I will create a rag database with metadata, chunking and embeddings

Parte de la información aparece en idioma inglés.

Pakistán

Hablo Urdu, Inglés

Gen AI, Machine Learning Expert, Data scientist

I'm a Computer Science researcher and Generative AI engineer specializing in LLMs, RAG, Machine Learning, and AI backend development. I build AG pipelines, vector search, knowledge bases, LLM fine-tun...
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Custom RAG Database with Metadata, Chunking & Vector Embeddings


A powerful RAG (Retrieval-Augmented Generation) system starts with a well-structured knowledge base. I build custom RAG databases with metadata extraction, smart chunking, vector embeddings, and vector database integration to improve retrieval accuracy for AI chatbots and LLM applications.

Whether you're building an AI chatbot, AI agent, enterprise knowledge base, document search system, or RAG application, I'll create a scalable and production-ready RAG pipeline tailored to your requirements.


Services

  • Custom RAG Database Development
  • Metadata Extraction & Filtering
  • Smart Document Chunking
  • Vector Embeddings Generation
  • Vector Database Setup (ChromaDB, FAISS)
  • Knowledge Base Creation
  • Semantic Search Optimization
  • LangChain & LlamaIndex Integration
  • JSON, PDF, DOCX, CSV


Why Choose Me?

  • Production-ready RAG solutions
  • Optimized for fast and accurate retrieval
  • Clean, scalable, and maintainable architecture
  • Expertise in Generative AI, LLMs, and RAG Systems
  • Fast communication and on-time delivery


Please contact me before ordering to discuss your project requirements


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Microsoft Word

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