Developed an LLM-powered chatbot using Next.js and TypeScript, integrated with Google Gemini AI via LangChain for natural language processing and also used vercel AI SDK for efficient integration with LLM .Utilized Pinecone for vector storage and fast similarity search to enable contextual conversations.Enabled PDF parsing and interaction using pdf-parse,allowing the chatbot to extract and process information from uploaded documents
Highlights
GeminiAI ,Langchain ,Pinecone ,TypeScript ,Next.js ,ShadCN UI