Enhancing the Docs: Our 2025 Roadmap

Explore our vision for making documentation creation and collaboration even more powerful.

Author By Emily Johnson
• Sep 20, 2025

Introducing Smart Context Search

We're excited to announce our new semantic search engine, which understands the context of your technical content. Search for:

  • Full API references
  • Code examples
  • Command-line usage

Technical Implementation

Powered by our in-house NLP model, the search now delivers:

  • Fuzzy matching across all documentation versions
  • Federated search across multiple projects
  • Live code search suggestions

```python
# Example API usage
import readthedocs_api

client = readthedocs_api.Client(api_token='your-token')
results = client.search('How to version my documents?')
for result in results:
    print(f"Found in {result['project_name']}: {result['content_snippet']}")
```

                    

Roadmap Improvements

Version Control

Next-gen branching system for documentation repositories

AI Integration

Context-aware code examples and doc generation

Collaboration

Real-time co-authoring and feedback tools

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Leave a Comment

User Alice Dev 2 hours ago

Great to see the new semantic search integration! Really helps when digging through larger projects.

User Mike Coder 6 hours ago

Would love to see more detailed API docs for the new features. Keep it up!