I will build a custom ai chatbot or rag system using langchain and gemini API


About this gig
Are you looking for a smart AI chatbot that understands your business?
I will build you a custom AI chatbot or RAG (Retrieval-Augmented Generation) system using LangChain, Gemini API, and FAISS so your bot answers from YOUR documents and data.
What you get:
- RAG pipeline trained on your PDFs or docs
- Context-aware answers with conversation memory
- Platform integration (Web, WhatsApp, Telegram, Slack)
- Clean source code + README + setup support
Tech stack:
- LangChain + FAISS + Gemini API / OpenAI GPT
- Python + FastAPI or Streamlit
- MongoDB for chat history
Perfect for:
- Businesses wanting a support bot trained on their data
- Startups needing an internal knowledge assistant
- Developers wanting a production-ready AI backend
I am a CS student specializing in AI/ML with hands-on experience building RAG systems and LLM applications. Every project is built from scratch no templates.
Message me before ordering so I can recommend the right package for your needs.
Get to know Harsh Vaishnav
Full Stack Developer, React, Node and AI Integration
- FromIndia
- Member sinceJun 2026
Languages
Hindi, English
FAQ
Will the chatbot work with my own documents?
Yes! Standard and Premium packages include a RAG pipeline that lets the bot answer from your PDFs or text files.
Which AI model will you use?
Primarily Google Gemini API or OpenAI GPT, recommended based on your budget and use case.
Do I need to pay for API keys?
Yes, you'll need your own API key. Gemini has a generous free tier. I'll guide you through setup.
Will I get the source code?
Yes, full clean source code with README is included in all packages.
Can you integrate the bot into my existing website?
Yes, I deliver a REST API backend that can be embedded into any website or app.

