Added framework of support for Azure models (although untested)

Corrected misplaced example file reference. Added AWS Nova models to model list

Minor changes to local inference

Minor corrections to transformers inference

Further optimisations to transformers inference

Minor fixes to llm_funcs

Enabled GPU-based local model inference with the transformers package

Added possibility of adding examples quickly to the input files

Enhanced app functionality by adding new UI elements for summary file management, put in Bedrock model toggle, and refined logging messages. Updated Dockerfile and requirements for better compatibility and added install guide to readme. Removed deprecated code and unnecessary comments.

Corrected backslash

Allowed possibility to run all analysis steps in one click

Updated requirements. More generous spaces GPU timeouts

Removed unnecessary print statements

Loading llama_cpp inside load_model instead of on app load

Enhanced app functionality by adding new logging variables, refining file input options, and updating prompts for better user experience. Updated Dockerfile for improved environment setup and adjusted requirements for compatibility. Removed unnecessary print statements and added error handling in data loading functions.

Removed kv quantisation for CPU as cannot make consistent without flash attention

Aligned kv quantisation for CPU inference

Optimised prompts for llama.cpp prompt caching

Dockerfile now refers to prebuilt llama-cpp-python wheel

Corrected full_prompt save

Minor fixes for Gemini, model calls. Updated Dockerfile for non-GPU systems

Merge pull request #22 from seanpedrick-case/pyproject_file

Added pyproject.toml file, updated some dependencies

Merge pull request #21 from seanpedrick-case/gpt-oss-compat

Merge branch 'dev' into gpt-oss-compat

GPT-OSS 20b should now work correctly

Added GPT-OSS 20b support. Moved to Llama cpp python chat_completion function

Added DynamoDB logging. Optimised topics lists with descriptions

Merge pull request #20 from seanpedrick-case/dev

Attempting latest CUDA compatible wheel for requirements.txt

Downgraded primary requirements file for compatibility with older systems

Merge pull request #19 from seanpedrick-case/dev

Updated package requirements

Added cost code logging functionality. More customised logging output, can now save logs to DynamoDB.

Merge pull request #18 from seanpedrick-case/dev

Updated app to work correctly in API mode. Updated xlsx outputs. Some package updates

Allowed for save to xlsx file. Some package updates

Merge pull request #17 from seanpedrick-case/dev

You can now create structured summaries by group by changing a setting under 'I have my own list of topics'

Merge pull request #16 from seanpedrick-case/dev

Corrected system prompt usage. Upgraded Bedrock to converse API. Replaced Sonnet 3 with Sonnet 3.7. Updated prompts with response prefill and more specific system prompt for tables.

Further improved grouping implementation, improved summarisation prompts

Improved on implementation of group-based analysis. Now should be possible all the way to summarisation

Improved grouping functions

Merge pull request #15 from seanpedrick-case/dev

Wrapper function added to add possibility of analysis by group. Some bug fixes, package changes

Merge pull request #14 from seanpedrick-case/dev

Remoed cuda.runtime.version reference

Merge pull request #13 from seanpedrick-case/dev

Downgraded package versions to hopefully work with Hugging Face spaces Zero GPU