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$
USD
I will build an ai chatbot with langchain and rag
Ayman Silouli
About this gig
Are you looking for a smart AI chatbot that actually understands your data and takes real actions? I can help.
I build AI chatbots and intelligent agents using LangChain and RAG (Retrieval-Augmented Generation), connected to your documents, databases, or internal tools. Unlike simple chatbots that just retrieve answers, I design agents that can make decisions, call tools, and escalate to a human when needed.
What I bring to your project:
Custom RAG chatbots that answer questions based on YOUR documents/data
Multi-agent systems (LangGraph, CrewAI) for complex workflows
Clean integration with existing apps via FastAPI
Well-documented, production-ready code
Recent work includes a multi-agent fact-checking system and a large-scale recommendation engine processing millions of data points with PySpark.
I take the time to understand your exact needs before building, and I communicate clearly throughout the project. Let's discuss your project and find the best solution together.
Get to know Ayman Silouli
Ayman Silouli
AI Chatbot and Full Stack Developer, LangChain RAG FastAPI React
- FromMorocco
- Member sinceAug 2026
Languages
Arabic, French, English
I build AI chatbots and intelligent agents integrated into complete web applications , helping businesses automate tasks and better leverage their data.
Recent projects include:
• A multi-agent fact-checking system orchestrated with LangGraph and CrewAI
• An e-commerce recommendation engine processing 2.7M+ interactions with PySpark and Spark MLlib
I handle the full technical stack: from data processing to modern interfaces , through deployment
Rigorous, curious, and results-driven — I make sure to fully understand your needs before proposing a tailored solution.
FAQ
Do I need to provide my own documents/data for the RAG chatbot?
Yes, you'll need to provide the documents, database, or data source you want the chatbot to answer questions about. I'll handle the technical integration.
What if I need changes after delivery?
Each package includes a set number of revisions. If you need additional changes beyond that, we can discuss an extra service.
Can you integrate the chatbot into my existing website or app?
Yes, I can integrate the chatbot into your existing application via API (FastAPI) or provide it as a standalone solution, depending on your needs.
