- Provide prompt answers to DSA and algorithm-related questions.
- Retrieve information from a pre-built knowledge base of solved LeetCode problems.
- Deliver AI-enhanced responses that align with your coding style.
To build this intelligent assistant, we’ll use the following technologies:
- LangChain: A powerful framework for building AI applications requiring LLMs and tools integration.
- FAISS: A high-performance vector store for efficient similarity search.
- HuggingFace: A open source LLM model for natural language understanding.
- Streamlit: A Python library for building interactive web applications.
- SentenceTransformer: For generating embeddings from text documents.