Llm, Rag, Knowledge Graphs, Vector Search, Retrieval Augmented.
arbitrary_types_allowed = True CustomCohereRerank.update_forward_refs() def format_docs(docs): return "\n\n".join(doc.page_content for doc in docs) def query_vector_db(query,faiss_index): retriever = faiss_index.as_retriever() compressor = CustomCohereRerank(client=co) compression_retriever =