Suyash Dubey
SDE | ECE @ IIITD | C4GT\'23 @ NHA | MERN stack Developer | ML enthusiast | Contributor at GSSOC\'23
- Role
- Generative Ai Engineer at Mindrift
- Location
- New Delhi, DL, IN
- LinkedIn followers
- 500 followers
Experience
Generative Ai Engineer
May 2024 — Present
Project: Developing LLM interfaces using AWS bedrock (Detailed demo: https://suyashblog.hashnode.dev/llm-app-dev-using-aws-bedrock-and-langchain)Methodologies: created an LLM-powered question-answering (QA) application over large document corpora using AWS Bedrock and LangChain. I handled challenges like managing large documents exceeding token limits and finding relevant documents. The process involves loading and processing documents, creating vector embeddings with Amazon Titan, and storing them in a vector database like SingleStore. When a question is asked to the LLM, relevant document chunks are retrieved and used as context for generating answers with models like Anthropic Claude through Amazon Bedrock, following a Retrieval-Augmented Generation (RAG) approach.Tech Stack: AWS Bedrock, AWS titan, SinglestoreDB, LLMs, RAG
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