Update docs

Author: Shashikant86

docs/about/changelog.md

@@ -7,7 +7,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ---
 
-## [0.1.0] - 2024-11-21
+## [0.1.0] - 2025-11-21
 
 ### Added
 

docs/about/license.md

@@ -6,7 +6,7 @@ DSPy Code is released under the **MIT License**.
 
 ## MIT License
 
-Copyright (c) 2024 Superagentic AI
+Copyright (c) 2025 Superagentic AI
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
@@ -80,6 +80,6 @@ For license questions, please contact:
 
 ---
 
-**Copyright © 2024 Superagentic AI. All rights reserved.**
+**Copyright © 2025 Superagentic AI. All rights reserved.**
 
 *DSPy Code is built by [Superagentic AI](https://super-agentic.ai) - The Home of Agentic AI*

docs/guide/creating-gold-data.md

@@ -718,7 +718,7 @@ Add metadata file:
 ```yaml
 # data/sentiment_metadata.yaml
 dataset: sentiment_v3
-created: 2024-01-15
+created: 2025-01-15
 total_examples: 150
 source: AI-generated + manual review + user feedback
 distribution:

docs/guide/interactive-mode.md

@@ -411,18 +411,18 @@ See all saved sessions:
 Saved Sessions:
 
 1. my-rag-project
-   Created: 2024-01-15 14:30
-   Last modified: 2024-01-15 16:45
+   Created: 2025-01-15 14:30
+   Last modified: 2025-01-15 16:45
    Size: 45 KB
 
 2. sentiment-analyzer
-   Created: 2024-01-14 10:20
-   Last modified: 2024-01-14 12:30
+   Created: 2025-01-14 10:20
+   Last modified: 2025-01-14 12:30
    Size: 23 KB
 
 3. email-classifier
-   Created: 2024-01-13 09:15
-   Last modified: 2024-01-13 11:00
+   Created: 2025-01-13 09:15
+   Last modified: 2025-01-13 11:00
    Size: 31 KB
 ```
 

docs/guide/project-management.md

@@ -176,7 +176,7 @@ Active configuration for your project:
 # Project Information
 project_name: customer-support-ai
 dspy_version: "3.0.4"
-created_at: "2024-01-15T10:30:00"
+created_at: "2025-01-15T10:30:00"
 
 # Model Configuration
 models:
@@ -645,7 +645,7 @@ Project Context:
 
 Name: customer-support-ai
 DSPy Version: 3.0.4
-Created: 2024-01-15
+Created: 2025-01-15
 
 Components:
   - 5 Signatures

docs/reference/commands.md

@@ -84,7 +84,7 @@ Connect to a language model for code generation and execution.
 ```
 /connect ollama llama3.1:8b
 /connect openai gpt-4o
-/connect anthropic claude-3-5-sonnet-20241022
+/connect anthropic claude-3-5-sonnet-20251022
 /connect gemini gemini-pro
 ```
 

docs/reference/configuration.md

@@ -35,7 +35,7 @@ models:
 
     - name: anthropic-claude
       type: anthropic
-      model: claude-3-5-sonnet-20241022
+      model: claude-3-5-sonnet-20251022
       api_key: ${ANTHROPIC_API_KEY}
 
 mcp_servers:
@@ -152,7 +152,7 @@ Each provider has the following structure:
 ```yaml
 - name: claude
   type: anthropic
-  model: claude-3-5-sonnet-20241022
+  model: claude-3-5-sonnet-20251022
   api_key: ${ANTHROPIC_API_KEY}
 ```
 

docs/stylesheets/extra.css

@@ -194,11 +194,8 @@
   margin-left: 0.4rem;
 }
 
-/* Theme Toggle Button - Single toggle icon that switches between dark/light */
-/* Material creates one button that changes icon based on current theme */
-.md-header__button[for="__palette"],
-.md-header__button[for="__palette_1"],
-.md-header__button[for="__palette_2"] {
+/* Theme Toggle Button - Visible and styled */
+.md-header__button[for^="__palette"] {
   display: flex !important;
   align-items: center !important;
   justify-content: center !important;
@@ -208,37 +205,23 @@
   margin: 0 0.2rem !important;
   border-radius: 0.25rem !important;
   transition: all 0.2s ease !important;
+  visibility: visible !important;
+  opacity: 1 !important;
 }
 
-/* Hide ALL duplicate theme toggle buttons - only show the FIRST one */
-.md-header__button[for="__palette"]:not(:first-of-type),
-.md-header__button[for="__palette_1"]:not(:first-of-type),
-.md-header__button[for="__palette_2"],
-.md-header__inner > .md-header__button[for="__palette"]:not(:first-of-type),
-.md-header__inner > .md-header__button[for="__palette_1"]:not(:first-of-type),
-.md-header__button[for="__palette"] ~ .md-header__button[for="__palette"],
-.md-header__button[for="__palette"] ~ .md-header__button[for="__palette_1"],
-.md-header__button[for="__palette"] ~ .md-header__button[for="__palette_2"] {
-  display: none !important;
-  visibility: hidden !important;
-  opacity: 0 !important;
-  width: 0 !important;
-  height: 0 !important;
-  padding: 0 !important;
-  margin: 0 !important;
-}
-
-/* Ensure only ONE theme toggle is visible in the header */
-.md-header__inner .md-header__button[for^="__palette"]:nth-of-type(n+2) {
-  display: none !important;
+/* Show ONLY the first theme toggle button - hide all others */
+.md-header__button[for^="__palette"] {
+  display: flex !important;
+  visibility: visible !important;
+  opacity: 1 !important;
 }
 
-/* Count all palette buttons and hide all but first */
-.md-header__inner .md-header__button[for^="__palette"]:nth-child(n+2) {
+/* Hide the second palette toggle (Material creates one per palette) */
+.md-header__button[for="__palette_1"] {
   display: none !important;
 }
 
-/* Hide theme toggle in any other location (drawer, sidebar, etc.) */
+/* Hide theme toggle in drawer/sidebar only (not in header) */
 .md-drawer .md-header__button[for^="__palette"],
 .md-sidebar .md-header__button[for^="__palette"],
 .md-nav .md-header__button[for^="__palette"] {

mkdocs.yml

@@ -13,28 +13,24 @@ theme:
   favicon: resource/dspy-code.png
   palette:
     # Light mode
-    - media: "(prefers-color-scheme: light)"
-      scheme: default
+    - scheme: default
       primary: deep purple
       accent: indigo
       toggle:
         icon: material/brightness-7
         name: Switch to dark mode
-      background: white
     # Dark mode
-    - media: "(prefers-color-scheme: dark)"
-      scheme: slate
+    - scheme: slate
       primary: deep purple
       accent: indigo
       toggle:
         icon: material/brightness-4
         name: Switch to light mode
-      background: black
-
+  
   font:
     text: Roboto
     code: Roboto Mono
-
+  
   features:
     - navigation.instant
     - navigation.tracking
@@ -46,7 +42,7 @@ theme:
     - search.highlight
     - content.code.copy
     - content.code.annotate
-
+  
   icon:
     repo: fontawesome/brands/github
     admonition:
@@ -99,13 +95,13 @@ extra:
       link: https://github.com/superagentic-ai/dspy-code
     - icon: fontawesome/brands/python
       link: https://pypi.org/project/dspy-code/
-
+  
   generator: false
-
+  
   version:
     provider: mike
 
-copyright: Copyright © 2024 Superagentic AI. All rights reserved.
+copyright: Copyright © 2025 Superagentic AI. All rights reserved.
 
 nav:
   - 🏠 Home: index.md
@@ -114,7 +110,7 @@ nav:
     - ⚡ Quick Start: getting-started/quick-start.md
     - 🎯 First Program: getting-started/first-program.md
     - 💡 Understanding DSPy Code: getting-started/understanding.md
-
+  
   - 📚 User Guide:
     - 💬 Interactive Mode: guide/interactive-mode.md
     - 🗣️ Natural Language Commands: guide/natural-language-commands.md
@@ -130,26 +126,26 @@ nav:
     - 🎯 Optimization: guide/optimization.md
     - 📁 Project Management: guide/project-management.md
     - 📊 Creating Gold Data: guide/creating-gold-data.md
-
+  
   - 🎓 Tutorials:
     - 😊 Build a Sentiment Analyzer: tutorials/sentiment-analyzer.md
     - 🔍 Create a RAG System: tutorials/rag-system.md
     - ❓ Question Answering: tutorials/question-answering.md
     - 🧬 Optimize with GEPA: tutorials/gepa-optimization.md
-
+  
   - 📖 Reference:
     - 📝 Command Reference: reference/commands.md
     - ⚙️ Configuration: reference/configuration.md
     - 📋 Templates: reference/templates.md
     - 🔧 Troubleshooting: reference/troubleshooting.md
     - ❓ FAQ: reference/faq.md
-
+  
   - 🚀 Advanced:
     - 🔗 MCP Integration: advanced/mcp-integration.md
     - 🧩 Custom Modules: advanced/custom-modules.md
     - 🚢 Deployment: advanced/deployment.md
     - 🔄 CI/CD Integration: advanced/cicd.md
-
+  
   - ℹ️ About:
     - 📖 About DSPy Code: about/index.md
     - 💡 Why DSPy Code?: about/why-dspy-code.md