I build custom RAG-powered AI assistants that let users interact with your documents, knowledge base, website, or internal data using natural language.
Your solution can include document ingestion, chunking, embeddings, vector search, retrieval, prompt engineering, LLM integration, conversational memory, and a user-facing interface or API.
What I can build:
• PDF/document Q&A assistants
• Internal knowledge-base chatbots
• Website knowledge assistants
• RAG APIs with FastAPI
• Vector search pipelines
• Multi-source retrieval systems
• LLM-powered customer or employee assistants
I focus on reliable retrieval, relevant responses, clean architecture, and production-ready implementation rather than simple chatbot demos.
NOTE: This service is ideal for a focused RAG prototype or small-to-medium knowledge assistant. Larger production systems can be scoped separately.
I build custom RAG-powered AI assistants that let users interact with your documents, knowledge base, website, or internal data using natural language.
Your solution can include document ingestion, chunking, embeddings, vector search, retrieval, prompt engineering, LLM integration, conversational memory, and a user-facing interface or API.
What I can build:
• PDF/document Q&A assistants
• Internal knowledge-base chatbots
• Website knowledge assistants
• RAG APIs with FastAPI
• Vector search pipelines
• Multi-source retrieval systems
• LLM-powered customer or employee assistants
I focus on reliable retrieval, relevant responses, clean architecture, and production-ready implementation rather than simple chatbot demos.
NOTE: This service is ideal for a focused RAG prototype or small-to-medium knowledge assistant. Larger production systems can be scoped separately.