Artificial Intelligence
Building a RAG-Powered Chatbot with LangChain and TypeScript
Transform your document collections into interactive chatbots with LangChain in TypeScript. Build a complete RAG (Retrieval-Augmented Generation) system by integrating document processing, contextual retrieval, and conversational memory. Develop chatbots that deliver precise information from documents, enabling applications like legal document analysis and querying.
LangChain
OpenAI
TypeScript
4 lessons
18 practices
2 hours
RAG Systems and Vector Databases
Course details
Creating a Document Processor for Contextual Retrieval
Implement Document Loading Functionality
Initializing Vector Store and Implementing Context Retrieval
Implementing Document Processing and Retrieval
Processing Multiple Documents with Vector Store
Implementing a Reset Method for the Document Processor
Join the 1M+ learners on CodeSignal
Be a part of our community of 1M+ users who develop and demonstrate their skills on CodeSignal
