AI Tools

AI Tools for Developer Portals

These are some of the most used AI-powered tools and platforms that integrate into developer portals to improve DX.

AI Chatbots and Assistants

• OpenAI GPT-4 / GPT-3.5 – Power chatbots that answer developer questions, explain code, or provide API usage examples.
• Anthropic Claude – An LLM with strong reasoning skills, useful for contextual support and document summarization.
• Google Gemini (formerly Bard) – For integrating AI search and assistant features with Google’s AI stack.
• Rasa – Open-source conversational AI framework for building custom developer-focused chatbots.

AI for Code Generation and API Interaction

• Tabnine – AI code completion engine that can be embedded into portals or IDE integrations.
• GitHub Copilot APIs – Generate code suggestions or completions, potentially integrated into sandboxed code editors in your portal.
• Mintlify – Autogenerates documentation and code samples from codebases and APIs, improving content creation speed.
• SwaggerHub + AI Assist – Use AI to auto-generate code samples or suggest API improvements based on OpenAPI specs.

AI Search and Content Discovery

• Algolia AI Search – Enhances search with semantic understanding and personalization, ideal for large documentation sets.
• ElasticSearch with ML Plugin – Implement smart search, analytics, and content recommendation.
• Vectara – LLM-powered search engine that can be embedded in dev portals for contextual Q&A and document retrieval.

AI-Powered Analytics and Feedback

• Amplitude AI – Analyze developer behavior in the portal, predict engagement patterns, and suggest improvements.
• Hotjar AI Insights – Understand user interactions, identify pain points, and gather AI-generated session insights.