **primary exchange format** between:\n- Scrapers\n- Parsers\n- Downstream consumers\n\nAttributes:\n    raw: Raw content bytes as retrieved from the source.\n    source: Identifier of the content origin (URL, file path, or logical name).\n    content_type: Optional MIME type of the content, if known.\n    metadata: Optional, implementation-defined metadata associated with\n        the content (e.g., headers, encoding hints, extraction notes).",
+            "members": {
+              "raw": {
+                "name": "raw",
+                "kind": "attribute",
+                "path": "omniread.core.content.Content.raw",
+                "signature": null,
+                "docstring": null
+              },
+              "source": {
+                "name": "source",
+                "kind": "attribute",
+                "path": "omniread.core.content.Content.source",
+                "signature": null,
+                "docstring": null
+              },
+              "content_type": {
+                "name": "content_type",
+                "kind": "attribute",
+                "path": "omniread.core.content.Content.content_type",
+                "signature": null,
+                "docstring": null
+              },
+              "metadata": {
+                "name": "metadata",
+                "kind": "attribute",
+                "path": "omniread.core.content.Content.metadata",
+                "signature": null,
+                "docstring": null
+              }
+            }
+          }
+        }
+      },
+      "parser": {
+        "name": "parser",
+        "kind": "module",
+        "path": "omniread.core.parser",
+        "signature": null,
+        "docstring": "Abstract parsing contracts for OmniRead.\n\nThis module defines the **format-agnostic parser interface** used to transform\nraw content into structured, typed representations.\n\nParsers are responsible for:\n- Interpreting a single `Content` instance\n- Validating compatibility with the content type\n- Producing a structured output suitable for downstream consumers\n\nParsers are not responsible for:\n- Fetching or acquiring content\n- Performing retries or error recovery\n- Managing multiple content sources",
+        "members": {
+          "ABC": {
+            "name": "ABC",
+            "kind": "alias",
+            "path": "omniread.core.parser.ABC",
+            "signature": "<bound method Alias.signature of Alias('ABC', 'abc.ABC')>",
+            "docstring": null
+          },
+          "abstractmethod": {
+            "name": "abstractmethod",
+            "kind": "alias",
+            "path": "omniread.core.parser.abstractmethod",
+            "signature": "<bound method Alias.signature of Alias('abstractmethod', 'abc.abstractmethod')>",
+            "docstring": null
+          },
+          "Generic": {
+            "name": "Generic",
+            "kind": "alias",
+            "path": "omniread.core.parser.Generic",
+            "signature": "<bound method Alias.signature of Alias('Generic', 'typing.Generic')>",
+            "docstring": null
+          },
+          "TypeVar": {
+            "name": "TypeVar",
+            "kind": "alias",
+            "path": "omniread.core.parser.TypeVar",
+            "signature": "<bound method Alias.signature of Alias('TypeVar', 'typing.TypeVar')>",
+            "docstring": null
+          },
+          "Set": {
+            "name": "Set",
+            "kind": "alias",
+            "path": "omniread.core.parser.Set",
+            "signature": "<bound method Alias.signature of Alias('Set', 'typing.Set')>",
+            "docstring": null
+          },
+          "Content": {
+            "name": "Content",
+            "kind": "class",
+            "path": "omniread.core.parser.Content",
+            "signature": "<bound method Alias.signature of Alias('Content', 'omniread.core.content.Content')>",
+            "docstring": "Normalized representation of extracted content.\n\nA `Content` instance represents a raw content payload along with minimal\ncontextual metadata describing its origin and type.\n\nThis class is the **primary exchange format** between:\n- Scrapers\n- Parsers\n- Downstream consumers\n\nAttributes:\n    raw: Raw content bytes as retrieved from the source.\n    source: Identifier of the content origin (URL, file path, or logical name).\n    content_type: Optional MIME type of the content, if known.\n    metadata: Optional, implementation-defined metadata associated with\n        the content (e.g., headers, encoding hints, extraction notes).",
+            "members": {
+              "raw": {
+                "name": "raw",
+                "kind": "attribute",
+                "path": "omniread.core.parser.Content.raw",
+                "signature": "<bound method Alias.signature of Alias('raw', 'omniread.core.content.Content.raw')>",
+                "docstring": null
+              },
+              "source": {
+                "name": "source",
+                "kind": "attribute",
+                "path": "omniread.core.parser.Content.source",
+                "signature": "<bound method Alias.signature of Alias('source', 'omniread.core.content.Content.source')>",
+                "docstring": null
+              },
+              "content_type": {
+                "name": "content_type",
+                "kind": "attribute",
+                "path": "omniread.core.parser.Content.content_type",
+                "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.core.content.Content.content_type')>",
+                "docstring": null
+              },
+              "metadata": {
+                "name": "metadata",
+                "kind": "attribute",
+                "path": "omniread.core.parser.Content.metadata",
+                "signature": "<bound method Alias.signature of Alias('metadata', 'omniread.core.content.Content.metadata')>",
+                "docstring": null
+              }
+            }
+          },
+          "ContentType": {
+            "name": "ContentType",
+            "kind": "class",
+            "path": "omniread.core.parser.ContentType",
+            "signature": "<bound method Alias.signature of Alias('ContentType', 'omniread.core.content.ContentType')>",
+            "docstring": "Supported MIME types for extracted content.\n\nThis enum represents the declared or inferred media type of the content\nsource. It is primarily used for routing content to the appropriate\nparser or downstream consumer.",
+            "members": {
+              "HTML": {
+                "name": "HTML",
+                "kind": "attribute",
+                "path": "omniread.core.parser.ContentType.HTML",
+                "signature": "<bound method Alias.signature of Alias('HTML', 'omniread.core.content.ContentType.HTML')>",
+                "docstring": "HTML document content."
+              },
+              "PDF": {
+                "name": "PDF",
+                "kind": "attribute",
+                "path": "omniread.core.parser.ContentType.PDF",
+                "signature": "<bound method Alias.signature of Alias('PDF', 'omniread.core.content.ContentType.PDF')>",
+                "docstring": "PDF document content."
+              },
+              "JSON": {
+                "name": "JSON",
+                "kind": "attribute",
+                "path": "omniread.core.parser.ContentType.JSON",
+                "signature": "<bound method Alias.signature of Alias('JSON', 'omniread.core.content.ContentType.JSON')>",
+                "docstring": "JSON document content."
+              },
+              "XML": {
+                "name": "XML",
+                "kind": "attribute",
+                "path": "omniread.core.parser.ContentType.XML",
+                "signature": "<bound method Alias.signature of Alias('XML', 'omniread.core.content.ContentType.XML')>",
+                "docstring": "XML document content."
+              }
+            }
+          },
+          "T": {
+            "name": "T",
+            "kind": "attribute",
+            "path": "omniread.core.parser.T",
+            "signature": null,
+            "docstring": null
+          },
+          "BaseParser": {
+            "name": "BaseParser",
+            "kind": "class",
+            "path": "omniread.core.parser.BaseParser",
+            "signature": "<bound method Class.signature of Class('BaseParser', 26, 98)>",
+            "docstring": "Base interface for all parsers.\n\nA parser is a self-contained object that owns the Content\nit is responsible for interpreting.\n\nImplementations must:\n- Declare supported content types via `supported_types`\n- Raise parsing-specific exceptions from `parse()`\n- Remain deterministic for a given input\n\nConsumers may rely on:\n- Early validation of content compatibility\n- Type-stable return values from `parse()`",
+            "members": {
+              "supported_types": {
+                "name": "supported_types",
+                "kind": "attribute",
+                "path": "omniread.core.parser.BaseParser.supported_types",
+                "signature": null,
+                "docstring": "Set of content types supported by this parser.\n\nAn empty set indicates that the parser is content-type agnostic."
+              },
+              "content": {
+                "name": "content",
+                "kind": "attribute",
+                "path": "omniread.core.parser.BaseParser.content",
+                "signature": null,
+                "docstring": null
+              },
+              "parse": {
+                "name": "parse",
+                "kind": "function",
+                "path": "omniread.core.parser.BaseParser.parse",
+                "signature": "<bound method Function.signature of Function('parse', 68, 82)>",
+                "docstring": "Parse the owned content into structured output.\n\nImplementations must fully consume the provided content and\nreturn a deterministic, structured output.\n\nReturns:\n    Parsed, structured representation.\n\nRaises:\n    Exception: Parsing-specific errors as defined by the implementation."
+              },
+              "supports": {
+                "name": "supports",
+                "kind": "function",
+                "path": "omniread.core.parser.BaseParser.supports",
+                "signature": "<bound method Function.signature of Function('supports', 84, 98)>",
+                "docstring": "Check whether this parser supports the content's type.\n\nReturns:\n    True if the content type is supported; False otherwise."
+              }
+            }
+          }
+        }
+      },
+      "scraper": {
+        "name": "scraper",
+        "kind": "module",
+        "path": "omniread.core.scraper",
+        "signature": null,
+        "docstring": "Abstract scraping contracts for OmniRead.\n\nThis module defines the **format-agnostic scraper interface** responsible for\nacquiring raw content from external sources.\n\nScrapers are responsible for:\n- Locating and retrieving raw content bytes\n- Attaching minimal contextual metadata\n- Returning normalized `Content` objects\n\nScrapers are explicitly NOT responsible for:\n- Parsing or interpreting content\n- Inferring structure or semantics\n- Performing content-type specific processing\n\nAll interpretation must be delegated to parsers.",
+        "members": {
+          "ABC": {
+            "name": "ABC",
+            "kind": "alias",
+            "path": "omniread.core.scraper.ABC",
+            "signature": "<bound method Alias.signature of Alias('ABC', 'abc.ABC')>",
+            "docstring": null
+          },
+          "abstractmethod": {
+            "name": "abstractmethod",
+            "kind": "alias",
+            "path": "omniread.core.scraper.abstractmethod",
+            "signature": "<bound method Alias.signature of Alias('abstractmethod', 'abc.abstractmethod')>",
+            "docstring": null
+          },
+          "Any": {
+            "name": "Any",
+            "kind": "alias",
+            "path": "omniread.core.scraper.Any",
+            "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
+            "docstring": null
+          },
+          "Mapping": {
+            "name": "Mapping",
+            "kind": "alias",
+            "path": "omniread.core.scraper.Mapping",
+            "signature": "<bound method Alias.signature of Alias('Mapping', 'typing.Mapping')>",
+            "docstring": null
+          },
+          "Optional": {
+            "name": "Optional",
+            "kind": "alias",
+            "path": "omniread.core.scraper.Optional",
+            "signature": "<bound method Alias.signature of Alias('Optional', 'typing.Optional')>",
+            "docstring": null
+          },
+          "Content": {
+            "name": "Content",
+            "kind": "class",
+            "path": "omniread.core.scraper.Content",
+            "signature": "<bound method Alias.signature of Alias('Content', 'omniread.core.content.Content')>",
+            "docstring": "Normalized representation of extracted content.\n\nA `Content` instance represents a raw content payload along with minimal\ncontextual metadata describing its origin and type.\n\nThis class is the **primary exchange format** between:\n- Scrapers\n- Parsers\n- Downstream consumers\n\nAttributes:\n    raw: Raw content bytes as retrieved from the source.\n    source: Identifier of the content origin (URL, file path, or logical name).\n    content_type: Optional MIME type of the content, if known.\n    metadata: Optional, implementation-defined metadata associated with\n        the content (e.g., headers, encoding hints, extraction notes).",
+            "members": {
+              "raw": {
+                "name": "raw",
+                "kind": "attribute",
+                "path": "omniread.core.scraper.Content.raw",
+                "signature": "<bound method Alias.signature of Alias('raw', 'omniread.core.content.Content.raw')>",
+                "docstring": null
+              },
+              "source": {
+                "name": "source",
+                "kind": "attribute",
+                "path": "omniread.core.scraper.Content.source",
+                "signature": "<bound method Alias.signature of Alias('source', 'omniread.core.content.Content.source')>",
+                "docstring": null
+              },
+              "content_type": {
+                "name": "content_type",
+                "kind": "attribute",
+                "path": "omniread.core.scraper.Content.content_type",
+                "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.core.content.Content.content_type')>",
+                "docstring": null
+              },
+              "metadata": {
+                "name": "metadata",
+                "kind": "attribute",
+                "path": "omniread.core.scraper.Content.metadata",
+                "signature": "<bound method Alias.signature of Alias('metadata', 'omniread.core.content.Content.metadata')>",
+                "docstring": null
+              }
+            }
+          },
+          "BaseScraper": {
+            "name": "BaseScraper",
+            "kind": "class",
+            "path": "omniread.core.scraper.BaseScraper",
+            "signature": "<bound method Class.signature of Class('BaseScraper', 26, 75)>",
+            "docstring": "Base interface for all scrapers.\n\nA scraper is responsible ONLY for fetching raw content\n(bytes) from a source. It must not interpret or parse it.\n\nA scraper is a **stateless acquisition component** that retrieves raw\ncontent from a source and returns it as a `Content` object.\n\nScrapers define *how content is obtained*, not *what the content means*.\n\nImplementations may vary in:\n- Transport mechanism (HTTP, filesystem, cloud storage)\n- Authentication strategy\n- Retry and backoff behavior\n\nImplementations must not:\n- Parse content\n- Modify content semantics\n- Couple scraping logic to a specific parser",
+            "members": {
+              "fetch": {
+                "name": "fetch",
+                "kind": "function",
+                "path": "omniread.core.scraper.BaseScraper.fetch",
+                "signature": "<bound method Function.signature of Function('fetch', 49, 75)>",
+                "docstring": "Fetch raw content from the given source.\n\nImplementations must retrieve the content referenced by `source`\nand return it as raw bytes wrapped in a `Content` object.\n\nArgs:\n    source: Location identifier (URL, file path, S3 URI, etc.)\n    metadata: Optional hints for the scraper (headers, auth, etc.)\n\nReturns:\n    Content object containing raw bytes and metadata.\n    - Raw content bytes\n    - Source identifier\n    - Optional metadata\n\nRaises:\n    Exception: Retrieval-specific errors as defined by the implementation."
+              }
+            }
+          }
+        }
+      }
+    }
+  }
+}

mcp_docs/modules/omniread.core.parser.json

@@ -0,0 +1,162 @@
+{
+  "module": "omniread.core.parser",
+  "content": {
+    "path": "omniread.core.parser",
+    "docstring": "Abstract parsing contracts for OmniRead.\n\nThis module defines the **format-agnostic parser interface** used to transform\nraw content into structured, typed representations.\n\nParsers are responsible for:\n- Interpreting a single `Content` instance\n- Validating compatibility with the content type\n- Producing a structured output suitable for downstream consumers\n\nParsers are not responsible for:\n- Fetching or acquiring content\n- Performing retries or error recovery\n- Managing multiple content sources",
+    "objects": {
+      "ABC": {
+        "name": "ABC",
+        "kind": "alias",
+        "path": "omniread.core.parser.ABC",
+        "signature": "<bound method Alias.signature of Alias('ABC', 'abc.ABC')>",
+        "docstring": null
+      },
+      "abstractmethod": {
+        "name": "abstractmethod",
+        "kind": "alias",
+        "path": "omniread.core.parser.abstractmethod",
+        "signature": "<bound method Alias.signature of Alias('abstractmethod', 'abc.abstractmethod')>",
+        "docstring": null
+      },
+      "Generic": {
+        "name": "Generic",
+        "kind": "alias",
+        "path": "omniread.core.parser.Generic",
+        "signature": "<bound method Alias.signature of Alias('Generic', 'typing.Generic')>",
+        "docstring": null
+      },
+      "TypeVar": {
+        "name": "TypeVar",
+        "kind": "alias",
+        "path": "omniread.core.parser.TypeVar",
+        "signature": "<bound method Alias.signature of Alias('TypeVar', 'typing.TypeVar')>",
+        "docstring": null
+      },
+      "Set": {
+        "name": "Set",
+        "kind": "alias",
+        "path": "omniread.core.parser.Set",
+        "signature": "<bound method Alias.signature of Alias('Set', 'typing.Set')>",
+        "docstring": null
+      },
+      "Content": {
+        "name": "Content",
+        "kind": "class",
+        "path": "omniread.core.parser.Content",
+        "signature": "<bound method Alias.signature of Alias('Content', 'omniread.core.content.Content')>",
+        "docstring": "Normalized representation of extracted content.\n\nA `Content` instance represents a raw content payload along with minimal\ncontextual metadata describing its origin and type.\n\nThis class is the **primary exchange format** between:\n- Scrapers\n- Parsers\n- Downstream consumers\n\nAttributes:\n    raw: Raw content bytes as retrieved from the source.\n    source: Identifier of the content origin (URL, file path, or logical name).\n    content_type: Optional MIME type of the content, if known.\n    metadata: Optional, implementation-defined metadata associated with\n        the content (e.g., headers, encoding hints, extraction notes).",
+        "members": {
+          "raw": {
+            "name": "raw",
+            "kind": "attribute",
+            "path": "omniread.core.parser.Content.raw",
+            "signature": "<bound method Alias.signature of Alias('raw', 'omniread.core.content.Content.raw')>",
+            "docstring": null
+          },
+          "source": {
+            "name": "source",
+            "kind": "attribute",
+            "path": "omniread.core.parser.Content.source",
+            "signature": "<bound method Alias.signature of Alias('source', 'omniread.core.content.Content.source')>",
+            "docstring": null
+          },
+          "content_type": {
+            "name": "content_type",
+            "kind": "attribute",
+            "path": "omniread.core.parser.Content.content_type",
+            "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.core.content.Content.content_type')>",
+            "docstring": null
+          },
+          "metadata": {
+            "name": "metadata",
+            "kind": "attribute",
+            "path": "omniread.core.parser.Content.metadata",
+            "signature": "<bound method Alias.signature of Alias('metadata', 'omniread.core.content.Content.metadata')>",
+            "docstring": null
+          }
+        }
+      },
+      "ContentType": {
+        "name": "ContentType",
+        "kind": "class",
+        "path": "omniread.core.parser.ContentType",
+        "signature": "<bound method Alias.signature of Alias('ContentType', 'omniread.core.content.ContentType')>",
+        "docstring": "Supported MIME types for extracted content.\n\nThis enum represents the declared or inferred media type of the content\nsource. It is primarily used for routing content to the appropriate\nparser or downstream consumer.",
+        "members": {
+          "HTML": {
+            "name": "HTML",
+            "kind": "attribute",
+            "path": "omniread.core.parser.ContentType.HTML",
+            "signature": "<bound method Alias.signature of Alias('HTML', 'omniread.core.content.ContentType.HTML')>",
+            "docstring": "HTML document content."
+          },
+          "PDF": {
+            "name": "PDF",
+            "kind": "attribute",
+            "path": "omniread.core.parser.ContentType.PDF",
+            "signature": "<bound method Alias.signature of Alias('PDF', 'omniread.core.content.ContentType.PDF')>",
+            "docstring": "PDF document content."
+          },
+          "JSON": {
+            "name": "JSON",
+            "kind": "attribute",
+            "path": "omniread.core.parser.ContentType.JSON",
+            "signature": "<bound method Alias.signature of Alias('JSON', 'omniread.core.content.ContentType.JSON')>",
+            "docstring": "JSON document content."
+          },
+          "XML": {
+            "name": "XML",
+            "kind": "attribute",
+            "path": "omniread.core.parser.ContentType.XML",
+            "signature": "<bound method Alias.signature of Alias('XML', 'omniread.core.content.ContentType.XML')>",
+            "docstring": "XML document content."
+          }
+        }
+      },
+      "T": {
+        "name": "T",
+        "kind": "attribute",
+        "path": "omniread.core.parser.T",
+        "signature": null,
+        "docstring": null
+      },
+      "BaseParser": {
+        "name": "BaseParser",
+        "kind": "class",
+        "path": "omniread.core.parser.BaseParser",
+        "signature": "<bound method Class.signature of Class('BaseParser', 26, 98)>",
+        "docstring": "Base interface for all parsers.\n\nA parser is a self-contained object that owns the Content\nit is responsible for interpreting.\n\nImplementations must:\n- Declare supported content types via `supported_types`\n- Raise parsing-specific exceptions from `parse()`\n- Remain deterministic for a given input\n\nConsumers may rely on:\n- Early validation of content compatibility\n- Type-stable return values from `parse()`",
+        "members": {
+          "supported_types": {
+            "name": "supported_types",
+            "kind": "attribute",
+            "path": "omniread.core.parser.BaseParser.supported_types",
+            "signature": null,
+            "docstring": "Set of content types supported by this parser.\n\nAn empty set indicates that the parser is content-type agnostic."
+          },
+          "content": {
+            "name": "content",
+            "kind": "attribute",
+            "path": "omniread.core.parser.BaseParser.content",
+            "signature": null,
+            "docstring": null
+          },
+          "parse": {
+            "name": "parse",
+            "kind": "function",
+            "path": "omniread.core.parser.BaseParser.parse",
+            "signature": "<bound method Function.signature of Function('parse', 68, 82)>",
+            "docstring": "Parse the owned content into structured output.\n\nImplementations must fully consume the provided content and\nreturn a deterministic, structured output.\n\nReturns:\n    Parsed, structured representation.\n\nRaises:\n    Exception: Parsing-specific errors as defined by the implementation."
+          },
+          "supports": {
+            "name": "supports",
+            "kind": "function",
+            "path": "omniread.core.parser.BaseParser.supports",
+            "signature": "<bound method Function.signature of Function('supports', 84, 98)>",
+            "docstring": "Check whether this parser supports the content's type.\n\nReturns:\n    True if the content type is supported; False otherwise."
+          }
+        }
+      }
+    }
+  }
+}

mcp_docs/modules/omniread.core.scraper.json

@@ -0,0 +1,97 @@
+{
+  "module": "omniread.core.scraper",
+  "content": {
+    "path": "omniread.core.scraper",
+    "docstring": "Abstract scraping contracts for OmniRead.\n\nThis module defines the **format-agnostic scraper interface** responsible for\nacquiring raw content from external sources.\n\nScrapers are responsible for:\n- Locating and retrieving raw content bytes\n- Attaching minimal contextual metadata\n- Returning normalized `Content` objects\n\nScrapers are explicitly NOT responsible for:\n- Parsing or interpreting content\n- Inferring structure or semantics\n- Performing content-type specific processing\n\nAll interpretation must be delegated to parsers.",
+    "objects": {
+      "ABC": {
+        "name": "ABC",
+        "kind": "alias",
+        "path": "omniread.core.scraper.ABC",
+        "signature": "<bound method Alias.signature of Alias('ABC', 'abc.ABC')>",
+        "docstring": null
+      },
+      "abstractmethod": {
+        "name": "abstractmethod",
+        "kind": "alias",
+        "path": "omniread.core.scraper.abstractmethod",
+        "signature": "<bound method Alias.signature of Alias('abstractmethod', 'abc.abstractmethod')>",
+        "docstring": null
+      },
+      "Any": {
+        "name": "Any",
+        "kind": "alias",
+        "path": "omniread.core.scraper.Any",
+        "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
+        "docstring": null
+      },
+      "Mapping": {
+        "name": "Mapping",
+        "kind": "alias",
+        "path": "omniread.core.scraper.Mapping",
+        "signature": "<bound method Alias.signature of Alias('Mapping', 'typing.Mapping')>",
+        "docstring": null
+      },
+      "Optional": {
+        "name": "Optional",
+        "kind": "alias",
+        "path": "omniread.core.scraper.Optional",
+        "signature": "<bound method Alias.signature of Alias('Optional', 'typing.Optional')>",
+        "docstring": null
+      },
+      "Content": {
+        "name": "Content",
+        "kind": "class",
+        "path": "omniread.core.scraper.Content",
+        "signature": "<bound method Alias.signature of Alias('Content', 'omniread.core.content.Content')>",
+        "docstring": "Normalized representation of extracted content.\n\nA `Content` instance represents a raw content payload along with minimal\ncontextual metadata describing its origin and type.\n\nThis class is the **primary exchange format** between:\n- Scrapers\n- Parsers\n- Downstream consumers\n\nAttributes:\n    raw: Raw content bytes as retrieved from the source.\n    source: Identifier of the content origin (URL, file path, or logical name).\n    content_type: Optional MIME type of the content, if known.\n    metadata: Optional, implementation-defined metadata associated with\n        the content (e.g., headers, encoding hints, extraction notes).",
+        "members": {
+          "raw": {
+            "name": "raw",
+            "kind": "attribute",
+            "path": "omniread.core.scraper.Content.raw",
+            "signature": "<bound method Alias.signature of Alias('raw', 'omniread.core.content.Content.raw')>",
+            "docstring": null
+          },
+          "source": {
+            "name": "source",
+            "kind": "attribute",
+            "path": "omniread.core.scraper.Content.source",
+            "signature": "<bound method Alias.signature of Alias('source', 'omniread.core.content.Content.source')>",
+            "docstring": null
+          },
+          "content_type": {
+            "name": "content_type",
+            "kind": "attribute",
+            "path": "omniread.core.scraper.Content.content_type",
+            "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.core.content.Content.content_type')>",
+            "docstring": null
+          },
+          "metadata": {
+            "name": "metadata",
+            "kind": "attribute",
+            "path": "omniread.core.scraper.Content.metadata",
+            "signature": "<bound method Alias.signature of Alias('metadata', 'omniread.core.content.Content.metadata')>",
+            "docstring": null
+          }
+        }
+      },
+      "BaseScraper": {
+        "name": "BaseScraper",
+        "kind": "class",
+        "path": "omniread.core.scraper.BaseScraper",
+        "signature": "<bound method Class.signature of Class('BaseScraper', 26, 75)>",
+        "docstring": "Base interface for all scrapers.\n\nA scraper is responsible ONLY for fetching raw content\n(bytes) from a source. It must not interpret or parse it.\n\nA scraper is a **stateless acquisition component** that retrieves raw\ncontent from a source and returns it as a `Content` object.\n\nScrapers define *how content is obtained*, not *what the content means*.\n\nImplementations may vary in:\n- Transport mechanism (HTTP, filesystem, cloud storage)\n- Authentication strategy\n- Retry and backoff behavior\n\nImplementations must not:\n- Parse content\n- Modify content semantics\n- Couple scraping logic to a specific parser",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.core.scraper.BaseScraper.fetch",
+            "signature": "<bound method Function.signature of Function('fetch', 49, 75)>",
+            "docstring": "Fetch raw content from the given source.\n\nImplementations must retrieve the content referenced by `source`\nand return it as raw bytes wrapped in a `Content` object.\n\nArgs:\n    source: Location identifier (URL, file path, S3 URI, etc.)\n    metadata: Optional hints for the scraper (headers, auth, etc.)\n\nReturns:\n    Content object containing raw bytes and metadata.\n    - Raw content bytes\n    - Source identifier\n    - Optional metadata\n\nRaises:\n    Exception: Retrieval-specific errors as defined by the implementation."
+          }
+        }
+      }
+    }
+  }
+}

mcp_docs/modules/omniread.html.json

@@ -0,0 +1,488 @@
+{
+  "module": "omniread.html",
+  "content": {
+    "path": "omniread.html",
+    "docstring": "HTML format implementation for OmniRead.\n\nThis package provides **HTML-specific implementations** of the core OmniRead\ncontracts defined in `omniread.core`.\n\nIt includes:\n- HTML parsers that interpret HTML content\n- HTML scrapers that retrieve HTML documents\n\nThis package:\n- Implements, but does not redefine, core contracts\n- May contain HTML-specific behavior and edge-case handling\n- Produces canonical content models defined in `omniread.core.content`\n\nConsumers should depend on `omniread.core` interfaces wherever possible and\nuse this package only when HTML-specific behavior is required.",
+    "objects": {
+      "HTMLScraper": {
+        "name": "HTMLScraper",
+        "kind": "class",
+        "path": "omniread.html.HTMLScraper",
+        "signature": "<bound method Alias.signature of Alias('HTMLScraper', 'omniread.html.scraper.HTMLScraper')>",
+        "docstring": "Base HTML scraper using httpx.\n\nThis scraper retrieves HTML documents over HTTP(S) and returns them\nas raw content wrapped in a `Content` object.\n\nFetches raw bytes and metadata only.\nThe scraper:\n- Uses `httpx.Client` for HTTP requests\n- Enforces an HTML content type\n- Preserves HTTP response metadata\n\nThe scraper does not:\n- Parse HTML\n- Perform retries or backoff\n- Handle non-HTML responses",
+        "members": {
+          "content_type": {
+            "name": "content_type",
+            "kind": "attribute",
+            "path": "omniread.html.HTMLScraper.content_type",
+            "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.html.scraper.HTMLScraper.content_type')>",
+            "docstring": null
+          },
+          "validate_content_type": {
+            "name": "validate_content_type",
+            "kind": "function",
+            "path": "omniread.html.HTMLScraper.validate_content_type",
+            "signature": "<bound method Alias.signature of Alias('validate_content_type', 'omniread.html.scraper.HTMLScraper.validate_content_type')>",
+            "docstring": "Validate that the HTTP response contains HTML content.\n\nArgs:\n    response: HTTP response returned by `httpx`.\n\nRaises:\n    ValueError: If the `Content-Type` header is missing or does not\n        indicate HTML content."
+          },
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.html.HTMLScraper.fetch",
+            "signature": "<bound method Alias.signature of Alias('fetch', 'omniread.html.scraper.HTMLScraper.fetch')>",
+            "docstring": "Fetch an HTML document from the given source.\n\nArgs:\n    source: URL of the HTML document.\n    metadata: Optional metadata to be merged into the returned content.\n\nReturns:\n    A `Content` instance containing:\n    - Raw HTML bytes\n    - Source URL\n    - HTML content type\n    - HTTP response metadata\n\nRaises:\n    httpx.HTTPError: If the HTTP request fails.\n    ValueError: If the response is not valid HTML."
+          }
+        }
+      },
+      "HTMLParser": {
+        "name": "HTMLParser",
+        "kind": "class",
+        "path": "omniread.html.HTMLParser",
+        "signature": "<bound method Alias.signature of Alias('HTMLParser', 'omniread.html.parser.HTMLParser')>",
+        "docstring": "Base HTML parser.\n\nThis class extends the core `BaseParser` with HTML-specific behavior,\nincluding DOM parsing via BeautifulSoup and reusable extraction helpers.\n\nProvides reusable helpers for HTML extraction.\nConcrete parsers must explicitly define the return type.\n\nCharacteristics:\n- Accepts only HTML content\n- Owns a parsed BeautifulSoup DOM tree\n- Provides pure helper utilities for common HTML structures\n\nConcrete subclasses must:\n- Define the output type `T`\n- Implement the `parse()` method",
+        "members": {
+          "supported_types": {
+            "name": "supported_types",
+            "kind": "attribute",
+            "path": "omniread.html.HTMLParser.supported_types",
+            "signature": "<bound method Alias.signature of Alias('supported_types', 'omniread.html.parser.HTMLParser.supported_types')>",
+            "docstring": "Set of content types supported by this parser (HTML only)."
+          },
+          "parse": {
+            "name": "parse",
+            "kind": "function",
+            "path": "omniread.html.HTMLParser.parse",
+            "signature": "<bound method Alias.signature of Alias('parse', 'omniread.html.parser.HTMLParser.parse')>",
+            "docstring": "Fully parse the HTML content into structured output.\n\nImplementations must fully interpret the HTML DOM and return\na deterministic, structured output.\n\nReturns:\n    Parsed representation of type `T`."
+          },
+          "parse_div": {
+            "name": "parse_div",
+            "kind": "function",
+            "path": "omniread.html.HTMLParser.parse_div",
+            "signature": "<bound method Alias.signature of Alias('parse_div', 'omniread.html.parser.HTMLParser.parse_div')>",
+            "docstring": "Extract normalized text from a `<div>` element.\n\nArgs:\n    div: BeautifulSoup tag representing a `<div>`.\n    separator: String used to separate text nodes.\n\nReturns:\n    Flattened, whitespace-normalized text content."
+          },
+          "parse_link": {
+            "name": "parse_link",
+            "kind": "function",
+            "path": "omniread.html.HTMLParser.parse_link",
+            "signature": "<bound method Alias.signature of Alias('parse_link', 'omniread.html.parser.HTMLParser.parse_link')>",
+            "docstring": "Extract the hyperlink reference from an `<a>` element.\n\nArgs:\n    a: BeautifulSoup tag representing an anchor.\n\nReturns:\n    The value of the `href` attribute, or None if absent."
+          },
+          "parse_table": {
+            "name": "parse_table",
+            "kind": "function",
+            "path": "omniread.html.HTMLParser.parse_table",
+            "signature": "<bound method Alias.signature of Alias('parse_table', 'omniread.html.parser.HTMLParser.parse_table')>",
+            "docstring": "Parse an HTML table into a 2D list of strings.\n\nArgs:\n    table: BeautifulSoup tag representing a `<table>`.\n\nReturns:\n    A list of rows, where each row is a list of cell text values."
+          },
+          "parse_meta": {
+            "name": "parse_meta",
+            "kind": "function",
+            "path": "omniread.html.HTMLParser.parse_meta",
+            "signature": "<bound method Alias.signature of Alias('parse_meta', 'omniread.html.parser.HTMLParser.parse_meta')>",
+            "docstring": "Extract high-level metadata from the HTML document.\n\nThis includes:\n- Document title\n- `<meta>` tag name/property → content mappings\n\nReturns:\n    Dictionary containing extracted metadata."
+          }
+        }
+      },
+      "parser": {
+        "name": "parser",
+        "kind": "module",
+        "path": "omniread.html.parser",
+        "signature": null,
+        "docstring": "HTML parser base implementations for OmniRead.\n\nThis module provides reusable HTML parsing utilities built on top of\nthe abstract parser contracts defined in `omniread.core.parser`.\n\nIt supplies:\n- Content-type enforcement for HTML inputs\n- BeautifulSoup initialization and lifecycle management\n- Common helper methods for extracting structured data from HTML elements\n\nConcrete parsers must subclass `HTMLParser` and implement the `parse()` method\nto return a structured representation appropriate for their use case.",
+        "members": {
+          "Any": {
+            "name": "Any",
+            "kind": "alias",
+            "path": "omniread.html.parser.Any",
+            "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
+            "docstring": null
+          },
+          "Generic": {
+            "name": "Generic",
+            "kind": "alias",
+            "path": "omniread.html.parser.Generic",
+            "signature": "<bound method Alias.signature of Alias('Generic', 'typing.Generic')>",
+            "docstring": null
+          },
+          "TypeVar": {
+            "name": "TypeVar",
+            "kind": "alias",
+            "path": "omniread.html.parser.TypeVar",
+            "signature": "<bound method Alias.signature of Alias('TypeVar', 'typing.TypeVar')>",
+            "docstring": null
+          },
+          "Optional": {
+            "name": "Optional",
+            "kind": "alias",
+            "path": "omniread.html.parser.Optional",
+            "signature": "<bound method Alias.signature of Alias('Optional', 'typing.Optional')>",
+            "docstring": null
+          },
+          "abstractmethod": {
+            "name": "abstractmethod",
+            "kind": "alias",
+            "path": "omniread.html.parser.abstractmethod",
+            "signature": "<bound method Alias.signature of Alias('abstractmethod', 'abc.abstractmethod')>",
+            "docstring": null
+          },
+          "BeautifulSoup": {
+            "name": "BeautifulSoup",
+            "kind": "alias",
+            "path": "omniread.html.parser.BeautifulSoup",
+            "signature": "<bound method Alias.signature of Alias('BeautifulSoup', 'bs4.BeautifulSoup')>",
+            "docstring": null
+          },
+          "Tag": {
+            "name": "Tag",
+            "kind": "alias",
+            "path": "omniread.html.parser.Tag",
+            "signature": "<bound method Alias.signature of Alias('Tag', 'bs4.Tag')>",
+            "docstring": null
+          },
+          "ContentType": {
+            "name": "ContentType",
+            "kind": "class",
+            "path": "omniread.html.parser.ContentType",
+            "signature": "<bound method Alias.signature of Alias('ContentType', 'omniread.core.content.ContentType')>",
+            "docstring": "Supported MIME types for extracted content.\n\nThis enum represents the declared or inferred media type of the content\nsource. It is primarily used for routing content to the appropriate\nparser or downstream consumer.",
+            "members": {
+              "HTML": {
+                "name": "HTML",
+                "kind": "attribute",
+                "path": "omniread.html.parser.ContentType.HTML",
+                "signature": "<bound method Alias.signature of Alias('HTML', 'omniread.core.content.ContentType.HTML')>",
+                "docstring": "HTML document content."
+              },
+              "PDF": {
+                "name": "PDF",
+                "kind": "attribute",
+                "path": "omniread.html.parser.ContentType.PDF",
+                "signature": "<bound method Alias.signature of Alias('PDF', 'omniread.core.content.ContentType.PDF')>",
+                "docstring": "PDF document content."
+              },
+              "JSON": {
+                "name": "JSON",
+                "kind": "attribute",
+                "path": "omniread.html.parser.ContentType.JSON",
+                "signature": "<bound method Alias.signature of Alias('JSON', 'omniread.core.content.ContentType.JSON')>",
+                "docstring": "JSON document content."
+              },
+              "XML": {
+                "name": "XML",
+                "kind": "attribute",
+                "path": "omniread.html.parser.ContentType.XML",
+                "signature": "<bound method Alias.signature of Alias('XML', 'omniread.core.content.ContentType.XML')>",
+                "docstring": "XML document content."
+              }
+            }
+          },
+          "Content": {
+            "name": "Content",
+            "kind": "class",
+            "path": "omniread.html.parser.Content",
+            "signature": "<bound method Alias.signature of Alias('Content', 'omniread.core.content.Content')>",
+            "docstring": "Normalized representation of extracted content.\n\nA `Content` instance represents a raw content payload along with minimal\ncontextual metadata describing its origin and type.\n\nThis class is the **primary exchange format** between:\n- Scrapers\n- Parsers\n- Downstream consumers\n\nAttributes:\n    raw: Raw content bytes as retrieved from the source.\n    source: Identifier of the content origin (URL, file path, or logical name).\n    content_type: Optional MIME type of the content, if known.\n    metadata: Optional, implementation-defined metadata associated with\n        the content (e.g., headers, encoding hints, extraction notes).",
+            "members": {
+              "raw": {
+                "name": "raw",
+                "kind": "attribute",
+                "path": "omniread.html.parser.Content.raw",
+                "signature": "<bound method Alias.signature of Alias('raw', 'omniread.core.content.Content.raw')>",
+                "docstring": null
+              },
+              "source": {
+                "name": "source",
+                "kind": "attribute",
+                "path": "omniread.html.parser.Content.source",
+                "signature": "<bound method Alias.signature of Alias('source', 'omniread.core.content.Content.source')>",
+                "docstring": null
+              },
+              "content_type": {
+                "name": "content_type",
+                "kind": "attribute",
+                "path": "omniread.html.parser.Content.content_type",
+                "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.core.content.Content.content_type')>",
+                "docstring": null
+              },
+              "metadata": {
+                "name": "metadata",
+                "kind": "attribute",
+                "path": "omniread.html.parser.Content.metadata",
+                "signature": "<bound method Alias.signature of Alias('metadata', 'omniread.core.content.Content.metadata')>",
+                "docstring": null
+              }
+            }
+          },
+          "BaseParser": {
+            "name": "BaseParser",
+            "kind": "class",
+            "path": "omniread.html.parser.BaseParser",
+            "signature": "<bound method Alias.signature of Alias('BaseParser', 'omniread.core.parser.BaseParser')>",
+            "docstring": "Base interface for all parsers.\n\nA parser is a self-contained object that owns the Content\nit is responsible for interpreting.\n\nImplementations must:\n- Declare supported content types via `supported_types`\n- Raise parsing-specific exceptions from `parse()`\n- Remain deterministic for a given input\n\nConsumers may rely on:\n- Early validation of content compatibility\n- Type-stable return values from `parse()`",
+            "members": {
+              "supported_types": {
+                "name": "supported_types",
+                "kind": "attribute",
+                "path": "omniread.html.parser.BaseParser.supported_types",
+                "signature": "<bound method Alias.signature of Alias('supported_types', 'omniread.core.parser.BaseParser.supported_types')>",
+                "docstring": "Set of content types supported by this parser.\n\nAn empty set indicates that the parser is content-type agnostic."
+              },
+              "content": {
+                "name": "content",
+                "kind": "attribute",
+                "path": "omniread.html.parser.BaseParser.content",
+                "signature": "<bound method Alias.signature of Alias('content', 'omniread.core.parser.BaseParser.content')>",
+                "docstring": null
+              },
+              "parse": {
+                "name": "parse",
+                "kind": "function",
+                "path": "omniread.html.parser.BaseParser.parse",
+                "signature": "<bound method Alias.signature of Alias('parse', 'omniread.core.parser.BaseParser.parse')>",
+                "docstring": "Parse the owned content into structured output.\n\nImplementations must fully consume the provided content and\nreturn a deterministic, structured output.\n\nReturns:\n    Parsed, structured representation.\n\nRaises:\n    Exception: Parsing-specific errors as defined by the implementation."
+              },
+              "supports": {
+                "name": "supports",
+                "kind": "function",
+                "path": "omniread.html.parser.BaseParser.supports",
+                "signature": "<bound method Alias.signature of Alias('supports', 'omniread.core.parser.BaseParser.supports')>",
+                "docstring": "Check whether this parser supports the content's type.\n\nReturns:\n    True if the content type is supported; False otherwise."
+              }
+            }
+          },
+          "T": {
+            "name": "T",
+            "kind": "attribute",
+            "path": "omniread.html.parser.T",
+            "signature": null,
+            "docstring": null
+          },
+          "HTMLParser": {
+            "name": "HTMLParser",
+            "kind": "class",
+            "path": "omniread.html.parser.HTMLParser",
+            "signature": "<bound method Class.signature of Class('HTMLParser', 27, 177)>",
+            "docstring": "Base HTML parser.\n\nThis class extends the core `BaseParser` with HTML-specific behavior,\nincluding DOM parsing via BeautifulSoup and reusable extraction helpers.\n\nProvides reusable helpers for HTML extraction.\nConcrete parsers must explicitly define the return type.\n\nCharacteristics:\n- Accepts only HTML content\n- Owns a parsed BeautifulSoup DOM tree\n- Provides pure helper utilities for common HTML structures\n\nConcrete subclasses must:\n- Define the output type `T`\n- Implement the `parse()` method",
+            "members": {
+              "supported_types": {
+                "name": "supported_types",
+                "kind": "attribute",
+                "path": "omniread.html.parser.HTMLParser.supported_types",
+                "signature": null,
+                "docstring": "Set of content types supported by this parser (HTML only)."
+              },
+              "parse": {
+                "name": "parse",
+                "kind": "function",
+                "path": "omniread.html.parser.HTMLParser.parse",
+                "signature": "<bound method Function.signature of Function('parse', 70, 81)>",
+                "docstring": "Fully parse the HTML content into structured output.\n\nImplementations must fully interpret the HTML DOM and return\na deterministic, structured output.\n\nReturns:\n    Parsed representation of type `T`."
+              },
+              "parse_div": {
+                "name": "parse_div",
+                "kind": "function",
+                "path": "omniread.html.parser.HTMLParser.parse_div",
+                "signature": "<bound method Function.signature of Function('parse_div', 87, 99)>",
+                "docstring": "Extract normalized text from a `<div>` element.\n\nArgs:\n    div: BeautifulSoup tag representing a `<div>`.\n    separator: String used to separate text nodes.\n\nReturns:\n    Flattened, whitespace-normalized text content."
+              },
+              "parse_link": {
+                "name": "parse_link",
+                "kind": "function",
+                "path": "omniread.html.parser.HTMLParser.parse_link",
+                "signature": "<bound method Function.signature of Function('parse_link', 101, 112)>",
+                "docstring": "Extract the hyperlink reference from an `<a>` element.\n\nArgs:\n    a: BeautifulSoup tag representing an anchor.\n\nReturns:\n    The value of the `href` attribute, or None if absent."
+              },
+              "parse_table": {
+                "name": "parse_table",
+                "kind": "function",
+                "path": "omniread.html.parser.HTMLParser.parse_table",
+                "signature": "<bound method Function.signature of Function('parse_table', 114, 133)>",
+                "docstring": "Parse an HTML table into a 2D list of strings.\n\nArgs:\n    table: BeautifulSoup tag representing a `<table>`.\n\nReturns:\n    A list of rows, where each row is a list of cell text values."
+              },
+              "parse_meta": {
+                "name": "parse_meta",
+                "kind": "function",
+                "path": "omniread.html.parser.HTMLParser.parse_meta",
+                "signature": "<bound method Function.signature of Function('parse_meta', 153, 177)>",
+                "docstring": "Extract high-level metadata from the HTML document.\n\nThis includes:\n- Document title\n- `<meta>` tag name/property → content mappings\n\nReturns:\n    Dictionary containing extracted metadata."
+              }
+            }
+          },
+          "list": {
+            "name": "list",
+            "kind": "alias",
+            "path": "omniread.html.parser.list",
+            "signature": "<bound method Alias.signature of Alias('list', 'typing.list')>",
+            "docstring": null
+          },
+          "dict": {
+            "name": "dict",
+            "kind": "alias",
+            "path": "omniread.html.parser.dict",
+            "signature": "<bound method Alias.signature of Alias('dict', 'typing.dict')>",
+            "docstring": null
+          }
+        }
+      },
+      "scraper": {
+        "name": "scraper",
+        "kind": "module",
+        "path": "omniread.html.scraper",
+        "signature": null,
+        "docstring": "HTML scraping implementation for OmniRead.\n\nThis module provides an HTTP-based scraper for retrieving HTML documents.\nIt implements the core `BaseScraper` contract using `httpx` as the transport\nlayer.\n\nThis scraper is responsible for:\n- Fetching raw HTML bytes over HTTP(S)\n- Validating response content type\n- Attaching HTTP metadata to the returned content\n\nThis scraper is not responsible for:\n- Parsing or interpreting HTML\n- Retrying failed requests\n- Managing crawl policies or rate limiting",
+        "members": {
+          "httpx": {
+            "name": "httpx",
+            "kind": "alias",
+            "path": "omniread.html.scraper.httpx",
+            "signature": "<bound method Alias.signature of Alias('httpx', 'httpx')>",
+            "docstring": null
+          },
+          "Any": {
+            "name": "Any",
+            "kind": "alias",
+            "path": "omniread.html.scraper.Any",
+            "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
+            "docstring": null
+          },
+          "Mapping": {
+            "name": "Mapping",
+            "kind": "alias",
+            "path": "omniread.html.scraper.Mapping",
+            "signature": "<bound method Alias.signature of Alias('Mapping', 'typing.Mapping')>",
+            "docstring": null
+          },
+          "Optional": {
+            "name": "Optional",
+            "kind": "alias",
+            "path": "omniread.html.scraper.Optional",
+            "signature": "<bound method Alias.signature of Alias('Optional', 'typing.Optional')>",
+            "docstring": null
+          },
+          "Content": {
+            "name": "Content",
+            "kind": "class",
+            "path": "omniread.html.scraper.Content",
+            "signature": "<bound method Alias.signature of Alias('Content', 'omniread.core.content.Content')>",
+            "docstring": "Normalized representation of extracted content.\n\nA `Content` instance represents a raw content payload along with minimal\ncontextual metadata describing its origin and type.\n\nThis class is the **primary exchange format** between:\n- Scrapers\n- Parsers\n- Downstream consumers\n\nAttributes:\n    raw: Raw content bytes as retrieved from the source.\n    source: Identifier of the content origin (URL, file path, or logical name).\n    content_type: Optional MIME type of the content, if known.\n    metadata: Optional, implementation-defined metadata associated with\n        the content (e.g., headers, encoding hints, extraction notes).",
+            "members": {
+              "raw": {
+                "name": "raw",
+                "kind": "attribute",
+                "path": "omniread.html.scraper.Content.raw",
+                "signature": "<bound method Alias.signature of Alias('raw', 'omniread.core.content.Content.raw')>",
+                "docstring": null
+              },
+              "source": {
+                "name": "source",
+                "kind": "attribute",
+                "path": "omniread.html.scraper.Content.source",
+                "signature": "<bound method Alias.signature of Alias('source', 'omniread.core.content.Content.source')>",
+                "docstring": null
+              },
+              "content_type": {
+                "name": "content_type",
+                "kind": "attribute",
+                "path": "omniread.html.scraper.Content.content_type",
+                "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.core.content.Content.content_type')>",
+                "docstring": null
+              },
+              "metadata": {
+                "name": "metadata",
+                "kind": "attribute",
+                "path": "omniread.html.scraper.Content.metadata",
+                "signature": "<bound method Alias.signature of Alias('metadata', 'omniread.core.content.Content.metadata')>",
+                "docstring": null
+              }
+            }
+          },
+          "ContentType": {
+            "name": "ContentType",
+            "kind": "class",
+            "path": "omniread.html.scraper.ContentType",
+            "signature": "<bound method Alias.signature of Alias('ContentType', 'omniread.core.content.ContentType')>",
+            "docstring": "Supported MIME types for extracted content.\n\nThis enum represents the declared or inferred media type of the content\nsource. It is primarily used for routing content to the appropriate\nparser or downstream consumer.",
+            "members": {
+              "HTML": {
+                "name": "HTML",
+                "kind": "attribute",
+                "path": "omniread.html.scraper.ContentType.HTML",
+                "signature": "<bound method Alias.signature of Alias('HTML', 'omniread.core.content.ContentType.HTML')>",
+                "docstring": "HTML document content."
+              },
+              "PDF": {
+                "name": "PDF",
+                "kind": "attribute",
+                "path": "omniread.html.scraper.ContentType.PDF",
+                "signature": "<bound method Alias.signature of Alias('PDF', 'omniread.core.content.ContentType.PDF')>",
+                "docstring": "PDF document content."
+              },
+              "JSON": {
+                "name": "JSON",
+                "kind": "attribute",
+                "path": "omniread.html.scraper.ContentType.JSON",
+                "signature": "<bound method Alias.signature of Alias('JSON', 'omniread.core.content.ContentType.JSON')>",
+                "docstring": "JSON document content."
+              },
+              "XML": {
+                "name": "XML",
+                "kind": "attribute",
+                "path": "omniread.html.scraper.ContentType.XML",
+                "signature": "<bound method Alias.signature of Alias('XML', 'omniread.core.content.ContentType.XML')>",
+                "docstring": "XML document content."
+              }
+            }
+          },
+          "BaseScraper": {
+            "name": "BaseScraper",
+            "kind": "class",
+            "path": "omniread.html.scraper.BaseScraper",
+            "signature": "<bound method Alias.signature of Alias('BaseScraper', 'omniread.core.scraper.BaseScraper')>",
+            "docstring": "Base interface for all scrapers.\n\nA scraper is responsible ONLY for fetching raw content\n(bytes) from a source. It must not interpret or parse it.\n\nA scraper is a **stateless acquisition component** that retrieves raw\ncontent from a source and returns it as a `Content` object.\n\nScrapers define *how content is obtained*, not *what the content means*.\n\nImplementations may vary in:\n- Transport mechanism (HTTP, filesystem, cloud storage)\n- Authentication strategy\n- Retry and backoff behavior\n\nImplementations must not:\n- Parse content\n- Modify content semantics\n- Couple scraping logic to a specific parser",
+            "members": {
+              "fetch": {
+                "name": "fetch",
+                "kind": "function",
+                "path": "omniread.html.scraper.BaseScraper.fetch",
+                "signature": "<bound method Alias.signature of Alias('fetch', 'omniread.core.scraper.BaseScraper.fetch')>",
+                "docstring": "Fetch raw content from the given source.\n\nImplementations must retrieve the content referenced by `source`\nand return it as raw bytes wrapped in a `Content` object.\n\nArgs:\n    source: Location identifier (URL, file path, S3 URI, etc.)\n    metadata: Optional hints for the scraper (headers, auth, etc.)\n\nReturns:\n    Content object containing raw bytes and metadata.\n    - Raw content bytes\n    - Source identifier\n    - Optional metadata\n\nRaises:\n    Exception: Retrieval-specific errors as defined by the implementation."
+              }
+            }
+          },
+          "HTMLScraper": {
+            "name": "HTMLScraper",
+            "kind": "class",
+            "path": "omniread.html.scraper.HTMLScraper",
+            "signature": "<bound method Class.signature of Class('HTMLScraper', 26, 134)>",
+            "docstring": "Base HTML scraper using httpx.\n\nThis scraper retrieves HTML documents over HTTP(S) and returns them\nas raw content wrapped in a `Content` object.\n\nFetches raw bytes and metadata only.\nThe scraper:\n- Uses `httpx.Client` for HTTP requests\n- Enforces an HTML content type\n- Preserves HTTP response metadata\n\nThe scraper does not:\n- Parse HTML\n- Perform retries or backoff\n- Handle non-HTML responses",
+            "members": {
+              "content_type": {
+                "name": "content_type",
+                "kind": "attribute",
+                "path": "omniread.html.scraper.HTMLScraper.content_type",
+                "signature": null,
+                "docstring": null
+              },
+              "validate_content_type": {
+                "name": "validate_content_type",
+                "kind": "function",
+                "path": "omniread.html.scraper.HTMLScraper.validate_content_type",
+                "signature": "<bound method Function.signature of Function('validate_content_type', 71, 94)>",
+                "docstring": "Validate that the HTTP response contains HTML content.\n\nArgs:\n    response: HTTP response returned by `httpx`.\n\nRaises:\n    ValueError: If the `Content-Type` header is missing or does not\n        indicate HTML content."
+              },
+              "fetch": {
+                "name": "fetch",
+                "kind": "function",
+                "path": "omniread.html.scraper.HTMLScraper.fetch",
+                "signature": "<bound method Function.signature of Function('fetch', 96, 134)>",
+                "docstring": "Fetch an HTML document from the given source.\n\nArgs:\n    source: URL of the HTML document.\n    metadata: Optional metadata to be merged into the returned content.\n\nReturns:\n    A `Content` instance containing:\n    - Raw HTML bytes\n    - Source URL\n    - HTML content type\n    - HTTP response metadata\n\nRaises:\n    httpx.HTTPError: If the HTTP request fails.\n    ValueError: If the response is not valid HTML."
+              }
+            }
+          }
+        }
+      }
+    }
+  }
+}

mcp_docs/modules/omniread.html.parser.json

@@ -0,0 +1,241 @@
+{
+  "module": "omniread.html.parser",
+  "content": {
+    "path": "omniread.html.parser",
+    "docstring": "HTML parser base implementations for OmniRead.\n\nThis module provides reusable HTML parsing utilities built on top of\nthe abstract parser contracts defined in `omniread.core.parser`.\n\nIt supplies:\n- Content-type enforcement for HTML inputs\n- BeautifulSoup initialization and lifecycle management\n- Common helper methods for extracting structured data from HTML elements\n\nConcrete parsers must subclass `HTMLParser` and implement the `parse()` method\nto return a structured representation appropriate for their use case.",
+    "objects": {
+      "Any": {
+        "name": "Any",
+        "kind": "alias",
+        "path": "omniread.html.parser.Any",
+        "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
+        "docstring": null
+      },
+      "Generic": {
+        "name": "Generic",
+        "kind": "alias",
+        "path": "omniread.html.parser.Generic",
+        "signature": "<bound method Alias.signature of Alias('Generic', 'typing.Generic')>",
+        "docstring": null
+      },
+      "TypeVar": {
+        "name": "TypeVar",
+        "kind": "alias",
+        "path": "omniread.html.parser.TypeVar",
+        "signature": "<bound method Alias.signature of Alias('TypeVar', 'typing.TypeVar')>",
+        "docstring": null
+      },
+      "Optional": {
+        "name": "Optional",
+        "kind": "alias",
+        "path": "omniread.html.parser.Optional",
+        "signature": "<bound method Alias.signature of Alias('Optional', 'typing.Optional')>",
+        "docstring": null
+      },
+      "abstractmethod": {
+        "name": "abstractmethod",
+        "kind": "alias",
+        "path": "omniread.html.parser.abstractmethod",
+        "signature": "<bound method Alias.signature of Alias('abstractmethod', 'abc.abstractmethod')>",
+        "docstring": null
+      },
+      "BeautifulSoup": {
+        "name": "BeautifulSoup",
+        "kind": "alias",
+        "path": "omniread.html.parser.BeautifulSoup",
+        "signature": "<bound method Alias.signature of Alias('BeautifulSoup', 'bs4.BeautifulSoup')>",
+        "docstring": null
+      },
+      "Tag": {
+        "name": "Tag",
+        "kind": "alias",
+        "path": "omniread.html.parser.Tag",
+        "signature": "<bound method Alias.signature of Alias('Tag', 'bs4.Tag')>",
+        "docstring": null
+      },
+      "ContentType": {
+        "name": "ContentType",
+        "kind": "class",
+        "path": "omniread.html.parser.ContentType",
+        "signature": "<bound method Alias.signature of Alias('ContentType', 'omniread.core.content.ContentType')>",
+        "docstring": "Supported MIME types for extracted content.\n\nThis enum represents the declared or inferred media type of the content\nsource. It is primarily used for routing content to the appropriate\nparser or downstream consumer.",
+        "members": {
+          "HTML": {
+            "name": "HTML",
+            "kind": "attribute",
+            "path": "omniread.html.parser.ContentType.HTML",
+            "signature": "<bound method Alias.signature of Alias('HTML', 'omniread.core.content.ContentType.HTML')>",
+            "docstring": "HTML document content."
+          },
+          "PDF": {
+            "name": "PDF",
+            "kind": "attribute",
+            "path": "omniread.html.parser.ContentType.PDF",
+            "signature": "<bound method Alias.signature of Alias('PDF', 'omniread.core.content.ContentType.PDF')>",
+            "docstring": "PDF document content."
+          },
+          "JSON": {
+            "name": "JSON",
+            "kind": "attribute",
+            "path": "omniread.html.parser.ContentType.JSON",
+            "signature": "<bound method Alias.signature of Alias('JSON', 'omniread.core.content.ContentType.JSON')>",
+            "docstring": "JSON document content."
+          },
+          "XML": {
+            "name": "XML",
+            "kind": "attribute",
+            "path": "omniread.html.parser.ContentType.XML",
+            "signature": "<bound method Alias.signature of Alias('XML', 'omniread.core.content.ContentType.XML')>",
+            "docstring": "XML document content."
+          }
+        }
+      },
+      "Content": {
+        "name": "Content",
+        "kind": "class",
+        "path": "omniread.html.parser.Content",
+        "signature": "<bound method Alias.signature of Alias('Content', 'omniread.core.content.Content')>",
+        "docstring": "Normalized representation of extracted content.\n\nA `Content` instance represents a raw content payload along with minimal\ncontextual metadata describing its origin and type.\n\nThis class is the **primary exchange format** between:\n- Scrapers\n- Parsers\n- Downstream consumers\n\nAttributes:\n    raw: Raw content bytes as retrieved from the source.\n    source: Identifier of the content origin (URL, file path, or logical name).\n    content_type: Optional MIME type of the content, if known.\n    metadata: Optional, implementation-defined metadata associated with\n        the content (e.g., headers, encoding hints, extraction notes).",
+        "members": {
+          "raw": {
+            "name": "raw",
+            "kind": "attribute",
+            "path": "omniread.html.parser.Content.raw",
+            "signature": "<bound method Alias.signature of Alias('raw', 'omniread.core.content.Content.raw')>",
+            "docstring": null
+          },
+          "source": {
+            "name": "source",
+            "kind": "attribute",
+            "path": "omniread.html.parser.Content.source",
+            "signature": "<bound method Alias.signature of Alias('source', 'omniread.core.content.Content.source')>",
+            "docstring": null
+          },
+          "content_type": {
+            "name": "content_type",
+            "kind": "attribute",
+            "path": "omniread.html.parser.Content.content_type",
+            "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.core.content.Content.content_type')>",
+            "docstring": null
+          },
+          "metadata": {
+            "name": "metadata",
+            "kind": "attribute",
+            "path": "omniread.html.parser.Content.metadata",
+            "signature": "<bound method Alias.signature of Alias('metadata', 'omniread.core.content.Content.metadata')>",
+            "docstring": null
+          }
+        }
+      },
+      "BaseParser": {
+        "name": "BaseParser",
+        "kind": "class",
+        "path": "omniread.html.parser.BaseParser",
+        "signature": "<bound method Alias.signature of Alias('BaseParser', 'omniread.core.parser.BaseParser')>",
+        "docstring": "Base interface for all parsers.\n\nA parser is a self-contained object that owns the Content\nit is responsible for interpreting.\n\nImplementations must:\n- Declare supported content types via `supported_types`\n- Raise parsing-specific exceptions from `parse()`\n- Remain deterministic for a given input\n\nConsumers may rely on:\n- Early validation of content compatibility\n- Type-stable return values from `parse()`",
+        "members": {
+          "supported_types": {
+            "name": "supported_types",
+            "kind": "attribute",
+            "path": "omniread.html.parser.BaseParser.supported_types",
+            "signature": "<bound method Alias.signature of Alias('supported_types', 'omniread.core.parser.BaseParser.supported_types')>",
+            "docstring": "Set of content types supported by this parser.\n\nAn empty set indicates that the parser is content-type agnostic."
+          },
+          "content": {
+            "name": "content",
+            "kind": "attribute",
+            "path": "omniread.html.parser.BaseParser.content",
+            "signature": "<bound method Alias.signature of Alias('content', 'omniread.core.parser.BaseParser.content')>",
+            "docstring": null
+          },
+          "parse": {
+            "name": "parse",
+            "kind": "function",
+            "path": "omniread.html.parser.BaseParser.parse",
+            "signature": "<bound method Alias.signature of Alias('parse', 'omniread.core.parser.BaseParser.parse')>",
+            "docstring": "Parse the owned content into structured output.\n\nImplementations must fully consume the provided content and\nreturn a deterministic, structured output.\n\nReturns:\n    Parsed, structured representation.\n\nRaises:\n    Exception: Parsing-specific errors as defined by the implementation."
+          },
+          "supports": {
+            "name": "supports",
+            "kind": "function",
+            "path": "omniread.html.parser.BaseParser.supports",
+            "signature": "<bound method Alias.signature of Alias('supports', 'omniread.core.parser.BaseParser.supports')>",
+            "docstring": "Check whether this parser supports the content's type.\n\nReturns:\n    True if the content type is supported; False otherwise."
+          }
+        }
+      },
+      "T": {
+        "name": "T",
+        "kind": "attribute",
+        "path": "omniread.html.parser.T",
+        "signature": null,
+        "docstring": null
+      },
+      "HTMLParser": {
+        "name": "HTMLParser",
+        "kind": "class",
+        "path": "omniread.html.parser.HTMLParser",
+        "signature": "<bound method Class.signature of Class('HTMLParser', 27, 177)>",
+        "docstring": "Base HTML parser.\n\nThis class extends the core `BaseParser` with HTML-specific behavior,\nincluding DOM parsing via BeautifulSoup and reusable extraction helpers.\n\nProvides reusable helpers for HTML extraction.\nConcrete parsers must explicitly define the return type.\n\nCharacteristics:\n- Accepts only HTML content\n- Owns a parsed BeautifulSoup DOM tree\n- Provides pure helper utilities for common HTML structures\n\nConcrete subclasses must:\n- Define the output type `T`\n- Implement the `parse()` method",
+        "members": {
+          "supported_types": {
+            "name": "supported_types",
+            "kind": "attribute",
+            "path": "omniread.html.parser.HTMLParser.supported_types",
+            "signature": null,
+            "docstring": "Set of content types supported by this parser (HTML only)."
+          },
+          "parse": {
+            "name": "parse",
+            "kind": "function",
+            "path": "omniread.html.parser.HTMLParser.parse",
+            "signature": "<bound method Function.signature of Function('parse', 70, 81)>",
+            "docstring": "Fully parse the HTML content into structured output.\n\nImplementations must fully interpret the HTML DOM and return\na deterministic, structured output.\n\nReturns:\n    Parsed representation of type `T`."
+          },
+          "parse_div": {
+            "name": "parse_div",
+            "kind": "function",
+            "path": "omniread.html.parser.HTMLParser.parse_div",
+            "signature": "<bound method Function.signature of Function('parse_div', 87, 99)>",
+            "docstring": "Extract normalized text from a `<div>` element.\n\nArgs:\n    div: BeautifulSoup tag representing a `<div>`.\n    separator: String used to separate text nodes.\n\nReturns:\n    Flattened, whitespace-normalized text content."
+          },
+          "parse_link": {
+            "name": "parse_link",
+            "kind": "function",
+            "path": "omniread.html.parser.HTMLParser.parse_link",
+            "signature": "<bound method Function.signature of Function('parse_link', 101, 112)>",
+            "docstring": "Extract the hyperlink reference from an `<a>` element.\n\nArgs:\n    a: BeautifulSoup tag representing an anchor.\n\nReturns:\n    The value of the `href` attribute, or None if absent."
+          },
+          "parse_table": {
+            "name": "parse_table",
+            "kind": "function",
+            "path": "omniread.html.parser.HTMLParser.parse_table",
+            "signature": "<bound method Function.signature of Function('parse_table', 114, 133)>",
+            "docstring": "Parse an HTML table into a 2D list of strings.\n\nArgs:\n    table: BeautifulSoup tag representing a `<table>`.\n\nReturns:\n    A list of rows, where each row is a list of cell text values."
+          },
+          "parse_meta": {
+            "name": "parse_meta",
+            "kind": "function",
+            "path": "omniread.html.parser.HTMLParser.parse_meta",
+            "signature": "<bound method Function.signature of Function('parse_meta', 153, 177)>",
+            "docstring": "Extract high-level metadata from the HTML document.\n\nThis includes:\n- Document title\n- `<meta>` tag name/property → content mappings\n\nReturns:\n    Dictionary containing extracted metadata."
+          }
+        }
+      },
+      "list": {
+        "name": "list",
+        "kind": "alias",
+        "path": "omniread.html.parser.list",
+        "signature": "<bound method Alias.signature of Alias('list', 'typing.list')>",
+        "docstring": null
+      },
+      "dict": {
+        "name": "dict",
+        "kind": "alias",
+        "path": "omniread.html.parser.dict",
+        "signature": "<bound method Alias.signature of Alias('dict', 'typing.dict')>",
+        "docstring": null
+      }
+    }
+  }
+}

mcp_docs/modules/omniread.html.scraper.json

@@ -0,0 +1,157 @@
+{
+  "module": "omniread.html.scraper",
+  "content": {
+    "path": "omniread.html.scraper",
+    "docstring": "HTML scraping implementation for OmniRead.\n\nThis module provides an HTTP-based scraper for retrieving HTML documents.\nIt implements the core `BaseScraper` contract using `httpx` as the transport\nlayer.\n\nThis scraper is responsible for:\n- Fetching raw HTML bytes over HTTP(S)\n- Validating response content type\n- Attaching HTTP metadata to the returned content\n\nThis scraper is not responsible for:\n- Parsing or interpreting HTML\n- Retrying failed requests\n- Managing crawl policies or rate limiting",
+    "objects": {
+      "httpx": {
+        "name": "httpx",
+        "kind": "alias",
+        "path": "omniread.html.scraper.httpx",
+        "signature": "<bound method Alias.signature of Alias('httpx', 'httpx')>",
+        "docstring": null
+      },
+      "Any": {
+        "name": "Any",
+        "kind": "alias",
+        "path": "omniread.html.scraper.Any",
+        "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
+        "docstring": null
+      },
+      "Mapping": {
+        "name": "Mapping",
+        "kind": "alias",
+        "path": "omniread.html.scraper.Mapping",
+        "signature": "<bound method Alias.signature of Alias('Mapping', 'typing.Mapping')>",
+        "docstring": null
+      },
+      "Optional": {
+        "name": "Optional",
+        "kind": "alias",
+        "path": "omniread.html.scraper.Optional",
+        "signature": "<bound method Alias.signature of Alias('Optional', 'typing.Optional')>",
+        "docstring": null
+      },
+      "Content": {
+        "name": "Content",
+        "kind": "class",
+        "path": "omniread.html.scraper.Content",
+        "signature": "<bound method Alias.signature of Alias('Content', 'omniread.core.content.Content')>",
+        "docstring": "Normalized representation of extracted content.\n\nA `Content` instance represents a raw content payload along with minimal\ncontextual metadata describing its origin and type.\n\nThis class is the **primary exchange format** between:\n- Scrapers\n- Parsers\n- Downstream consumers\n\nAttributes:\n    raw: Raw content bytes as retrieved from the source.\n    source: Identifier of the content origin (URL, file path, or logical name).\n    content_type: Optional MIME type of the content, if known.\n    metadata: Optional, implementation-defined metadata associated with\n        the content (e.g., headers, encoding hints, extraction notes).",
+        "members": {
+          "raw": {
+            "name": "raw",
+            "kind": "attribute",
+            "path": "omniread.html.scraper.Content.raw",
+            "signature": "<bound method Alias.signature of Alias('raw', 'omniread.core.content.Content.raw')>",
+            "docstring": null
+          },
+          "source": {
+            "name": "source",
+            "kind": "attribute",
+            "path": "omniread.html.scraper.Content.source",
+            "signature": "<bound method Alias.signature of Alias('source', 'omniread.core.content.Content.source')>",
+            "docstring": null
+          },
+          "content_type": {
+            "name": "content_type",
+            "kind": "attribute",
+            "path": "omniread.html.scraper.Content.content_type",
+            "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.core.content.Content.content_type')>",
+            "docstring": null
+          },
+          "metadata": {
+            "name": "metadata",
+            "kind": "attribute",
+            "path": "omniread.html.scraper.Content.metadata",
+            "signature": "<bound method Alias.signature of Alias('metadata', 'omniread.core.content.Content.metadata')>",
+            "docstring": null
+          }
+        }
+      },
+      "ContentType": {
+        "name": "ContentType",
+        "kind": "class",
+        "path": "omniread.html.scraper.ContentType",
+        "signature": "<bound method Alias.signature of Alias('ContentType', 'omniread.core.content.ContentType')>",
+        "docstring": "Supported MIME types for extracted content.\n\nThis enum represents the declared or inferred media type of the content\nsource. It is primarily used for routing content to the appropriate\nparser or downstream consumer.",
+        "members": {
+          "HTML": {
+            "name": "HTML",
+            "kind": "attribute",
+            "path": "omniread.html.scraper.ContentType.HTML",
+            "signature": "<bound method Alias.signature of Alias('HTML', 'omniread.core.content.ContentType.HTML')>",
+            "docstring": "HTML document content."
+          },
+          "PDF": {
+            "name": "PDF",
+            "kind": "attribute",
+            "path": "omniread.html.scraper.ContentType.PDF",
+            "signature": "<bound method Alias.signature of Alias('PDF', 'omniread.core.content.ContentType.PDF')>",
+            "docstring": "PDF document content."
+          },
+          "JSON": {
+            "name": "JSON",
+            "kind": "attribute",
+            "path": "omniread.html.scraper.ContentType.JSON",
+            "signature": "<bound method Alias.signature of Alias('JSON', 'omniread.core.content.ContentType.JSON')>",
+            "docstring": "JSON document content."
+          },
+          "XML": {
+            "name": "XML",
+            "kind": "attribute",
+            "path": "omniread.html.scraper.ContentType.XML",
+            "signature": "<bound method Alias.signature of Alias('XML', 'omniread.core.content.ContentType.XML')>",
+            "docstring": "XML document content."
+          }
+        }
+      },
+      "BaseScraper": {
+        "name": "BaseScraper",
+        "kind": "class",
+        "path": "omniread.html.scraper.BaseScraper",
+        "signature": "<bound method Alias.signature of Alias('BaseScraper', 'omniread.core.scraper.BaseScraper')>",
+        "docstring": "Base interface for all scrapers.\n\nA scraper is responsible ONLY for fetching raw content\n(bytes) from a source. It must not interpret or parse it.\n\nA scraper is a **stateless acquisition component** that retrieves raw\ncontent from a source and returns it as a `Content` object.\n\nScrapers define *how content is obtained*, not *what the content means*.\n\nImplementations may vary in:\n- Transport mechanism (HTTP, filesystem, cloud storage)\n- Authentication strategy\n- Retry and backoff behavior\n\nImplementations must not:\n- Parse content\n- Modify content semantics\n- Couple scraping logic to a specific parser",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.html.scraper.BaseScraper.fetch",
+            "signature": "<bound method Alias.signature of Alias('fetch', 'omniread.core.scraper.BaseScraper.fetch')>",
+            "docstring": "Fetch raw content from the given source.\n\nImplementations must retrieve the content referenced by `source`\nand return it as raw bytes wrapped in a `Content` object.\n\nArgs:\n    source: Location identifier (URL, file path, S3 URI, etc.)\n    metadata: Optional hints for the scraper (headers, auth, etc.)\n\nReturns:\n    Content object containing raw bytes and metadata.\n    - Raw content bytes\n    - Source identifier\n    - Optional metadata\n\nRaises:\n    Exception: Retrieval-specific errors as defined by the implementation."
+          }
+        }
+      },
+      "HTMLScraper": {
+        "name": "HTMLScraper",
+        "kind": "class",
+        "path": "omniread.html.scraper.HTMLScraper",
+        "signature": "<bound method Class.signature of Class('HTMLScraper', 26, 134)>",
+        "docstring": "Base HTML scraper using httpx.\n\nThis scraper retrieves HTML documents over HTTP(S) and returns them\nas raw content wrapped in a `Content` object.\n\nFetches raw bytes and metadata only.\nThe scraper:\n- Uses `httpx.Client` for HTTP requests\n- Enforces an HTML content type\n- Preserves HTTP response metadata\n\nThe scraper does not:\n- Parse HTML\n- Perform retries or backoff\n- Handle non-HTML responses",
+        "members": {
+          "content_type": {
+            "name": "content_type",
+            "kind": "attribute",
+            "path": "omniread.html.scraper.HTMLScraper.content_type",
+            "signature": null,
+            "docstring": null
+          },
+          "validate_content_type": {
+            "name": "validate_content_type",
+            "kind": "function",
+            "path": "omniread.html.scraper.HTMLScraper.validate_content_type",
+            "signature": "<bound method Function.signature of Function('validate_content_type', 71, 94)>",
+            "docstring": "Validate that the HTTP response contains HTML content.\n\nArgs:\n    response: HTTP response returned by `httpx`.\n\nRaises:\n    ValueError: If the `Content-Type` header is missing or does not\n        indicate HTML content."
+          },
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.html.scraper.HTMLScraper.fetch",
+            "signature": "<bound method Function.signature of Function('fetch', 96, 134)>",
+            "docstring": "Fetch an HTML document from the given source.\n\nArgs:\n    source: URL of the HTML document.\n    metadata: Optional metadata to be merged into the returned content.\n\nReturns:\n    A `Content` instance containing:\n    - Raw HTML bytes\n    - Source URL\n    - HTML content type\n    - HTTP response metadata\n\nRaises:\n    httpx.HTTPError: If the HTTP request fails.\n    ValueError: If the response is not valid HTML."
+          }
+        }
+      }
+    }
+  }
+}

mcp_docs/modules/omniread.pdf.client.json

@@ -0,0 +1,69 @@
+{
+  "module": "omniread.pdf.client",
+  "content": {
+    "path": "omniread.pdf.client",
+    "docstring": "PDF client abstractions for OmniRead.\n\nThis module defines the **client layer** responsible for retrieving raw PDF\nbytes from a concrete backing store.\n\nClients provide low-level access to PDF binaries and are intentionally\ndecoupled from scraping and parsing logic. They do not perform validation,\ninterpretation, or content extraction.\n\nTypical backing stores include:\n- Local filesystems\n- Object storage (S3, GCS, etc.)\n- Network file systems",
+    "objects": {
+      "Any": {
+        "name": "Any",
+        "kind": "alias",
+        "path": "omniread.pdf.client.Any",
+        "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
+        "docstring": null
+      },
+      "ABC": {
+        "name": "ABC",
+        "kind": "alias",
+        "path": "omniread.pdf.client.ABC",
+        "signature": "<bound method Alias.signature of Alias('ABC', 'abc.ABC')>",
+        "docstring": null
+      },
+      "abstractmethod": {
+        "name": "abstractmethod",
+        "kind": "alias",
+        "path": "omniread.pdf.client.abstractmethod",
+        "signature": "<bound method Alias.signature of Alias('abstractmethod', 'abc.abstractmethod')>",
+        "docstring": null
+      },
+      "Path": {
+        "name": "Path",
+        "kind": "alias",
+        "path": "omniread.pdf.client.Path",
+        "signature": "<bound method Alias.signature of Alias('Path', 'pathlib.Path')>",
+        "docstring": null
+      },
+      "BasePDFClient": {
+        "name": "BasePDFClient",
+        "kind": "class",
+        "path": "omniread.pdf.client.BasePDFClient",
+        "signature": "<bound method Class.signature of Class('BasePDFClient', 22, 48)>",
+        "docstring": "Abstract client responsible for retrieving PDF bytes\nfrom a specific backing store (filesystem, S3, FTP, etc.).\n\nImplementations must:\n- Accept a source identifier appropriate to the backing store\n- Return the full PDF binary payload\n- Raise retrieval-specific errors on failure",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.pdf.client.BasePDFClient.fetch",
+            "signature": "<bound method Function.signature of Function('fetch', 33, 48)>",
+            "docstring": "Fetch raw PDF bytes from the given source.\n\nArgs:\n    source: Identifier of the PDF location, such as a file path,\n        object storage key, or remote reference.\n\nReturns:\n    Raw PDF bytes.\n\nRaises:\n    Exception: Retrieval-specific errors defined by the implementation."
+          }
+        }
+      },
+      "FileSystemPDFClient": {
+        "name": "FileSystemPDFClient",
+        "kind": "class",
+        "path": "omniread.pdf.client.FileSystemPDFClient",
+        "signature": "<bound method Class.signature of Class('FileSystemPDFClient', 51, 80)>",
+        "docstring": "PDF client that reads from the local filesystem.\n\nThis client reads PDF files directly from the disk and returns their raw\nbinary contents.",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.pdf.client.FileSystemPDFClient.fetch",
+            "signature": "<bound method Function.signature of Function('fetch', 59, 80)>",
+            "docstring": "Read a PDF file from the local filesystem.\n\nArgs:\n    path: Filesystem path to the PDF file.\n\nReturns:\n    Raw PDF bytes.\n\nRaises:\n    FileNotFoundError: If the path does not exist.\n    ValueError: If the path exists but is not a file."
+          }
+        }
+      }
+    }
+  }
+}

mcp_docs/modules/omniread.pdf.json

@@ -0,0 +1,419 @@
+{
+  "module": "omniread.pdf",
+  "content": {
+    "path": "omniread.pdf",
+    "docstring": "PDF format implementation for OmniRead.\n\nThis package provides **PDF-specific implementations** of the core OmniRead\ncontracts defined in `omniread.core`.\n\nUnlike HTML, PDF handling requires an explicit client layer for document\naccess. This package therefore includes:\n- PDF clients for acquiring raw PDF data\n- PDF scrapers that coordinate client access\n- PDF parsers that extract structured content from PDF binaries\n\nPublic exports from this package represent the supported PDF pipeline\nand are safe for consumers to import directly when working with PDFs.",
+    "objects": {
+      "FileSystemPDFClient": {
+        "name": "FileSystemPDFClient",
+        "kind": "class",
+        "path": "omniread.pdf.FileSystemPDFClient",
+        "signature": "<bound method Alias.signature of Alias('FileSystemPDFClient', 'omniread.pdf.client.FileSystemPDFClient')>",
+        "docstring": "PDF client that reads from the local filesystem.\n\nThis client reads PDF files directly from the disk and returns their raw\nbinary contents.",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.pdf.FileSystemPDFClient.fetch",
+            "signature": "<bound method Alias.signature of Alias('fetch', 'omniread.pdf.client.FileSystemPDFClient.fetch')>",
+            "docstring": "Read a PDF file from the local filesystem.\n\nArgs:\n    path: Filesystem path to the PDF file.\n\nReturns:\n    Raw PDF bytes.\n\nRaises:\n    FileNotFoundError: If the path does not exist.\n    ValueError: If the path exists but is not a file."
+          }
+        }
+      },
+      "PDFScraper": {
+        "name": "PDFScraper",
+        "kind": "class",
+        "path": "omniread.pdf.PDFScraper",
+        "signature": "<bound method Alias.signature of Alias('PDFScraper', 'omniread.pdf.scraper.PDFScraper')>",
+        "docstring": "Scraper for PDF sources.\n\nDelegates byte retrieval to a PDF client and normalizes\noutput into Content.\n\nThe scraper:\n- Does not perform parsing or interpretation\n- Does not assume a specific storage backend\n- Preserves caller-provided metadata",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.pdf.PDFScraper.fetch",
+            "signature": "<bound method Alias.signature of Alias('fetch', 'omniread.pdf.scraper.PDFScraper.fetch')>",
+            "docstring": "Fetch a PDF document from the given source.\n\nArgs:\n    source: Identifier of the PDF source as understood by the\n        configured PDF client.\n    metadata: Optional metadata to attach to the returned content.\n\nReturns:\n    A `Content` instance containing:\n    - Raw PDF bytes\n    - Source identifier\n    - PDF content type\n    - Optional metadata\n\nRaises:\n    Exception: Retrieval-specific errors raised by the PDF client."
+          }
+        }
+      },
+      "PDFParser": {
+        "name": "PDFParser",
+        "kind": "class",
+        "path": "omniread.pdf.PDFParser",
+        "signature": "<bound method Alias.signature of Alias('PDFParser', 'omniread.pdf.parser.PDFParser')>",
+        "docstring": "Base PDF parser.\n\nThis class enforces PDF content-type compatibility and provides the\nextension point for implementing concrete PDF parsing strategies.\n\nConcrete implementations must define:\n- Define the output type `T`\n- Implement the `parse()` method",
+        "members": {
+          "supported_types": {
+            "name": "supported_types",
+            "kind": "attribute",
+            "path": "omniread.pdf.PDFParser.supported_types",
+            "signature": "<bound method Alias.signature of Alias('supported_types', 'omniread.pdf.parser.PDFParser.supported_types')>",
+            "docstring": "Set of content types supported by this parser (PDF only)."
+          },
+          "parse": {
+            "name": "parse",
+            "kind": "function",
+            "path": "omniread.pdf.PDFParser.parse",
+            "signature": "<bound method Alias.signature of Alias('parse', 'omniread.pdf.parser.PDFParser.parse')>",
+            "docstring": "Parse PDF content into a structured output.\n\nImplementations must fully interpret the PDF binary payload and\nreturn a deterministic, structured output.\n\nReturns:\n    Parsed representation of type `T`.\n\nRaises:\n    Exception: Parsing-specific errors as defined by the implementation."
+          }
+        }
+      },
+      "client": {
+        "name": "client",
+        "kind": "module",
+        "path": "omniread.pdf.client",
+        "signature": null,
+        "docstring": "PDF client abstractions for OmniRead.\n\nThis module defines the **client layer** responsible for retrieving raw PDF\nbytes from a concrete backing store.\n\nClients provide low-level access to PDF binaries and are intentionally\ndecoupled from scraping and parsing logic. They do not perform validation,\ninterpretation, or content extraction.\n\nTypical backing stores include:\n- Local filesystems\n- Object storage (S3, GCS, etc.)\n- Network file systems",
+        "members": {
+          "Any": {
+            "name": "Any",
+            "kind": "alias",
+            "path": "omniread.pdf.client.Any",
+            "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
+            "docstring": null
+          },
+          "ABC": {
+            "name": "ABC",
+            "kind": "alias",
+            "path": "omniread.pdf.client.ABC",
+            "signature": "<bound method Alias.signature of Alias('ABC', 'abc.ABC')>",
+            "docstring": null
+          },
+          "abstractmethod": {
+            "name": "abstractmethod",
+            "kind": "alias",
+            "path": "omniread.pdf.client.abstractmethod",
+            "signature": "<bound method Alias.signature of Alias('abstractmethod', 'abc.abstractmethod')>",
+            "docstring": null
+          },
+          "Path": {
+            "name": "Path",
+            "kind": "alias",
+            "path": "omniread.pdf.client.Path",
+            "signature": "<bound method Alias.signature of Alias('Path', 'pathlib.Path')>",
+            "docstring": null
+          },
+          "BasePDFClient": {
+            "name": "BasePDFClient",
+            "kind": "class",
+            "path": "omniread.pdf.client.BasePDFClient",
+            "signature": "<bound method Class.signature of Class('BasePDFClient', 22, 48)>",
+            "docstring": "Abstract client responsible for retrieving PDF bytes\nfrom a specific backing store (filesystem, S3, FTP, etc.).\n\nImplementations must:\n- Accept a source identifier appropriate to the backing store\n- Return the full PDF binary payload\n- Raise retrieval-specific errors on failure",
+            "members": {
+              "fetch": {
+                "name": "fetch",
+                "kind": "function",
+                "path": "omniread.pdf.client.BasePDFClient.fetch",
+                "signature": "<bound method Function.signature of Function('fetch', 33, 48)>",
+                "docstring": "Fetch raw PDF bytes from the given source.\n\nArgs:\n    source: Identifier of the PDF location, such as a file path,\n        object storage key, or remote reference.\n\nReturns:\n    Raw PDF bytes.\n\nRaises:\n    Exception: Retrieval-specific errors defined by the implementation."
+              }
+            }
+          },
+          "FileSystemPDFClient": {
+            "name": "FileSystemPDFClient",
+            "kind": "class",
+            "path": "omniread.pdf.client.FileSystemPDFClient",
+            "signature": "<bound method Class.signature of Class('FileSystemPDFClient', 51, 80)>",
+            "docstring": "PDF client that reads from the local filesystem.\n\nThis client reads PDF files directly from the disk and returns their raw\nbinary contents.",
+            "members": {
+              "fetch": {
+                "name": "fetch",
+                "kind": "function",
+                "path": "omniread.pdf.client.FileSystemPDFClient.fetch",
+                "signature": "<bound method Function.signature of Function('fetch', 59, 80)>",
+                "docstring": "Read a PDF file from the local filesystem.\n\nArgs:\n    path: Filesystem path to the PDF file.\n\nReturns:\n    Raw PDF bytes.\n\nRaises:\n    FileNotFoundError: If the path does not exist.\n    ValueError: If the path exists but is not a file."
+              }
+            }
+          }
+        }
+      },
+      "parser": {
+        "name": "parser",
+        "kind": "module",
+        "path": "omniread.pdf.parser",
+        "signature": null,
+        "docstring": "PDF parser base implementations for OmniRead.\n\nThis module defines the **PDF-specific parser contract**, extending the\nformat-agnostic `BaseParser` with constraints appropriate for PDF content.\n\nPDF parsers are responsible for interpreting binary PDF data and producing\nstructured representations suitable for downstream consumption.",
+        "members": {
+          "Generic": {
+            "name": "Generic",
+            "kind": "alias",
+            "path": "omniread.pdf.parser.Generic",
+            "signature": "<bound method Alias.signature of Alias('Generic', 'typing.Generic')>",
+            "docstring": null
+          },
+          "TypeVar": {
+            "name": "TypeVar",
+            "kind": "alias",
+            "path": "omniread.pdf.parser.TypeVar",
+            "signature": "<bound method Alias.signature of Alias('TypeVar', 'typing.TypeVar')>",
+            "docstring": null
+          },
+          "abstractmethod": {
+            "name": "abstractmethod",
+            "kind": "alias",
+            "path": "omniread.pdf.parser.abstractmethod",
+            "signature": "<bound method Alias.signature of Alias('abstractmethod', 'abc.abstractmethod')>",
+            "docstring": null
+          },
+          "ContentType": {
+            "name": "ContentType",
+            "kind": "class",
+            "path": "omniread.pdf.parser.ContentType",
+            "signature": "<bound method Alias.signature of Alias('ContentType', 'omniread.core.content.ContentType')>",
+            "docstring": "Supported MIME types for extracted content.\n\nThis enum represents the declared or inferred media type of the content\nsource. It is primarily used for routing content to the appropriate\nparser or downstream consumer.",
+            "members": {
+              "HTML": {
+                "name": "HTML",
+                "kind": "attribute",
+                "path": "omniread.pdf.parser.ContentType.HTML",
+                "signature": "<bound method Alias.signature of Alias('HTML', 'omniread.core.content.ContentType.HTML')>",
+                "docstring": "HTML document content."
+              },
+              "PDF": {
+                "name": "PDF",
+                "kind": "attribute",
+                "path": "omniread.pdf.parser.ContentType.PDF",
+                "signature": "<bound method Alias.signature of Alias('PDF', 'omniread.core.content.ContentType.PDF')>",
+                "docstring": "PDF document content."
+              },
+              "JSON": {
+                "name": "JSON",
+                "kind": "attribute",
+                "path": "omniread.pdf.parser.ContentType.JSON",
+                "signature": "<bound method Alias.signature of Alias('JSON', 'omniread.core.content.ContentType.JSON')>",
+                "docstring": "JSON document content."
+              },
+              "XML": {
+                "name": "XML",
+                "kind": "attribute",
+                "path": "omniread.pdf.parser.ContentType.XML",
+                "signature": "<bound method Alias.signature of Alias('XML', 'omniread.core.content.ContentType.XML')>",
+                "docstring": "XML document content."
+              }
+            }
+          },
+          "BaseParser": {
+            "name": "BaseParser",
+            "kind": "class",
+            "path": "omniread.pdf.parser.BaseParser",
+            "signature": "<bound method Alias.signature of Alias('BaseParser', 'omniread.core.parser.BaseParser')>",
+            "docstring": "Base interface for all parsers.\n\nA parser is a self-contained object that owns the Content\nit is responsible for interpreting.\n\nImplementations must:\n- Declare supported content types via `supported_types`\n- Raise parsing-specific exceptions from `parse()`\n- Remain deterministic for a given input\n\nConsumers may rely on:\n- Early validation of content compatibility\n- Type-stable return values from `parse()`",
+            "members": {
+              "supported_types": {
+                "name": "supported_types",
+                "kind": "attribute",
+                "path": "omniread.pdf.parser.BaseParser.supported_types",
+                "signature": "<bound method Alias.signature of Alias('supported_types', 'omniread.core.parser.BaseParser.supported_types')>",
+                "docstring": "Set of content types supported by this parser.\n\nAn empty set indicates that the parser is content-type agnostic."
+              },
+              "content": {
+                "name": "content",
+                "kind": "attribute",
+                "path": "omniread.pdf.parser.BaseParser.content",
+                "signature": "<bound method Alias.signature of Alias('content', 'omniread.core.parser.BaseParser.content')>",
+                "docstring": null
+              },
+              "parse": {
+                "name": "parse",
+                "kind": "function",
+                "path": "omniread.pdf.parser.BaseParser.parse",
+                "signature": "<bound method Alias.signature of Alias('parse', 'omniread.core.parser.BaseParser.parse')>",
+                "docstring": "Parse the owned content into structured output.\n\nImplementations must fully consume the provided content and\nreturn a deterministic, structured output.\n\nReturns:\n    Parsed, structured representation.\n\nRaises:\n    Exception: Parsing-specific errors as defined by the implementation."
+              },
+              "supports": {
+                "name": "supports",
+                "kind": "function",
+                "path": "omniread.pdf.parser.BaseParser.supports",
+                "signature": "<bound method Alias.signature of Alias('supports', 'omniread.core.parser.BaseParser.supports')>",
+                "docstring": "Check whether this parser supports the content's type.\n\nReturns:\n    True if the content type is supported; False otherwise."
+              }
+            }
+          },
+          "T": {
+            "name": "T",
+            "kind": "attribute",
+            "path": "omniread.pdf.parser.T",
+            "signature": null,
+            "docstring": null
+          },
+          "PDFParser": {
+            "name": "PDFParser",
+            "kind": "class",
+            "path": "omniread.pdf.parser.PDFParser",
+            "signature": "<bound method Class.signature of Class('PDFParser', 20, 49)>",
+            "docstring": "Base PDF parser.\n\nThis class enforces PDF content-type compatibility and provides the\nextension point for implementing concrete PDF parsing strategies.\n\nConcrete implementations must define:\n- Define the output type `T`\n- Implement the `parse()` method",
+            "members": {
+              "supported_types": {
+                "name": "supported_types",
+                "kind": "attribute",
+                "path": "omniread.pdf.parser.PDFParser.supported_types",
+                "signature": null,
+                "docstring": "Set of content types supported by this parser (PDF only)."
+              },
+              "parse": {
+                "name": "parse",
+                "kind": "function",
+                "path": "omniread.pdf.parser.PDFParser.parse",
+                "signature": "<bound method Function.signature of Function('parse', 35, 49)>",
+                "docstring": "Parse PDF content into a structured output.\n\nImplementations must fully interpret the PDF binary payload and\nreturn a deterministic, structured output.\n\nReturns:\n    Parsed representation of type `T`.\n\nRaises:\n    Exception: Parsing-specific errors as defined by the implementation."
+              }
+            }
+          }
+        }
+      },
+      "scraper": {
+        "name": "scraper",
+        "kind": "module",
+        "path": "omniread.pdf.scraper",
+        "signature": null,
+        "docstring": "PDF scraping implementation for OmniRead.\n\nThis module provides a PDF-specific scraper that coordinates PDF byte\nretrieval via a client and normalizes the result into a `Content` object.\n\nThe scraper implements the core `BaseScraper` contract while delegating\nall storage and access concerns to a `BasePDFClient` implementation.",
+        "members": {
+          "Any": {
+            "name": "Any",
+            "kind": "alias",
+            "path": "omniread.pdf.scraper.Any",
+            "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
+            "docstring": null
+          },
+          "Mapping": {
+            "name": "Mapping",
+            "kind": "alias",
+            "path": "omniread.pdf.scraper.Mapping",
+            "signature": "<bound method Alias.signature of Alias('Mapping', 'typing.Mapping')>",
+            "docstring": null
+          },
+          "Optional": {
+            "name": "Optional",
+            "kind": "alias",
+            "path": "omniread.pdf.scraper.Optional",
+            "signature": "<bound method Alias.signature of Alias('Optional', 'typing.Optional')>",
+            "docstring": null
+          },
+          "Content": {
+            "name": "Content",
+            "kind": "class",
+            "path": "omniread.pdf.scraper.Content",
+            "signature": "<bound method Alias.signature of Alias('Content', 'omniread.core.content.Content')>",
+            "docstring": "Normalized representation of extracted content.\n\nA `Content` instance represents a raw content payload along with minimal\ncontextual metadata describing its origin and type.\n\nThis class is the **primary exchange format** between:\n- Scrapers\n- Parsers\n- Downstream consumers\n\nAttributes:\n    raw: Raw content bytes as retrieved from the source.\n    source: Identifier of the content origin (URL, file path, or logical name).\n    content_type: Optional MIME type of the content, if known.\n    metadata: Optional, implementation-defined metadata associated with\n        the content (e.g., headers, encoding hints, extraction notes).",
+            "members": {
+              "raw": {
+                "name": "raw",
+                "kind": "attribute",
+                "path": "omniread.pdf.scraper.Content.raw",
+                "signature": "<bound method Alias.signature of Alias('raw', 'omniread.core.content.Content.raw')>",
+                "docstring": null
+              },
+              "source": {
+                "name": "source",
+                "kind": "attribute",
+                "path": "omniread.pdf.scraper.Content.source",
+                "signature": "<bound method Alias.signature of Alias('source', 'omniread.core.content.Content.source')>",
+                "docstring": null
+              },
+              "content_type": {
+                "name": "content_type",
+                "kind": "attribute",
+                "path": "omniread.pdf.scraper.Content.content_type",
+                "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.core.content.Content.content_type')>",
+                "docstring": null
+              },
+              "metadata": {
+                "name": "metadata",
+                "kind": "attribute",
+                "path": "omniread.pdf.scraper.Content.metadata",
+                "signature": "<bound method Alias.signature of Alias('metadata', 'omniread.core.content.Content.metadata')>",
+                "docstring": null
+              }
+            }
+          },
+          "ContentType": {
+            "name": "ContentType",
+            "kind": "class",
+            "path": "omniread.pdf.scraper.ContentType",
+            "signature": "<bound method Alias.signature of Alias('ContentType', 'omniread.core.content.ContentType')>",
+            "docstring": "Supported MIME types for extracted content.\n\nThis enum represents the declared or inferred media type of the content\nsource. It is primarily used for routing content to the appropriate\nparser or downstream consumer.",
+            "members": {
+              "HTML": {
+                "name": "HTML",
+                "kind": "attribute",
+                "path": "omniread.pdf.scraper.ContentType.HTML",
+                "signature": "<bound method Alias.signature of Alias('HTML', 'omniread.core.content.ContentType.HTML')>",
+                "docstring": "HTML document content."
+              },
+              "PDF": {
+                "name": "PDF",
+                "kind": "attribute",
+                "path": "omniread.pdf.scraper.ContentType.PDF",
+                "signature": "<bound method Alias.signature of Alias('PDF', 'omniread.core.content.ContentType.PDF')>",
+                "docstring": "PDF document content."
+              },
+              "JSON": {
+                "name": "JSON",
+                "kind": "attribute",
+                "path": "omniread.pdf.scraper.ContentType.JSON",
+                "signature": "<bound method Alias.signature of Alias('JSON', 'omniread.core.content.ContentType.JSON')>",
+                "docstring": "JSON document content."
+              },
+              "XML": {
+                "name": "XML",
+                "kind": "attribute",
+                "path": "omniread.pdf.scraper.ContentType.XML",
+                "signature": "<bound method Alias.signature of Alias('XML', 'omniread.core.content.ContentType.XML')>",
+                "docstring": "XML document content."
+              }
+            }
+          },
+          "BaseScraper": {
+            "name": "BaseScraper",
+            "kind": "class",
+            "path": "omniread.pdf.scraper.BaseScraper",
+            "signature": "<bound method Alias.signature of Alias('BaseScraper', 'omniread.core.scraper.BaseScraper')>",
+            "docstring": "Base interface for all scrapers.\n\nA scraper is responsible ONLY for fetching raw content\n(bytes) from a source. It must not interpret or parse it.\n\nA scraper is a **stateless acquisition component** that retrieves raw\ncontent from a source and returns it as a `Content` object.\n\nScrapers define *how content is obtained*, not *what the content means*.\n\nImplementations may vary in:\n- Transport mechanism (HTTP, filesystem, cloud storage)\n- Authentication strategy\n- Retry and backoff behavior\n\nImplementations must not:\n- Parse content\n- Modify content semantics\n- Couple scraping logic to a specific parser",
+            "members": {
+              "fetch": {
+                "name": "fetch",
+                "kind": "function",
+                "path": "omniread.pdf.scraper.BaseScraper.fetch",
+                "signature": "<bound method Alias.signature of Alias('fetch', 'omniread.core.scraper.BaseScraper.fetch')>",
+                "docstring": "Fetch raw content from the given source.\n\nImplementations must retrieve the content referenced by `source`\nand return it as raw bytes wrapped in a `Content` object.\n\nArgs:\n    source: Location identifier (URL, file path, S3 URI, etc.)\n    metadata: Optional hints for the scraper (headers, auth, etc.)\n\nReturns:\n    Content object containing raw bytes and metadata.\n    - Raw content bytes\n    - Source identifier\n    - Optional metadata\n\nRaises:\n    Exception: Retrieval-specific errors as defined by the implementation."
+              }
+            }
+          },
+          "BasePDFClient": {
+            "name": "BasePDFClient",
+            "kind": "class",
+            "path": "omniread.pdf.scraper.BasePDFClient",
+            "signature": "<bound method Alias.signature of Alias('BasePDFClient', 'omniread.pdf.client.BasePDFClient')>",
+            "docstring": "Abstract client responsible for retrieving PDF bytes\nfrom a specific backing store (filesystem, S3, FTP, etc.).\n\nImplementations must:\n- Accept a source identifier appropriate to the backing store\n- Return the full PDF binary payload\n- Raise retrieval-specific errors on failure",
+            "members": {
+              "fetch": {
+                "name": "fetch",
+                "kind": "function",
+                "path": "omniread.pdf.scraper.BasePDFClient.fetch",
+                "signature": "<bound method Alias.signature of Alias('fetch', 'omniread.pdf.client.BasePDFClient.fetch')>",
+                "docstring": "Fetch raw PDF bytes from the given source.\n\nArgs:\n    source: Identifier of the PDF location, such as a file path,\n        object storage key, or remote reference.\n\nReturns:\n    Raw PDF bytes.\n\nRaises:\n    Exception: Retrieval-specific errors defined by the implementation."
+              }
+            }
+          },
+          "PDFScraper": {
+            "name": "PDFScraper",
+            "kind": "class",
+            "path": "omniread.pdf.scraper.PDFScraper",
+            "signature": "<bound method Class.signature of Class('PDFScraper', 18, 71)>",
+            "docstring": "Scraper for PDF sources.\n\nDelegates byte retrieval to a PDF client and normalizes\noutput into Content.\n\nThe scraper:\n- Does not perform parsing or interpretation\n- Does not assume a specific storage backend\n- Preserves caller-provided metadata",
+            "members": {
+              "fetch": {
+                "name": "fetch",
+                "kind": "function",
+                "path": "omniread.pdf.scraper.PDFScraper.fetch",
+                "signature": "<bound method Function.signature of Function('fetch', 40, 71)>",
+                "docstring": "Fetch a PDF document from the given source.\n\nArgs:\n    source: Identifier of the PDF source as understood by the\n        configured PDF client.\n    metadata: Optional metadata to attach to the returned content.\n\nReturns:\n    A `Content` instance containing:\n    - Raw PDF bytes\n    - Source identifier\n    - PDF content type\n    - Optional metadata\n\nRaises:\n    Exception: Retrieval-specific errors raised by the PDF client."
+              }
+            }
+          }
+        }
+      }
+    }
+  }
+}

mcp_docs/modules/omniread.pdf.parser.json

@@ -0,0 +1,134 @@
+{
+  "module": "omniread.pdf.parser",
+  "content": {
+    "path": "omniread.pdf.parser",
+    "docstring": "PDF parser base implementations for OmniRead.\n\nThis module defines the **PDF-specific parser contract**, extending the\nformat-agnostic `BaseParser` with constraints appropriate for PDF content.\n\nPDF parsers are responsible for interpreting binary PDF data and producing\nstructured representations suitable for downstream consumption.",
+    "objects": {
+      "Generic": {
+        "name": "Generic",
+        "kind": "alias",
+        "path": "omniread.pdf.parser.Generic",
+        "signature": "<bound method Alias.signature of Alias('Generic', 'typing.Generic')>",
+        "docstring": null
+      },
+      "TypeVar": {
+        "name": "TypeVar",
+        "kind": "alias",
+        "path": "omniread.pdf.parser.TypeVar",
+        "signature": "<bound method Alias.signature of Alias('TypeVar', 'typing.TypeVar')>",
+        "docstring": null
+      },
+      "abstractmethod": {
+        "name": "abstractmethod",
+        "kind": "alias",
+        "path": "omniread.pdf.parser.abstractmethod",
+        "signature": "<bound method Alias.signature of Alias('abstractmethod', 'abc.abstractmethod')>",
+        "docstring": null
+      },
+      "ContentType": {
+        "name": "ContentType",
+        "kind": "class",
+        "path": "omniread.pdf.parser.ContentType",
+        "signature": "<bound method Alias.signature of Alias('ContentType', 'omniread.core.content.ContentType')>",
+        "docstring": "Supported MIME types for extracted content.\n\nThis enum represents the declared or inferred media type of the content\nsource. It is primarily used for routing content to the appropriate\nparser or downstream consumer.",
+        "members": {
+          "HTML": {
+            "name": "HTML",
+            "kind": "attribute",
+            "path": "omniread.pdf.parser.ContentType.HTML",
+            "signature": "<bound method Alias.signature of Alias('HTML', 'omniread.core.content.ContentType.HTML')>",
+            "docstring": "HTML document content."
+          },
+          "PDF": {
+            "name": "PDF",
+            "kind": "attribute",
+            "path": "omniread.pdf.parser.ContentType.PDF",
+            "signature": "<bound method Alias.signature of Alias('PDF', 'omniread.core.content.ContentType.PDF')>",
+            "docstring": "PDF document content."
+          },
+          "JSON": {
+            "name": "JSON",
+            "kind": "attribute",
+            "path": "omniread.pdf.parser.ContentType.JSON",
+            "signature": "<bound method Alias.signature of Alias('JSON', 'omniread.core.content.ContentType.JSON')>",
+            "docstring": "JSON document content."
+          },
+          "XML": {
+            "name": "XML",
+            "kind": "attribute",
+            "path": "omniread.pdf.parser.ContentType.XML",
+            "signature": "<bound method Alias.signature of Alias('XML', 'omniread.core.content.ContentType.XML')>",
+            "docstring": "XML document content."
+          }
+        }
+      },
+      "BaseParser": {
+        "name": "BaseParser",
+        "kind": "class",
+        "path": "omniread.pdf.parser.BaseParser",
+        "signature": "<bound method Alias.signature of Alias('BaseParser', 'omniread.core.parser.BaseParser')>",
+        "docstring": "Base interface for all parsers.\n\nA parser is a self-contained object that owns the Content\nit is responsible for interpreting.\n\nImplementations must:\n- Declare supported content types via `supported_types`\n- Raise parsing-specific exceptions from `parse()`\n- Remain deterministic for a given input\n\nConsumers may rely on:\n- Early validation of content compatibility\n- Type-stable return values from `parse()`",
+        "members": {
+          "supported_types": {
+            "name": "supported_types",
+            "kind": "attribute",
+            "path": "omniread.pdf.parser.BaseParser.supported_types",
+            "signature": "<bound method Alias.signature of Alias('supported_types', 'omniread.core.parser.BaseParser.supported_types')>",
+            "docstring": "Set of content types supported by this parser.\n\nAn empty set indicates that the parser is content-type agnostic."
+          },
+          "content": {
+            "name": "content",
+            "kind": "attribute",
+            "path": "omniread.pdf.parser.BaseParser.content",
+            "signature": "<bound method Alias.signature of Alias('content', 'omniread.core.parser.BaseParser.content')>",
+            "docstring": null
+          },
+          "parse": {
+            "name": "parse",
+            "kind": "function",
+            "path": "omniread.pdf.parser.BaseParser.parse",
+            "signature": "<bound method Alias.signature of Alias('parse', 'omniread.core.parser.BaseParser.parse')>",
+            "docstring": "Parse the owned content into structured output.\n\nImplementations must fully consume the provided content and\nreturn a deterministic, structured output.\n\nReturns:\n    Parsed, structured representation.\n\nRaises:\n    Exception: Parsing-specific errors as defined by the implementation."
+          },
+          "supports": {
+            "name": "supports",
+            "kind": "function",
+            "path": "omniread.pdf.parser.BaseParser.supports",
+            "signature": "<bound method Alias.signature of Alias('supports', 'omniread.core.parser.BaseParser.supports')>",
+            "docstring": "Check whether this parser supports the content's type.\n\nReturns:\n    True if the content type is supported; False otherwise."
+          }
+        }
+      },
+      "T": {
+        "name": "T",
+        "kind": "attribute",
+        "path": "omniread.pdf.parser.T",
+        "signature": null,
+        "docstring": null
+      },
+      "PDFParser": {
+        "name": "PDFParser",
+        "kind": "class",
+        "path": "omniread.pdf.parser.PDFParser",
+        "signature": "<bound method Class.signature of Class('PDFParser', 20, 49)>",
+        "docstring": "Base PDF parser.\n\nThis class enforces PDF content-type compatibility and provides the\nextension point for implementing concrete PDF parsing strategies.\n\nConcrete implementations must define:\n- Define the output type `T`\n- Implement the `parse()` method",
+        "members": {
+          "supported_types": {
+            "name": "supported_types",
+            "kind": "attribute",
+            "path": "omniread.pdf.parser.PDFParser.supported_types",
+            "signature": null,
+            "docstring": "Set of content types supported by this parser (PDF only)."
+          },
+          "parse": {
+            "name": "parse",
+            "kind": "function",
+            "path": "omniread.pdf.parser.PDFParser.parse",
+            "signature": "<bound method Function.signature of Function('parse', 35, 49)>",
+            "docstring": "Parse PDF content into a structured output.\n\nImplementations must fully interpret the PDF binary payload and\nreturn a deterministic, structured output.\n\nReturns:\n    Parsed representation of type `T`.\n\nRaises:\n    Exception: Parsing-specific errors as defined by the implementation."
+          }
+        }
+      }
+    }
+  }
+}

mcp_docs/modules/omniread.pdf.scraper.json

@@ -0,0 +1,152 @@
+{
+  "module": "omniread.pdf.scraper",
+  "content": {
+    "path": "omniread.pdf.scraper",
+    "docstring": "PDF scraping implementation for OmniRead.\n\nThis module provides a PDF-specific scraper that coordinates PDF byte\nretrieval via a client and normalizes the result into a `Content` object.\n\nThe scraper implements the core `BaseScraper` contract while delegating\nall storage and access concerns to a `BasePDFClient` implementation.",
+    "objects": {
+      "Any": {
+        "name": "Any",
+        "kind": "alias",
+        "path": "omniread.pdf.scraper.Any",
+        "signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
+        "docstring": null
+      },
+      "Mapping": {
+        "name": "Mapping",
+        "kind": "alias",
+        "path": "omniread.pdf.scraper.Mapping",
+        "signature": "<bound method Alias.signature of Alias('Mapping', 'typing.Mapping')>",
+        "docstring": null
+      },
+      "Optional": {
+        "name": "Optional",
+        "kind": "alias",
+        "path": "omniread.pdf.scraper.Optional",
+        "signature": "<bound method Alias.signature of Alias('Optional', 'typing.Optional')>",
+        "docstring": null
+      },
+      "Content": {
+        "name": "Content",
+        "kind": "class",
+        "path": "omniread.pdf.scraper.Content",
+        "signature": "<bound method Alias.signature of Alias('Content', 'omniread.core.content.Content')>",
+        "docstring": "Normalized representation of extracted content.\n\nA `Content` instance represents a raw content payload along with minimal\ncontextual metadata describing its origin and type.\n\nThis class is the **primary exchange format** between:\n- Scrapers\n- Parsers\n- Downstream consumers\n\nAttributes:\n    raw: Raw content bytes as retrieved from the source.\n    source: Identifier of the content origin (URL, file path, or logical name).\n    content_type: Optional MIME type of the content, if known.\n    metadata: Optional, implementation-defined metadata associated with\n        the content (e.g., headers, encoding hints, extraction notes).",
+        "members": {
+          "raw": {
+            "name": "raw",
+            "kind": "attribute",
+            "path": "omniread.pdf.scraper.Content.raw",
+            "signature": "<bound method Alias.signature of Alias('raw', 'omniread.core.content.Content.raw')>",
+            "docstring": null
+          },
+          "source": {
+            "name": "source",
+            "kind": "attribute",
+            "path": "omniread.pdf.scraper.Content.source",
+            "signature": "<bound method Alias.signature of Alias('source', 'omniread.core.content.Content.source')>",
+            "docstring": null
+          },
+          "content_type": {
+            "name": "content_type",
+            "kind": "attribute",
+            "path": "omniread.pdf.scraper.Content.content_type",
+            "signature": "<bound method Alias.signature of Alias('content_type', 'omniread.core.content.Content.content_type')>",
+            "docstring": null
+          },
+          "metadata": {
+            "name": "metadata",
+            "kind": "attribute",
+            "path": "omniread.pdf.scraper.Content.metadata",
+            "signature": "<bound method Alias.signature of Alias('metadata', 'omniread.core.content.Content.metadata')>",
+            "docstring": null
+          }
+        }
+      },
+      "ContentType": {
+        "name": "ContentType",
+        "kind": "class",
+        "path": "omniread.pdf.scraper.ContentType",
+        "signature": "<bound method Alias.signature of Alias('ContentType', 'omniread.core.content.ContentType')>",
+        "docstring": "Supported MIME types for extracted content.\n\nThis enum represents the declared or inferred media type of the content\nsource. It is primarily used for routing content to the appropriate\nparser or downstream consumer.",
+        "members": {
+          "HTML": {
+            "name": "HTML",
+            "kind": "attribute",
+            "path": "omniread.pdf.scraper.ContentType.HTML",
+            "signature": "<bound method Alias.signature of Alias('HTML', 'omniread.core.content.ContentType.HTML')>",
+            "docstring": "HTML document content."
+          },
+          "PDF": {
+            "name": "PDF",
+            "kind": "attribute",
+            "path": "omniread.pdf.scraper.ContentType.PDF",
+            "signature": "<bound method Alias.signature of Alias('PDF', 'omniread.core.content.ContentType.PDF')>",
+            "docstring": "PDF document content."
+          },
+          "JSON": {
+            "name": "JSON",
+            "kind": "attribute",
+            "path": "omniread.pdf.scraper.ContentType.JSON",
+            "signature": "<bound method Alias.signature of Alias('JSON', 'omniread.core.content.ContentType.JSON')>",
+            "docstring": "JSON document content."
+          },
+          "XML": {
+            "name": "XML",
+            "kind": "attribute",
+            "path": "omniread.pdf.scraper.ContentType.XML",
+            "signature": "<bound method Alias.signature of Alias('XML', 'omniread.core.content.ContentType.XML')>",
+            "docstring": "XML document content."
+          }
+        }
+      },
+      "BaseScraper": {
+        "name": "BaseScraper",
+        "kind": "class",
+        "path": "omniread.pdf.scraper.BaseScraper",
+        "signature": "<bound method Alias.signature of Alias('BaseScraper', 'omniread.core.scraper.BaseScraper')>",
+        "docstring": "Base interface for all scrapers.\n\nA scraper is responsible ONLY for fetching raw content\n(bytes) from a source. It must not interpret or parse it.\n\nA scraper is a **stateless acquisition component** that retrieves raw\ncontent from a source and returns it as a `Content` object.\n\nScrapers define *how content is obtained*, not *what the content means*.\n\nImplementations may vary in:\n- Transport mechanism (HTTP, filesystem, cloud storage)\n- Authentication strategy\n- Retry and backoff behavior\n\nImplementations must not:\n- Parse content\n- Modify content semantics\n- Couple scraping logic to a specific parser",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.pdf.scraper.BaseScraper.fetch",
+            "signature": "<bound method Alias.signature of Alias('fetch', 'omniread.core.scraper.BaseScraper.fetch')>",
+            "docstring": "Fetch raw content from the given source.\n\nImplementations must retrieve the content referenced by `source`\nand return it as raw bytes wrapped in a `Content` object.\n\nArgs:\n    source: Location identifier (URL, file path, S3 URI, etc.)\n    metadata: Optional hints for the scraper (headers, auth, etc.)\n\nReturns:\n    Content object containing raw bytes and metadata.\n    - Raw content bytes\n    - Source identifier\n    - Optional metadata\n\nRaises:\n    Exception: Retrieval-specific errors as defined by the implementation."
+          }
+        }
+      },
+      "BasePDFClient": {
+        "name": "BasePDFClient",
+        "kind": "class",
+        "path": "omniread.pdf.scraper.BasePDFClient",
+        "signature": "<bound method Alias.signature of Alias('BasePDFClient', 'omniread.pdf.client.BasePDFClient')>",
+        "docstring": "Abstract client responsible for retrieving PDF bytes\nfrom a specific backing store (filesystem, S3, FTP, etc.).\n\nImplementations must:\n- Accept a source identifier appropriate to the backing store\n- Return the full PDF binary payload\n- Raise retrieval-specific errors on failure",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.pdf.scraper.BasePDFClient.fetch",
+            "signature": "<bound method Alias.signature of Alias('fetch', 'omniread.pdf.client.BasePDFClient.fetch')>",
+            "docstring": "Fetch raw PDF bytes from the given source.\n\nArgs:\n    source: Identifier of the PDF location, such as a file path,\n        object storage key, or remote reference.\n\nReturns:\n    Raw PDF bytes.\n\nRaises:\n    Exception: Retrieval-specific errors defined by the implementation."
+          }
+        }
+      },
+      "PDFScraper": {
+        "name": "PDFScraper",
+        "kind": "class",
+        "path": "omniread.pdf.scraper.PDFScraper",
+        "signature": "<bound method Class.signature of Class('PDFScraper', 18, 71)>",
+        "docstring": "Scraper for PDF sources.\n\nDelegates byte retrieval to a PDF client and normalizes\noutput into Content.\n\nThe scraper:\n- Does not perform parsing or interpretation\n- Does not assume a specific storage backend\n- Preserves caller-provided metadata",
+        "members": {
+          "fetch": {
+            "name": "fetch",
+            "kind": "function",
+            "path": "omniread.pdf.scraper.PDFScraper.fetch",
+            "signature": "<bound method Function.signature of Function('fetch', 40, 71)>",
+            "docstring": "Fetch a PDF document from the given source.\n\nArgs:\n    source: Identifier of the PDF source as understood by the\n        configured PDF client.\n    metadata: Optional metadata to attach to the returned content.\n\nReturns:\n    A `Content` instance containing:\n    - Raw PDF bytes\n    - Source identifier\n    - PDF content type\n    - Optional metadata\n\nRaises:\n    Exception: Retrieval-specific errors raised by the PDF client."
+          }
+        }
+      }
+    }
+  }
+}

mcp_docs/nav.json

@@ -0,0 +1,50 @@
+[
+  {
+    "module": "omniread",
+    "resource": "doc://modules/omniread"
+  },
+  {
+    "module": "omniread.core",
+    "resource": "doc://modules/omniread.core"
+  },
+  {
+    "module": "omniread.core.content",
+    "resource": "doc://modules/omniread.core.content"
+  },
+  {
+    "module": "omniread.core.parser",
+    "resource": "doc://modules/omniread.core.parser"
+  },
+  {
+    "module": "omniread.core.scraper",
+    "resource": "doc://modules/omniread.core.scraper"
+  },
+  {
+    "module": "omniread.html",
+    "resource": "doc://modules/omniread.html"
+  },
+  {
+    "module": "omniread.html.parser",
+    "resource": "doc://modules/omniread.html.parser"
+  },
+  {
+    "module": "omniread.html.scraper",
+    "resource": "doc://modules/omniread.html.scraper"
+  },
+  {
+    "module": "omniread.pdf",
+    "resource": "doc://modules/omniread.pdf"
+  },
+  {
+    "module": "omniread.pdf.client",
+    "resource": "doc://modules/omniread.pdf.client"
+  },
+  {
+    "module": "omniread.pdf.parser",
+    "resource": "doc://modules/omniread.pdf.parser"
+  },
+  {
+    "module": "omniread.pdf.scraper",
+    "resource": "doc://modules/omniread.pdf.scraper"
+  }
+]

mkdocs.yml

@@ -0,0 +1,54 @@
+site_name: Aetoskia OmniRead
+site_description: Format-agnostic document reading, parsing, and scraping framework
+
+theme:
+  name: material
+  palette:
+  - scheme: slate
+    primary: deep purple
+    accent: cyan
+  font:
+    text: Inter
+    code: JetBrains Mono
+  features:
+  - navigation.tabs
+  - navigation.expand
+  - navigation.top
+  - navigation.instant
+  - content.code.copy
+  - content.code.annotate
+
+plugins:
+- search
+- mkdocstrings:
+    handlers:
+      python:
+        paths:
+        - .
+        options:
+          docstring_style: google
+          show_source: false
+          show_signature_annotations: true
+          separate_signature: true
+          merge_init_into_class: true
+          inherited_members: true
+          annotations_path: brief
+          show_root_heading: true
+          group_by_category: true
+
+nav:
+- Home: omniread/index.md
+- Core API:
+  - omniread/core/index.md
+  - omniread/core/content.md
+  - omniread/core/parser.md
+  - omniread/core/scraper.md
+- HTML Handling:
+  - omniread/html/index.md
+  - omniread/html/parser.md
+  - omniread/html/scraper.md
+- PDF Handling:
+  - omniread/pdf/index.md
+  - omniread/pdf/client.md
+  - omniread/pdf/parser.md
+  - omniread/pdf/scraper.md

omniread/__init__.py

@@ -1,3 +1,122 @@
+"""
+OmniRead — format-agnostic content acquisition and parsing framework.
+
+OmniRead provides a **cleanly layered architecture** for fetching, parsing,
+and normalizing content from heterogeneous sources such as HTML documents
+and PDF files.
+
+The library is structured around three core concepts:
+
+1. **Content**
+   A canonical, format-agnostic container representing raw content bytes
+   and minimal contextual metadata.
+
+2. **Scrapers**
+   Components responsible for *acquiring* raw content from a source
+   (HTTP, filesystem, object storage, etc.). Scrapers never interpret
+   content.
+
+3. **Parsers**
+   Components responsible for *interpreting* acquired content and
+   converting it into structured, typed representations.
+
+OmniRead deliberately separates these responsibilities to ensure:
+- Clear boundaries between IO and interpretation
+- Replaceable implementations per format
+- Predictable, testable behavior
+
+----------------------------------------------------------------------
+Installation
+----------------------------------------------------------------------
+
+Install OmniRead using pip:
+
+    pip install omniread
+
+Or with Poetry:
+
+    poetry add omniread
+
+----------------------------------------------------------------------
+Basic Usage
+----------------------------------------------------------------------
+
+HTML example:
+
+    from omniread import HTMLScraper, HTMLParser
+
+    scraper = HTMLScraper()
+    content = scraper.fetch("https://example.com")
+
+    class TitleParser(HTMLParser[str]):
+        def parse(self) -> str:
+            return self._soup.title.string
+
+    parser = TitleParser(content)
+    title = parser.parse()
+
+PDF example:
+
+    from omniread import FileSystemPDFClient, PDFScraper, PDFParser
+    from pathlib import Path
+
+    client = FileSystemPDFClient()
+    scraper = PDFScraper(client=client)
+    content = scraper.fetch(Path("document.pdf"))
+
+    class TextPDFParser(PDFParser[str]):
+        def parse(self) -> str:
+            # implement PDF text extraction
+            ...
+
+    parser = TextPDFParser(content)
+    result = parser.parse()
+
+----------------------------------------------------------------------
+Public API Surface
+----------------------------------------------------------------------
+
+This module re-exports the **recommended public entry points** of OmniRead.
+
+Consumers are encouraged to import from this namespace rather than from
+format-specific submodules directly, unless advanced customization is
+required.
+
+Core:
+- Content
+- ContentType
+
+HTML:
+- HTMLScraper
+- HTMLParser
+
+PDF:
+- FileSystemPDFClient
+- PDFScraper
+- PDFParser
+
+## Core Philosophy
+
+`OmniRead` is designed as a **decoupled content engine**:
+
+1. **Separation of Concerns**: Scrapers *fetch*, Parsers *interpret*. Neither knows about the other.
+2. **Normalized Exchange**: All components communicate via the `Content` model, ensuring a consistent contract.
+3. **Format Agnosticism**: The core logic is independent of whether the input is HTML, PDF, or JSON.
+
+## Documentation Design
+
+For those extending `OmniRead`, follow these "AI-Native" docstring principles:
+
+### For Humans
+- **Clear Contracts**: Explicitly state what a component is and is NOT responsible for.
+- **Runnable Examples**: Include small, logical snippets in the package `__init__.py`.
+
+### For LLMs
+- **Structured Models**: Use dataclasses and enums for core data to ensure clean MCP JSON representation.
+- **Type Safety**: All public APIs must be fully typed and have corresponding `.pyi` stubs.
+- **Detailed Raises**: Include `: description` pairs in the `Raises` section to help agents handle errors gracefully.
+"""
+
 from .core import Content, ContentType
 from .html import HTMLScraper, HTMLParser
 from .pdf import FileSystemPDFClient, PDFScraper, PDFParser

omniread/__init__.pyi

@@ -0,0 +1,13 @@
+from .core import Content, ContentType
+from .html import HTMLScraper, HTMLParser
+from .pdf import FileSystemPDFClient, PDFScraper, PDFParser
+
+__all__ = [
+    "Content",
+    "ContentType",
+    "HTMLScraper",
+    "HTMLParser",
+    "FileSystemPDFClient",
+    "PDFScraper",
+    "PDFParser",
+]

omniread/core/__init__.py

@@ -1,3 +1,21 @@
+"""
+Core domain contracts for OmniRead.
+
+This package defines the **format-agnostic domain layer** of OmniRead.
+It exposes canonical content models and abstract interfaces that are
+implemented by format-specific modules (HTML, PDF, etc.).
+
+Public exports from this package are considered **stable contracts** and
+are safe for downstream consumers to depend on.
+
+Submodules:
+- content: Canonical content models and enums
+- parser: Abstract parsing contracts
+- scraper: Abstract scraping contracts
+
+Format-specific behavior must not be introduced at this layer.
+"""
+
 from .content import Content, ContentType
 
 __all__ = [

omniread/core/__init__.pyi

@@ -0,0 +1,10 @@
+from .content import Content, ContentType
+from .parser import BaseParser
+from .scraper import BaseScraper
+
+__all__ = [
+    "Content",
+    "ContentType",
+    "BaseParser",
+    "BaseScraper",
+]

omniread/core/content.py

@@ -1,17 +1,62 @@
+"""
+Canonical content models for OmniRead.
+
+This module defines the **format-agnostic content representation** used across
+all parsers and scrapers in OmniRead.
+
+The models defined here represent *what* was extracted, not *how* it was
+retrieved or parsed. Format-specific behavior and metadata must not alter
+the semantic meaning of these models.
+"""
+
 from enum import Enum
 from dataclasses import dataclass
 from typing import Any, Mapping, Optional
 
 
 class ContentType(str, Enum):
+    """
+    Supported MIME types for extracted content.
+
+    This enum represents the declared or inferred media type of the content
+    source. It is primarily used for routing content to the appropriate
+    parser or downstream consumer.
+    """
+
     HTML = "text/html"
+    """HTML document content."""
+
     PDF = "application/pdf"
+    """PDF document content."""
+
     JSON = "application/json"
+    """JSON document content."""
+
     XML = "application/xml"
+    """XML document content."""
 
 
 @dataclass(slots=True)
 class Content:
+    """
+    Normalized representation of extracted content.
+
+    A `Content` instance represents a raw content payload along with minimal
+    contextual metadata describing its origin and type.
+
+    This class is the **primary exchange format** between:
+    - Scrapers
+    - Parsers
+    - Downstream consumers
+
+    Attributes:
+        raw: Raw content bytes as retrieved from the source.
+        source: Identifier of the content origin (URL, file path, or logical name).
+        content_type: Optional MIME type of the content, if known.
+        metadata: Optional, implementation-defined metadata associated with
+            the content (e.g., headers, encoding hints, extraction notes).
+    """
+
     raw: bytes
     source: str
     content_type: Optional[ContentType] = None

omniread/core/content.pyi

@@ -0,0 +1,15 @@
+from enum import Enum
+from typing import Any, Mapping, Optional
+
+class ContentType(str, Enum):
+    HTML = "text/html"
+    PDF = "application/pdf"
+    JSON = "application/json"
+    XML = "application/xml"
+
+class Content:
+    raw: bytes
+    source: str
+    content_type: Optional[ContentType]
+    metadata: Optional[Mapping[str, Any]]
+    def __init__(self, raw: bytes, source: str, content_type: Optional[ContentType] = ..., metadata: Optional[Mapping[str, Any]] = ...) -> None: ...

omniread/core/parser.py

@@ -1,3 +1,20 @@
+"""
+Abstract parsing contracts for OmniRead.
+
+This module defines the **format-agnostic parser interface** used to transform
+raw content into structured, typed representations.
+
+Parsers are responsible for:
+- Interpreting a single `Content` instance
+- Validating compatibility with the content type
+- Producing a structured output suitable for downstream consumers
+
+Parsers are not responsible for:
+- Fetching or acquiring content
+- Performing retries or error recovery
+- Managing multiple content sources
+"""
+
 from abc import ABC, abstractmethod
 from typing import Generic, TypeVar, Set
 
@@ -12,11 +29,34 @@ class BaseParser(ABC, Generic[T]):
 
     A parser is a self-contained object that owns the Content
     it is responsible for interpreting.
+
+    Implementations must:
+    - Declare supported content types via `supported_types`
+    - Raise parsing-specific exceptions from `parse()`
+    - Remain deterministic for a given input
+
+    Consumers may rely on:
+    - Early validation of content compatibility
+    - Type-stable return values from `parse()`
     """
 
     supported_types: Set[ContentType] = set()
+    """Set of content types supported by this parser.
+
+    An empty set indicates that the parser is content-type agnostic.
+    """
 
     def __init__(self, content: Content):
+        """
+        Initialize the parser with content to be parsed.
+
+        Args:
+            content: Content instance to be parsed.
+
+        Raises:
+            ValueError: If the content type is not supported by this parser.
+        """
+
         self.content = content
 
         if not self.supports():
@@ -30,15 +70,25 @@ class BaseParser(ABC, Generic[T]):
         """
         Parse the owned content into structured output.
 
+        Implementations must fully consume the provided content and
+        return a deterministic, structured output.
+
         Returns:
             Parsed, structured representation.
+
+        Raises:
+            Exception: Parsing-specific errors as defined by the implementation.
         """
         raise NotImplementedError
 
     def supports(self) -> bool:
         """
         Check whether this parser supports the content's type.
+
+        Returns:
+            True if the content type is supported; False otherwise.
         """
+
         if not self.supported_types:
             return True
 

omniread/core/parser.pyi

@@ -0,0 +1,13 @@
+from abc import ABC, abstractmethod
+from typing import Generic, TypeVar, Set
+from .content import Content, ContentType
+
+T = TypeVar("T")
+
+class BaseParser(ABC, Generic[T]):
+    supported_types: Set[ContentType]
+    content: Content
+    def __init__(self, content: Content) -> None: ...
+    @abstractmethod
+    def parse(self) -> T: ...
+    def supports(self) -> bool: ...

omniread/core/scraper.py

@@ -1,3 +1,22 @@
+"""
+Abstract scraping contracts for OmniRead.
+
+This module defines the **format-agnostic scraper interface** responsible for
+acquiring raw content from external sources.
+
+Scrapers are responsible for:
+- Locating and retrieving raw content bytes
+- Attaching minimal contextual metadata
+- Returning normalized `Content` objects
+
+Scrapers are explicitly NOT responsible for:
+- Parsing or interpreting content
+- Inferring structure or semantics
+- Performing content-type specific processing
+
+All interpretation must be delegated to parsers.
+"""
+
 from abc import ABC, abstractmethod
 from typing import Any, Mapping, Optional
 
@@ -10,6 +29,21 @@ class BaseScraper(ABC):
 
     A scraper is responsible ONLY for fetching raw content
     (bytes) from a source. It must not interpret or parse it.
+
+    A scraper is a **stateless acquisition component** that retrieves raw
+    content from a source and returns it as a `Content` object.
+
+    Scrapers define *how content is obtained*, not *what the content means*.
+
+    Implementations may vary in:
+    - Transport mechanism (HTTP, filesystem, cloud storage)
+    - Authentication strategy
+    - Retry and backoff behavior
+
+    Implementations must not:
+    - Parse content
+    - Modify content semantics
+    - Couple scraping logic to a specific parser
     """
 
     @abstractmethod
@@ -22,11 +56,20 @@ class BaseScraper(ABC):
         """
         Fetch raw content from the given source.
 
+        Implementations must retrieve the content referenced by `source`
+        and return it as raw bytes wrapped in a `Content` object.
+
         Args:
             source: Location identifier (URL, file path, S3 URI, etc.)
             metadata: Optional hints for the scraper (headers, auth, etc.)
 
         Returns:
             Content object containing raw bytes and metadata.
+            - Raw content bytes
+            - Source identifier
+            - Optional metadata
+
+        Raises:
+            Exception: Retrieval-specific errors as defined by the implementation.
         """
         raise NotImplementedError

omniread/core/scraper.pyi

@@ -0,0 +1,7 @@
+from abc import ABC, abstractmethod
+from typing import Any, Mapping, Optional
+from .content import Content
+
+class BaseScraper(ABC):
+    @abstractmethod
+    def fetch(self, source: str, *, metadata: Optional[Mapping[str, Any]] = ...) -> Content: ...

omniread/html/__init__.py

@@ -1,3 +1,23 @@
+"""
+HTML format implementation for OmniRead.
+
+This package provides **HTML-specific implementations** of the core OmniRead
+contracts defined in `omniread.core`.
+
+It includes:
+- HTML parsers that interpret HTML content
+- HTML scrapers that retrieve HTML documents
+
+This package:
+- Implements, but does not redefine, core contracts
+- May contain HTML-specific behavior and edge-case handling
+- Produces canonical content models defined in `omniread.core.content`
+
+Consumers should depend on `omniread.core` interfaces wherever possible and
+use this package only when HTML-specific behavior is required.
+"""
+
+
 from .scraper import HTMLScraper
 from .parser import HTMLParser
 

omniread/html/__init__.pyi

@@ -0,0 +1,4 @@
+from .scraper import HTMLScraper
+from .parser import HTMLParser
+
+__all__ = ["HTMLScraper", "HTMLParser"]

omniread/html/parser.py

@@ -1,6 +1,21 @@
-from typing import Any, Generic, TypeVar, Optional
+"""
+HTML parser base implementations for OmniRead.
 
+This module provides reusable HTML parsing utilities built on top of
+the abstract parser contracts defined in `omniread.core.parser`.
+
+It supplies:
+- Content-type enforcement for HTML inputs
+- BeautifulSoup initialization and lifecycle management
+- Common helper methods for extracting structured data from HTML elements
+
+Concrete parsers must subclass `HTMLParser` and implement the `parse()` method
+to return a structured representation appropriate for their use case.
+"""
+
+from typing import Any, Generic, TypeVar, Optional
 from abc import abstractmethod
+
 from bs4 import BeautifulSoup, Tag
 
 from omniread.core.content import ContentType, Content
@@ -13,13 +28,37 @@ class HTMLParser(BaseParser[T], Generic[T]):
     """
     Base HTML parser.
 
+    This class extends the core `BaseParser` with HTML-specific behavior,
+    including DOM parsing via BeautifulSoup and reusable extraction helpers.
+
     Provides reusable helpers for HTML extraction.
     Concrete parsers must explicitly define the return type.
+
+    Characteristics:
+    - Accepts only HTML content
+    - Owns a parsed BeautifulSoup DOM tree
+    - Provides pure helper utilities for common HTML structures
+
+    Concrete subclasses must:
+    - Define the output type `T`
+    - Implement the `parse()` method
     """
 
     supported_types = {ContentType.HTML}
+    """Set of content types supported by this parser (HTML only)."""
 
     def __init__(self, content: Content, features: str = "html.parser"):
+        """
+        Initialize the HTML parser.
+
+        Args:
+            content: HTML content to be parsed.
+            features: BeautifulSoup parser backend to use
+                (e.g., 'html.parser', 'lxml').
+
+        Raises:
+            ValueError: If the content is empty or not valid HTML.
+        """
         super().__init__(content)
         self._features = features
         self._soup = self._get_soup()
@@ -32,6 +71,12 @@ class HTMLParser(BaseParser[T], Generic[T]):
     def parse(self) -> T:
         """
         Fully parse the HTML content into structured output.
+
+        Implementations must fully interpret the HTML DOM and return
+        a deterministic, structured output.
+
+        Returns:
+            Parsed representation of type `T`.
         """
         raise NotImplementedError
 
@@ -41,14 +86,42 @@ class HTMLParser(BaseParser[T], Generic[T]):
 
     @staticmethod
     def parse_div(div: Tag, *, separator: str = " ") -> str:
+        """
+        Extract normalized text from a `<div>` element.
+
+        Args:
+            div: BeautifulSoup tag representing a `<div>`.
+            separator: String used to separate text nodes.
+
+        Returns:
+            Flattened, whitespace-normalized text content.
+        """
         return div.get_text(separator=separator, strip=True)
 
     @staticmethod
     def parse_link(a: Tag) -> Optional[str]:
+        """
+        Extract the hyperlink reference from an `<a>` element.
+
+        Args:
+            a: BeautifulSoup tag representing an anchor.
+
+        Returns:
+            The value of the `href` attribute, or None if absent.
+        """
         return a.get("href")
 
     @staticmethod
     def parse_table(table: Tag) -> list[list[str]]:
+        """
+        Parse an HTML table into a 2D list of strings.
+
+        Args:
+            table: BeautifulSoup tag representing a `<table>`.
+
+        Returns:
+            A list of rows, where each row is a list of cell text values.
+        """
         rows: list[list[str]] = []
         for tr in table.find_all("tr"):
             cells = [
@@ -64,11 +137,30 @@ class HTMLParser(BaseParser[T], Generic[T]):
     # ----------------------------
 
     def _get_soup(self) -> BeautifulSoup:
+        """
+        Build a BeautifulSoup DOM tree from raw HTML content.
+
+        Returns:
+            Parsed BeautifulSoup document tree.
+
+        Raises:
+            ValueError: If the content payload is empty.
+        """
         if not self.content.raw:
             raise ValueError("Empty HTML content")
         return BeautifulSoup(self.content.raw, features=self._features)
 
     def parse_meta(self) -> dict[str, Any]:
+        """
+        Extract high-level metadata from the HTML document.
+
+        This includes:
+        - Document title
+        - `<meta>` tag name/property → content mappings
+
+        Returns:
+            Dictionary containing extracted metadata.
+        """
         soup = self._soup
 
         title = soup.title.string.strip() if soup.title and soup.title.string else None

omniread/html/parser.pyi

@@ -0,0 +1,18 @@
+from typing import Any, Generic, TypeVar, Optional, list, dict
+from bs4 import BeautifulSoup, Tag
+from omniread.core.content import ContentType, Content
+from omniread.core.parser import BaseParser
+
+T = TypeVar("T")
+
+class HTMLParser(BaseParser[T], Generic[T]):
+    supported_types: set[ContentType]
+    def __init__(self, content: Content, features: str = ...) -> None: ...
+    def parse(self) -> T: ...
+    @staticmethod
+    def parse_div(div: Tag, *, separator: str = ...) -> str: ...
+    @staticmethod
+    def parse_link(a: Tag) -> Optional[str]: ...
+    @staticmethod
+    def parse_table(table: Tag) -> list[list[str]]: ...
+    def parse_meta(self) -> dict[str, Any]: ...

omniread/html/scraper.py

@@ -1,3 +1,21 @@
+"""
+HTML scraping implementation for OmniRead.
+
+This module provides an HTTP-based scraper for retrieving HTML documents.
+It implements the core `BaseScraper` contract using `httpx` as the transport
+layer.
+
+This scraper is responsible for:
+- Fetching raw HTML bytes over HTTP(S)
+- Validating response content type
+- Attaching HTTP metadata to the returned content
+
+This scraper is not responsible for:
+- Parsing or interpreting HTML
+- Retrying failed requests
+- Managing crawl policies or rate limiting
+"""
+
 import httpx
 from typing import Any, Mapping, Optional
 
@@ -9,7 +27,19 @@ class HTMLScraper(BaseScraper):
     """
     Base HTML scraper using httpx.
 
+    This scraper retrieves HTML documents over HTTP(S) and returns them
+    as raw content wrapped in a `Content` object.
+
     Fetches raw bytes and metadata only.
+    The scraper:
+    - Uses `httpx.Client` for HTTP requests
+    - Enforces an HTML content type
+    - Preserves HTTP response metadata
+
+    The scraper does not:
+    - Parse HTML
+    - Perform retries or backoff
+    - Handle non-HTML responses
     """
 
     def __init__(
@@ -20,6 +50,17 @@ class HTMLScraper(BaseScraper):
         headers: Optional[Mapping[str, str]] = None,
         follow_redirects: bool = True,
     ):
+        """
+        Initialize the HTML scraper.
+
+        Args:
+            client: Optional pre-configured `httpx.Client`. If omitted,
+                a client is created internally.
+            timeout: Request timeout in seconds.
+            headers: Optional default HTTP headers.
+            follow_redirects: Whether to follow HTTP redirects.
+        """
+
         self._client = client or httpx.Client(
             timeout=timeout,
             headers=headers,
@@ -31,6 +72,17 @@ class HTMLScraper(BaseScraper):
         self,
         response: httpx.Response,
     ):
+        """
+        Validate that the HTTP response contains HTML content.
+
+        Args:
+            response: HTTP response returned by `httpx`.
+
+        Raises:
+            ValueError: If the `Content-Type` header is missing or does not
+                indicate HTML content.
+        """
+
         raw_ct = response.headers.get("Content-Type")
         if not raw_ct:
             raise ValueError("Missing Content-Type header")
@@ -47,6 +99,25 @@ class HTMLScraper(BaseScraper):
         *,
         metadata: Optional[Mapping[str, Any]] = None,
     ) -> Content:
+        """
+        Fetch an HTML document from the given source.
+
+        Args:
+            source: URL of the HTML document.
+            metadata: Optional metadata to be merged into the returned content.
+
+        Returns:
+            A `Content` instance containing:
+            - Raw HTML bytes
+            - Source URL
+            - HTML content type
+            - HTTP response metadata
+
+        Raises:
+            httpx.HTTPError: If the HTTP request fails.
+            ValueError: If the response is not valid HTML.
+        """
+
         response = self._client.get(source)
         response.raise_for_status()
         self.validate_content_type(response)

omniread/html/scraper.pyi

@@ -0,0 +1,10 @@
+import httpx
+from typing import Any, Mapping, Optional
+from omniread.core.content import Content, ContentType
+from omniread.core.scraper import BaseScraper
+
+class HTMLScraper(BaseScraper):
+    content_type: ContentType
+    def __init__(self, *, client: Optional[httpx.Client] = ..., timeout: float = ..., headers: Optional[Mapping[str, str]] = ..., follow_redirects: bool = ...) -> None: ...
+    def validate_content_type(self, response: httpx.Response) -> None: ...
+    def fetch(self, source: str, *, metadata: Optional[Mapping[str, Any]] = ...) -> Content: ...

omniread/pdf/__init__.py

@@ -1,3 +1,19 @@
+"""
+PDF format implementation for OmniRead.
+
+This package provides **PDF-specific implementations** of the core OmniRead
+contracts defined in `omniread.core`.
+
+Unlike HTML, PDF handling requires an explicit client layer for document
+access. This package therefore includes:
+- PDF clients for acquiring raw PDF data
+- PDF scrapers that coordinate client access
+- PDF parsers that extract structured content from PDF binaries
+
+Public exports from this package represent the supported PDF pipeline
+and are safe for consumers to import directly when working with PDFs.
+"""
+
 from .client import FileSystemPDFClient
 from .scraper import PDFScraper
 from .parser import PDFParser

omniread/pdf/__init__.pyi

@@ -0,0 +1,5 @@
+from .client import FileSystemPDFClient
+from .scraper import PDFScraper
+from .parser import PDFParser
+
+__all__ = ["FileSystemPDFClient", "PDFScraper", "PDFParser"]

omniread/pdf/client.py

@@ -1,3 +1,20 @@
+"""
+PDF client abstractions for OmniRead.
+
+This module defines the **client layer** responsible for retrieving raw PDF
+bytes from a concrete backing store.
+
+Clients provide low-level access to PDF binaries and are intentionally
+decoupled from scraping and parsing logic. They do not perform validation,
+interpretation, or content extraction.
+
+Typical backing stores include:
+- Local filesystems
+- Object storage (S3, GCS, etc.)
+- Network file systems
+"""
+
+from typing import Any
 from abc import ABC, abstractmethod
 from pathlib import Path
 
@@ -5,13 +22,28 @@ from pathlib import Path
 class BasePDFClient(ABC):
     """
     Abstract client responsible for retrieving PDF bytes
-    from a specific backing store (filesystem, S3, FTP, etc).
+    from a specific backing store (filesystem, S3, FTP, etc.).
+
+    Implementations must:
+    - Accept a source identifier appropriate to the backing store
+    - Return the full PDF binary payload
+    - Raise retrieval-specific errors on failure
     """
 
     @abstractmethod
-    def fetch(self, source: str) -> bytes:
+    def fetch(self, source: Any) -> bytes:
         """
         Fetch raw PDF bytes from the given source.
+
+        Args:
+            source: Identifier of the PDF location, such as a file path,
+                object storage key, or remote reference.
+
+        Returns:
+            Raw PDF bytes.
+
+        Raises:
+            Exception: Retrieval-specific errors defined by the implementation.
         """
         raise NotImplementedError
 
@@ -19,9 +51,25 @@ class BasePDFClient(ABC):
 class FileSystemPDFClient(BasePDFClient):
     """
     PDF client that reads from the local filesystem.
+
+    This client reads PDF files directly from the disk and returns their raw
+    binary contents.
     """
 
     def fetch(self, path: Path) -> bytes:
+        """
+        Read a PDF file from the local filesystem.
+
+        Args:
+            path: Filesystem path to the PDF file.
+
+        Returns:
+            Raw PDF bytes.
+
+        Raises:
+            FileNotFoundError: If the path does not exist.
+            ValueError: If the path exists but is not a file.
+        """
 
         if not path.exists():
             raise FileNotFoundError(f"PDF not found: {path}")

omniread/pdf/client.pyi

@@ -0,0 +1,10 @@
+from abc import ABC, abstractmethod
+from pathlib import Path
+from typing import Any
+
+class BasePDFClient(ABC):
+    @abstractmethod
+    def fetch(self, source: Any) -> bytes: ...
+
+class FileSystemPDFClient(BasePDFClient):
+    def fetch(self, source: Path | str) -> bytes: ...

omniread/pdf/parser.py

@@ -1,3 +1,13 @@
+"""
+PDF parser base implementations for OmniRead.
+
+This module defines the **PDF-specific parser contract**, extending the
+format-agnostic `BaseParser` with constraints appropriate for PDF content.
+
+PDF parsers are responsible for interpreting binary PDF data and producing
+structured representations suitable for downstream consumption.
+"""
+
 from typing import Generic, TypeVar
 from abc import abstractmethod
 
@@ -11,16 +21,29 @@ class PDFParser(BaseParser[T], Generic[T]):
     """
     Base PDF parser.
 
+    This class enforces PDF content-type compatibility and provides the
+    extension point for implementing concrete PDF parsing strategies.
+
     Concrete implementations must define:
-    - the output type T
-    - the parsing strategy
+    - Define the output type `T`
+    - Implement the `parse()` method
     """
 
     supported_types = {ContentType.PDF}
+    """Set of content types supported by this parser (PDF only)."""
 
     @abstractmethod
     def parse(self) -> T:
         """
         Parse PDF content into a structured output.
+
+        Implementations must fully interpret the PDF binary payload and
+        return a deterministic, structured output.
+
+        Returns:
+            Parsed representation of type `T`.
+
+        Raises:
+            Exception: Parsing-specific errors as defined by the implementation.
         """
         raise NotImplementedError

omniread/pdf/parser.pyi

@@ -0,0 +1,11 @@
+from abc import abstractmethod
+from typing import Generic, TypeVar
+from omniread.core.content import ContentType
+from omniread.core.parser import BaseParser
+
+T = TypeVar("T")
+
+class PDFParser(BaseParser[T], Generic[T]):
+    supported_types: set[ContentType]
+    @abstractmethod
+    def parse(self) -> T: ...

omniread/pdf/scraper.py

@@ -1,3 +1,13 @@
+"""
+PDF scraping implementation for OmniRead.
+
+This module provides a PDF-specific scraper that coordinates PDF byte
+retrieval via a client and normalizes the result into a `Content` object.
+
+The scraper implements the core `BaseScraper` contract while delegating
+all storage and access concerns to a `BasePDFClient` implementation.
+"""
+
 from typing import Any, Mapping, Optional
 
 from omniread.core.content import Content, ContentType
@@ -11,17 +21,46 @@ class PDFScraper(BaseScraper):
 
     Delegates byte retrieval to a PDF client and normalizes
     output into Content.
+
+    The scraper:
+    - Does not perform parsing or interpretation
+    - Does not assume a specific storage backend
+    - Preserves caller-provided metadata
     """
 
     def __init__(self, *, client: BasePDFClient):
+        """
+        Initialize the PDF scraper.
+
+        Args:
+            client: PDF client responsible for retrieving raw PDF bytes.
+        """
         self._client = client
 
     def fetch(
         self,
-        source: str,
+        source: Any,
         *,
         metadata: Optional[Mapping[str, Any]] = None,
     ) -> Content:
+        """
+        Fetch a PDF document from the given source.
+
+        Args:
+            source: Identifier of the PDF source as understood by the
+                configured PDF client.
+            metadata: Optional metadata to attach to the returned content.
+
+        Returns:
+            A `Content` instance containing:
+            - Raw PDF bytes
+            - Source identifier
+            - PDF content type
+            - Optional metadata
+
+        Raises:
+            Exception: Retrieval-specific errors raised by the PDF client.
+        """
         raw = self._client.fetch(source)
 
         return Content(

omniread/pdf/scraper.pyi

@@ -0,0 +1,8 @@
+from typing import Any, Mapping, Optional
+from omniread.core.content import Content, ContentType
+from omniread.core.scraper import BaseScraper
+from .client import BasePDFClient
+
+class PDFScraper(BaseScraper):
+    def __init__(self, *, client: BasePDFClient) -> None: ...
+    def fetch(self, source: Any, *, metadata: Optional[Mapping[str, Any]] = ...) -> Content: ...

requirements.txt

@@ -1,9 +0,0 @@
-httpx==0.27.0
-beautifulsoup4==4.12.0
-pydantic==2.12.3
-jinja2==3.1.6
-# lxml==5.2.0
-
-pytest==7.4.0
-pytest-asyncio==0.21.0
-pytest-cov==4.1.0