I will develop italian rag chatbot lim development italian langchain chatbot rag system


About this gig
Need a smart Italian RAG chatbot that answers accurately from YOUR documents, PDFs, website or knowledge base?
I will build a complete custom RAG chatbot specialized for Italian using LangChain, vector databases and modern LLMs.
Your bot will understand Italian queries, retrieve the right information from your data, and give precise answers with minimal hallucinations and source citations.
What you get:
- Full RAG pipeline (loading, chunking, embeddings, retrieval, generation)
- Optimized for Italian language
- Support for PDFs, DOCX, TXT, websites, CSV, Notion, etc.
- Vector DB setup (Chroma, FAISS, Pinecone or pgvector)
- LLM integration (OpenAI, Groq, Claude, Gemini, Ollama)
- Clean, modular Python code + README
- Optional chat UI (Streamlit/Gradio) and deployment help
Perfect for:
Italian businesses, customer support, internal knowledge bases, legal, medical, education or product docs.
Tech stack:
LangChain Python OpenAI/Groq/Claude/Gemini/Ollama Chroma/FAISS/Pinecone FastAPI/Streamlit Docker
Message me before ordering with:
1. Your documents/data type
2. Preferred LLM
3. Do you need a UI or just the backend?
Lets build an Italian RAG chatbot that truly knows your content.
Get to know Emma ritcher
Web, AI and Brand Design Specialist
- FromItaly
- Member sinceSep 2026
- Avg. response time4 hours
Languages
Italian, English
My Portfolio
FAQ
Do you support Italian language properly?
Yes. I optimize embeddings, chunking and system prompts specifically for Italian to get better retrieval and more natural answers.
What data sources can you use?
PDFs, Word, TXT, websites, CSV, Notion, Google Drive, databases, etc.
Will I get the full source code?
Yes, always. Clean and documented code.
Can you deploy the chatbot?
Yes, available in Standard/Premium (Vercel, Render, Railway, your own server, or Docker).
Do I need my own API keys?
Yes (OpenAI, Groq, etc.). I can help you set them up. Local models with Ollama are also possible. A: Yes (OpenAI, Groq, etc.). I can help you set them up. Local models with Ollama are also possible.
How many documents can it handle?
Basic: up to ~50–80 pages. Standard/Premium: hundreds of pages or more (we discuss scale).

