RAG_Using_Groq

Used Groq Inferencing Engine using 2 models.

1. mixtral-8x7b-32768. Used for querying langchain documentation WebPage. For word embeddings used OllamaEmbeddings.

2. Llama3-8b-8192. Used for querying the US_cencus PDFs. For word embeddings used HuggingFaceBgeEmbeddings.

3. Used FAISS vector stores for both the models.

4. Finally, created retrieval chains in both the cases and invoked it for answering the query.