Spaces:

seanpedrickcase
/

topic_modelling

Running

App Files Files Community

topic_modelling / funcs

3 contributors

History: 36 commits

seanpedrickcase

Removed some requirements from Dockerfile for AWS deployment to reduce container size

51ba1cb 5 months ago

__init__.py

0 Bytes

first commit 12 months ago
anonymiser.py

12.2 kB

Only aggregate topics not 'other', allowed for minimum sentence length, default max_topics now will auto aggregate topics. Added Cognito Auth functionality (boto3 with AWS). 5 months ago
auth.py

1.88 kB

Only aggregate topics not 'other', allowed for minimum sentence length, default max_topics now will auto aggregate topics. Added Cognito Auth functionality (boto3 with AWS). 5 months ago
bertopic_vis_documents.py

47.6 kB

Can split passages into sentences. Improved embedding, LLM representation models, improved zero shot capabilities 7 months ago
clean_funcs.py

4.86 kB

Only aggregate topics not 'other', allowed for minimum sentence length, default max_topics now will auto aggregate topics. Added Cognito Auth functionality (boto3 with AWS). 5 months ago
embeddings.py

3.36 kB

Can split passages into sentences. Improved embedding, LLM representation models, improved zero shot capabilities 7 months ago
helper_functions.py

18.3 kB

Only aggregate topics not 'other', allowed for minimum sentence length, default max_topics now will auto aggregate topics. Added Cognito Auth functionality (boto3 with AWS). 5 months ago
presidio_analyzer_custom.py

4.18 kB

Added clean data options, improved re-representation options and visualisation. General format changes 11 months ago
prompts.py

6.24 kB

Updated packages. Improve hierarchy vis. Better models - mixedbread and phi3. Now option to split texts into sentences before modelling. 7 months ago
representation_model.py

7.83 kB

Removed some requirements from Dockerfile for AWS deployment to reduce container size 5 months ago
topic_core_funcs.py

38.2 kB

Allowed for app running on AWS to use smaller embedding model and not to load representation LLM (due to size restrictions). 5 months ago