Revert "Merge branch 'FT-DEV-17/09/2025'"

Revert "Merge branch 'FT-DEV-17/09/2025'"

Merge branch 'FT-DEV-17/09/2025'

update requirements.text

Merge branch 'FT-DEV-17/09/2025'

`Added timedelta import to database_audit.py`

`Added scalable architecture and features to the AI service, including Redis configuration, database audit logging, and monitoring. Updated model manager to support seq2seq models and added ChatGPT v3-style scalable endpoints.`

`Removed various files and directories from services/ai-service/src`

`Refactored patient summary generation logic in ai_med_extract/api/routes_fastapi.py`

runnable

no result

`Refactor API from Flask to FastAPI, update Dockerfile, Kubernetes deployment, and configuration settings.`

`Refactored summarization pipeline and model loading for improved performance and reliability.`

seq2seq adaptation

`Added support for seq2seq models in ai_med_extract/app.py and updated routes.py to handle seq2seq models. Updated .huggingface.yaml to include app.py. Updated various .pyc files due to changes in the codebase.`

`Update model_loader_spaces.py to use device (GPU or CPU) based on availability`

`Removed all files in the ai_med_extract directory` changed the file structure

none type handling

Revert "optimize"

optimize

old requirements

changed requirements file,and fixes for failing in huggingface

stream

Merge branch 'FT-DEV-29/08/2025'

stream response

Merge branch 'FT-DEV-29/08/2025'

temprature and top p changed

slim api ehr response

none type added handle

none type error ,parsing disabled and token size 700

max token ruduced

max token increased

data included in prompt

full summary generation

only one section working

model loading optimization

preload

summary

patient summary working

summary fixes

section wise summary generation

`Refactored codebase with various changes and deletions across multiple files`

prompt change

update model loader token limit

token limit increased

token limit increased and ensure required fields

chunking fix

chunking

summary markdown

summary to mardown removed