Optimizing App Development with Generative AI
summary
Freshworks ships Freddy Copilot for Developers, an IDE-integrated system that turns use-case sentences or Figma/hand-drawn screens into HTML/JS skeletons, OAuth/app parameter templates and runnable code blocks. Engineering uses RAG with a vector DB, Hugging Face SentenceTransformers MiniLM L6, and multiple managed LLMs to keep docs and API schemas current. It runs in production, is in public beta for Freshworks web apps, has produced 225 apps so far and claims 3x productivity for developers.
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chapters (7)
- 0:00Introduction to GenAI at Freshworks
- 3:00Why Freddy Copilot was built
- 9:17Engineering challenges and solutions
- 18:05Building the knowledge base with RAG
- 22:50Auto-generating app templates
- 26:47Results and productivity gains
- 30:38Q&A and closing
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