Domain‑tuned chatbot over real estate products and industry content with vectorized corpora, backend retrieval services, and AWS deployment.
Domain‑tuned chatbot over real estate products and industry content with vectorized corpora, backend retrieval services, and AWS deployment.
Users required accurate answers about product specifics and real estate topics sourced from articles and blog posts.
Vectorization of documents and storage in a vector database; backend APIs for query vectorization and retrieval.
OpenAI integration for response generation with fine‑tuning for legal language; frontend chatbot and AWS deployment.
RAG pipeline using LLamaIndex + Weaviate with OpenAI generation; QLoRA fine‑tuning for domain adaptation.
Higher answer relevance and reduced hand‑offs to support/SMEs.
Secure, scalable deployment aligned to enterprise patterns.
OpenAI; LLamaIndex; Weaviate; QLoRA; AWS.
RAG-based knowledge assistant integrated with enterprise service platforms.
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Automated document processing and knowledge retrieval system.
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