├── .github └── workflows │ ├── cd_streaming_pipeline.yaml │ ├── ci_financial_bot.yaml │ ├── ci_streaming_pipeline.yaml │ ├── ci_training_pipeline.yaml │ └── destroy_aws_infrastructure.yaml ├── .gitignore ├── .vscode ├── launch.json └── settings.json ├── LICENSE.md ├── README.md ├── dataset_analysis ├── README.md └── prompts_eda.ipynb ├── media ├── architecture.png ├── eda_prompts_dataset.png ├── feature_pipeline_architecture.png ├── financial_bot_gradio_ui.png ├── github_actions_cd.png ├── github_actions_secrets.png ├── inference_pipeline_architecture.png ├── training_pipeline_architecture.png └── youtube_thumbnails │ ├── 00_intro.png │ ├── 01_fine_tuning_pipeline_overview.png │ ├── 02_fine_tuning_pipeline_hands_on.png │ ├── 03_real_time_embeddings.png │ └── 04_inference_pipeline.png └── modules ├── financial_bot ├── .beamignore ├── .env.example ├── Makefile ├── README.md ├── financial_bot │ ├── __init__.py │ ├── base.py │ ├── chains.py │ ├── constants.py │ ├── embeddings.py │ ├── handlers.py │ ├── langchain_bot.py │ ├── models.py │ ├── qdrant.py │ ├── template.py │ └── utils.py ├── logging.yaml ├── poetry.lock ├── pyproject.toml ├── requirements.txt └── tools │ ├── bot.py │ └── ui.py ├── q_and_a_dataset_generator ├── Makefile ├── README.md ├── data │ └── training_data.json ├── poetry.lock ├── pyproject.toml ├── scripts │ ├── download_news_from_alpaca.py │ ├── embed_news_into_qdrant.py │ └── generate_training_data.py ├── set_env_variables_template.sh ├── src │ ├── __init__.py │ ├── alpaca_news_api.py │ ├── logger.py │ ├── paths.py │ ├── transformers.py │ └── vector_db_api.py └── tests │ └── __init__.py ├── streaming_pipeline ├── .dockerignore ├── .env.example ├── Makefile ├── README.md ├── deploy │ ├── Dockerfile │ ├── create_user_data.sh │ ├── entrypoint.sh │ ├── launch_ec2.sh │ ├── terminate_ec2.sh │ ├── to_ecr.sh │ └── user_data_template.sh ├── logging.yaml ├── poetry.lock ├── pyproject.toml ├── streaming_pipeline │ ├── __init__.py │ ├── alpaca_batch.py │ ├── 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