I’m building an end-to-end web application and need a full-stack partner who already speaks the language of FastAPI and modern semantic search. The core challenge is to let users type any phrase and instantly receive the most relevant results by combining solid text-matching logic with deeper context understanding. Here’s the landscape you’ll own: • Backend & Frontend together – everything from crafting the FastAPI endpoints and embedding-based retrieval layer to wiring up the UI and state management. • The semantic search engine itself, tuned for both keyword precision and contextual relevance (vector store, embeddings, ANN index—open to your preferred stack as long as it’s Python-based). • Clean, well-documented code plus a quick-start script so I can spin up dev or staging in one command. • Deployment guidance (Docker, cloud instance, or similar) to make hand-off painless. Vietnam and would love to collaborate in the same time zone, though remote within the region works. If you’ve shipped FastAPI projects before, understand how to turn embeddings into meaningful search results, and are comfortable moving across the full stack, let’s talk. - I provide figma ( Users - Client , Freelancer , Admin ( you can use any good open source for design) - Project timeline - 6 - 8 days maximum - You should have knowledge of integrate whats app business API with customize templete - Should have good knowledge of integration of payment gateway like paypal and razorpay - Should have good knowledge of internal chat integration - Deploy final work on server + if have knowledge at last install docker. Summary - To Develop Freelancer | Client Market Place With AI enable search. Budget is Max - 10,000 INR | 6 - 8 days |