FAQ Assistant
This is an end to end LLM project based on Google Gimini API, Langchain, HuggingFace. It is a Q&A system which will provide a streamlit based user interface for people where they can ask questions and get answers(if their queries are already present in the database).
Project Highlights
- Use a real CSV file of FAQs that Codebasics company is using right now.
- Their human staff will use this file to assist their course learners.
- We will build an LLM based question and answer system that can reduce the workload of their human staff.
- Students should be able to use this system to ask questions directly and get answers within seconds
Tools Used
- Langchain + Google Gimini API(free): LLM based Q&A
- Streamlit: UI
- Huggingface instructor embeddings: Text embeddings
- FAISS: Vector databse
- Streamlit (for user interface)