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I will build a rag chatbot for your PDF documents
Ishita M
About this gig
Need a chatbot that answers questions from your PDF documents? I can build a Python-based Retrieval-Augmented Generation (RAG) chatbot that searches your documents and uses an LLM to generate relevant answers.
WHAT'S INCLUDED
- PDF text extraction and chunking
- Embeddings and vector search
- OpenAI API integration
- Document question-answering workflow
- Source code as specified in your package
PACKAGE SCOPE
- Basic: Prototype for up to 3 PDFs.
- Standard: Chatbot for up to 10 PDFs, including a simple web interface.
- Premium: Chatbot for up to 20 PDFs with additional retrieval tuning.
Features depend on the package selected.
BEFORE ORDERING
Please message me with your document format, number of files, preferred interface, and requirements. I'll confirm the scope before starting.
PLEASE NOTE
Hosting, deployment, API usage costs, authentication, third-party integrations, and production-scale infrastructure are not included unless agreed separately. Answer quality depends on document quality and model behavior; perfect accuracy cannot be guaranteed.
Get to know Ishita M
Ishita M
AI Engineer specializing in GenAI and RAG
- FromIndia
- Member sinceOct 2026
- Avg. response time1 hour
Languages
English
AI/ML Engineer with hands-on experience building production-grade GenAI chatbots using RAG architecture, vector databases,
and cloud-native AI services. Strong expertise in document intelligence, prompt engineering, hybrid retrieval (vector + SQL), and
secure AI pipelines on AWS. Proven ability to design scalable, privacy-aware LLM systems with real-world integrations.
My Portfolio
FAQ
What do you need from me to get started?
I need a description of your chatbot requirements, sample PDF documents, your preferred interface, and any specific features you want. I'll confirm the scope before starting the project.
Do I need an OpenAI API key?
Yes, if the project uses the OpenAI API, you will need to provide your own API access and cover any associated usage charges. Other supported model options can be discussed before ordering.
What types of documents can the chatbot process?
My Gig focuses on PDF documents. The number of PDFs included depends on the package you select. Please contact me before ordering if you need support for other file formats.
Does the package include hosting and deployment?
No. Hosting, cloud infrastructure, production deployment, and ongoing maintenance are not included by default. These services can be discussed separately based on your requirements.
