
Mohamed Elbachir Attari
MΓ©dΓ©a, Algeria
I will build your custom RAG System for document Q&A using Python
(0) Remote 1 month ago
80 $
I build custom RAG (Retrieval-Augmented Generation) systems that turn your documents into an intelligent, searchable knowledge base.
What I offer:
π Document Processing:
- Ingest PDFs, Word documents, TXT files, and web URLs
- Intelligent text extraction and chunking
- Preserve document structure and metadata
π§ Smart Q&A System:
- Ask questions in natural language
- Get accurate answers with source citations and page numbers
- Fast vector search across thousands of pages
π Data Privacy:
- Full local deployment option (Ollama, no data leaves your server)
- Cloud integration available (OpenAI, Groq, NVIDIA) if preferred
π οΈ What you get:
β Full Python source code
β Vector database (ChromaDB) ready to use
β Step-by-step deployment guide (English or Arabic)
β 3 days of post-delivery support
β REST API option for integration with your apps
π‘ Perfect for:
- Legal firms with contracts and case files
- Medical practices with patient records and research
- Corporate documentation and internal knowledge bases
- Researchers with large collections of papers
Technologies: Python, LangChain, ChromaDB, FastAPI, OpenAI API, Ollama, Docker.
Pricing is project-based. Please contact me with your requirements for an accurate quote.
π I am fluent in English and Arabic. I can provide full Arabic documentation and support if needed.
What I offer:
π Document Processing:
- Ingest PDFs, Word documents, TXT files, and web URLs
- Intelligent text extraction and chunking
- Preserve document structure and metadata
π§ Smart Q&A System:
- Ask questions in natural language
- Get accurate answers with source citations and page numbers
- Fast vector search across thousands of pages
π Data Privacy:
- Full local deployment option (Ollama, no data leaves your server)
- Cloud integration available (OpenAI, Groq, NVIDIA) if preferred
π οΈ What you get:
β Full Python source code
β Vector database (ChromaDB) ready to use
β Step-by-step deployment guide (English or Arabic)
β 3 days of post-delivery support
β REST API option for integration with your apps
π‘ Perfect for:
- Legal firms with contracts and case files
- Medical practices with patient records and research
- Corporate documentation and internal knowledge bases
- Researchers with large collections of papers
Technologies: Python, LangChain, ChromaDB, FastAPI, OpenAI API, Ollama, Docker.
Pricing is project-based. Please contact me with your requirements for an accurate quote.
π I am fluent in English and Arabic. I can provide full Arabic documentation and support if needed.
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