Generation Pipeline Revamp

CHANGELOG.md

@@ -14,6 +14,10 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
 
+## [0.0.8] - 2025-11-07
+### Added
+- Completely redesign of how content gets generated.
+
 ## [0.0.8] - 2025-11-07
 ### Added
 - Table of contents to Project Settings Page (only shows h2 headings)

core/agents/analyze_project_agent.py

@@ -0,0 +1,23 @@
+from pydantic_ai import Agent
+
+from core.agents.system_prompts import (
+    add_webpage_content,
+)
+from core.choices import get_default_ai_model
+from core.schemas import (
+    ProjectDetails,
+    WebPageContent,
+)
+
+agent = Agent(
+    get_default_ai_model(),
+    output_type=ProjectDetails,
+    deps_type=WebPageContent,
+    system_prompt=(
+        "You are an expert content analyzer. Based on the content provided, "
+        "extract and infer the requested information. Make reasonable inferences based "
+        "on available content, context, and industry knowledge."
+    ),
+    retries=2,
+)
+agent.system_prompt(add_webpage_content)

core/agents/blog_structure_agent.py

@@ -0,0 +1,48 @@
+from pydantic_ai import Agent
+
+from core.agents.system_prompts import (
+    add_language_specification,
+    add_project_details,
+    add_project_pages,
+    add_target_keywords,
+    add_title_details,
+)
+from core.choices import get_default_ai_model
+from core.schemas import BlogPostGenerationContext, BlogPostStructure
+
+agent = Agent(
+    get_default_ai_model(),
+    output_type=BlogPostStructure,
+    deps_type=BlogPostGenerationContext,
+    system_prompt="""
+    You are an expert content strategist and SEO specialist.
+
+    Your task is to create a comprehensive, well-structured outline for a blog post.
+    Think deeply about:
+
+    1. **Logical Flow**: How should information be presented for maximum clarity and impact?
+    2. **SEO Optimization**: What headings and structure will rank well in search engines?
+    3. **User Intent**: What questions does the reader have, and in what order should they be answered?
+    4. **Comprehensiveness**: What topics must be covered for this to be a complete resource?
+    5. **Readability**: How can we break down complex topics into digestible sections?
+
+    Consider the project details, title suggestion, and available project pages when creating the structure.
+    The structure should be detailed enough that a writer can follow it to create excellent content.
+
+    Important guidelines:
+    - Use H2 (level 2) for main sections
+    - Use H3 (level 3) for subsections within main sections
+    - Aim for 5-8 main sections (H2) for a comprehensive post
+    - Each section should have 3-5 key points to cover
+    - Target 2000-3000 total words for the post
+    - Include specific guidance for introduction and conclusion
+    """,  # noqa: E501
+    retries=2,
+    model_settings={"temperature": 0.7},
+)
+
+agent.system_prompt(add_project_details)
+agent.system_prompt(add_project_pages)
+agent.system_prompt(add_title_details)
+agent.system_prompt(add_language_specification)
+agent.system_prompt(add_target_keywords)