| --- |
| license: mit |
| language: |
| - ru |
| library_name: transformers |
| --- |
| |
| Annoy vector db of Russian Synodal Translation (RST) of **Bible** |
|
|
| Embdding by [intfloat/multilingual-e5-large](https://huggingface.co/intfloat/multilingual-e5-large) |
|
|
| Ussage: |
| ``` |
| rst_ind = AnnoyIndex(1024, metric='angular') |
| rst_ind.load('rst.indx') |
| rst_df = pandas.read_csv('rst_db.csv') |
| |
| embd = GetE5Emb("Как жить правильно и не совершить греха?") # see the origin e5-large usage |
| |
| indices = rst_ind.get_nns_by_vector(emb, 3) |
| ind = random.choice(indices) |
| str_ = rst_df.loc[ind].Text |
| print(f"{str_} [{rst_df.loc[ind]['Book']}{rst_df.loc[ind]['Chapter']}:{rst_df.loc[ind]['Verse']}]") |
| |
| ``` |
