A leading platform-as-a-service (PaaS) company that helps developers build apps with real-time audio and video capabilities. The platform offers customizable APIs that simplify integrating real-time communication features.

The client needed a solution to provide context-specific assistance by consolidating help information from multiple sources, including API documentation and Stack Overflow threads, to improve the productivity and quality of developer work.

• Data-driven assistant: The solution consolidated help information across multiple sources, including API documentation and Stack Overflow threads. The assistant provided context-specific assistance to developer queries, suggesting optimal logic and code snippets based on previous instances.
• Enhanced development workflow: The assistant's knowledge base was kept up-to-date with automated updates, ensuring the system stayed current with API documentation changes. The solution was built using a robust tech stack, including Python, sklearn for cosine similarity calculations, Chroma DB for data storage, and Chat Bison 32k model for code generation.

• 40% reduction in development time: Seamless integration of the coding assistant accelerated the development process.
• 30% improvement in code quality: Execution of efficient SDK wrappers and in-depth test cases enhanced code integrity.
• 50% increase in learning rate: Automated updates to the assistant's knowledge base kept pace with the client’s rapidly evolving work environment.