I will build a rag application using langchain and llms

A
alloldvsnew
A
alloldvsnew
Ram Sharma

Level 2

About this gig

I build RAG (Retrieval-Augmented Generation) applications using LangChain and LLMs that connect your PDFs, databases, or websites to an AI that actually knows your content.


No more hallucinations. No more generic answers. Your AI, trained on your data.


What I build:

RAG pipelines that ingest PDFs, Word docs, URLs, databases

Vector search with FAISS, Pinecone, or ChromaDB

LangChain retrieval chains with source citations

LangSmith monitoring for tracing and evaluation

FastAPI backend + React frontend

AWS deployment (Lambda, S3, EC2)


Perfect for:

Companies wanting a Q&A bot over internal documents

Law firms needing contract analysis assistants

SaaS products adding AI search to their knowledge base

Researchers building literature review tools


Why RAG over fine-tuning?

RAG is faster, cheaper, and keeps your data up to date no retraining needed. You can update documents anytime and the AI stays current.


My stack:

LangChain · LangSmith · OpenAI / Claude · FAISS · Pinecone · FastAPI · React · AWS S3 / Lambda


Before ordering:

Message me with your document types and use case. I'll confirm the right approach and package for you within a few hours.


Let's make your data talk!

Get to know Ram Sharma

Ram Sharma

AI, Chatbots, RAG, and Embedded Systems , Technical Writer , Video Content creat

4.8(73)

Level 2

  • FromPakistan
  • Member sinceNov 2019
  • Avg. response time1 hour
  • Last delivery2 days
  • Languages

    English, Hindi, Nepali, Urdu
Hi, I’m Ram Sharma, a Computer Science postgraduate specializing in AI, RISC-V, and automation. I build custom AI chatbots, RAG apps with LangChain, and advanced Python/ML systems. I also design RISC-V CPUs, FPGA solutions (Verilog/VHDL), and handle low-level programming. Additionally, I offer PDF editing, LaTeX conversion, TikZ diagrams, and short-form video editing. I deliver reliable, high-quality work tailored to your needs.

My Portfolio

Other AI Development Services I Offer

Related tags