| import ingest as ing | |
| borough_plan_text, file_names = ing.parse_file([open("Lambeth_2030-Our_Future_Our_Lambeth.pdf")]) | |
| print("Borough plan text created") | |
| print(borough_plan_text) | |
| borough_plan_docs = ing.text_to_docs(borough_plan_text) | |
| print("Borough plan docs created") | |
| embedding_model = "BAAI/bge-base-en-v1.5" | |
| embeddings = ing.load_embeddings(model_name = embedding_model) | |
| ing.embed_faiss_save_to_zip(borough_plan_docs, save_to="faiss_embedding", model_name = embedding_model) |