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llm_topic_modelling

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llm_topic_modelling

754 kB

4 contributors

History: 174 commits

Sean Pedrick-Case

Merge pull request #53 from seanpedrick-case/dev

808744c unverified 17 days ago

.github
Enhanced user interface and documentation for topic extraction tool. Updated file input labels for clarity, improved README instructions, and refined progress tracking in API calls. Added time tracking for LLM calls in output files. 30 days ago
example_data
Added examples for structured summaries and groups. Adapted functions for structured summaries. Simplified front tab GUI 30 days ago
tools
Minor prompt improvements. Bedrock client and keys should now be correctly passed to validation function 17 days ago
.dockerignore

223 Bytes

Corrected OpenAI API usage 28 days ago
.gitattributes

43 Bytes

Revised intro and readme. Reasoning suffix setting simplified. All in one xlsx returns correct tables. about 2 months ago
.gitignore

186 Bytes

Corrected OpenAI API usage 28 days ago
Dockerfile

2.33 kB

Added examples for structured summaries and groups. Adapted functions for structured summaries. Simplified front tab GUI 30 days ago
README.md

8.03 kB

Minor changes to readme repo references and conda environment 29 days ago
app.py

67.7 kB

Minor prompt improvements. Bedrock client and keys should now be correctly passed to validation function 17 days ago
load_dynamo_logs.py

3.26 kB

Added DynamoDB logging. Optimised topics lists with descriptions 2 months ago
load_s3_logs.py

2.87 kB

Added DynamoDB logging. Optimised topics lists with descriptions 2 months ago
pyproject.toml

1.29 kB

Added topic validation and llm deduplication functionality. Now checks for input token count before LLM calls. 24 days ago
requirements.txt

1.07 kB

Added model compatibility for OpenAI and Azure endpoints. Added some Bedrock models, now compatible with thinking models 29 days ago
requirements_cpu.txt

1.01 kB

Added model compatibility for OpenAI and Azure endpoints. Added some Bedrock models, now compatible with thinking models 29 days ago
requirements_gpu.txt

1.21 kB

Added model compatibility for OpenAI and Azure endpoints. Added some Bedrock models, now compatible with thinking models 29 days ago
requirements_no_local.txt

488 Bytes

Added model compatibility for OpenAI and Azure endpoints. Added some Bedrock models, now compatible with thinking models 29 days ago
windows_install_llama-cpp-python.txt

5.27 kB

Generally improved inference for low vram systems, unsloth usage improvements, updated packages, switched default local model to Qwen 3 4b about 2 months ago