├── .DS_Store ├── README.md ├── img ├── deep-retriever.png ├── makeup-schema-bq.png ├── poor_output_formatting.png ├── zietghost_arch.png ├── zietghost_concept.png ├── zietghost_marketer.png ├── zietghost_process.png └── zietghost_title.png ├── notebooks ├── .DS_Store ├── .env ├── .env.sample ├── 00-env-setup.ipynb ├── 01-setup-vertex-vector-store.ipynb ├── 02-gdelt-data-ops.ipynb ├── 03-vector-store-index-loader.ipynb ├── 03a-optional-chunk-up-the-docs.ipynb ├── 04-build-zeitghost-image.ipynb ├── 05-gdelt-pipelines.ipynb ├── 06-plan-and-execute-agents.ipynb ├── 07-streamlit-ui-plan-and-execute.py ├── imgs │ ├── add-gdelt-to-bq.gif │ ├── agent_plan_execute_chain_output.png │ ├── architecture.png │ ├── chunk_bq_tables_flow.png │ ├── chunk_gcs_blobs_flow.png │ ├── chunk_youtube_flow.png │ ├── da-ui.png │ ├── deep-retriever.png │ ├── fullarchitecture.png │ ├── google-trends-explore.png │ ├── info-architecture.png │ ├── langchain-diagram.png │ ├── langchain-overview.png │ ├── langchain_intro.png │ ├── pipeline-complete.png │ ├── pipeline_metadata.png │ ├── plan-execute-example-output.png │ ├── public_trends_data.png │ ├── user-flow-plan-execute.png │ ├── zghost_overview.png │ ├── zghost_overview_ME.png │ ├── zghost_overview_agents.png │ ├── zghost_overview_gdelt.png │ ├── zghost_overview_load_index.png │ └── zghost_overview_pipeline_steps.png └── requirements.txt ├── streamlit_agent ├── __init__.py ├── callbacks │ ├── __init__.py │ └── capturing_callback_handler.py └── clear_results.py └── zeitghost ├── .dockerignore ├── .env ├── .idea ├── .gitignore ├── codeStyles │ ├── Project.xml │ └── codeStyleConfig.xml ├── misc.xml ├── modules.xml └── vcs.xml ├── __init__.py ├── __pycache__ ├── __init__.cpython-311.pyc └── main.cpython-311.pyc ├── agents ├── Helpers.py ├── LangchainAgent.py ├── __init__.py └── __pycache__ │ ├── Helpers.cpython-311.pyc │ ├── LangchainAgent.cpython-311.pyc │ └── __init__.cpython-311.pyc ├── bigquery ├── BigQueryAccessor.py ├── __init__.py └── __pycache__ │ ├── BigQueryAccessor.cpython-311.pyc │ └── __init__.cpython-311.pyc ├── capturing_callback_handler.py ├── gdelt ├── GdeltData.py ├── Helpers.py ├── __init__.py └── __pycache__ │ ├── GdeltData.cpython-311.pyc │ ├── Helpers.cpython-311.pyc │ └── __init__.cpython-311.pyc ├── testing ├── __init__.py └── basic_agent_unit_tests.py ├── ts_embedding ├── .ipynb_checkpoints │ └── kats_embedding_tools-checkpoint.py ├── bq_data_tools.py └── kats_embedding_tools.py ├── vertex ├── Embeddings.py ├── Helpers.py ├── LLM.py ├── MatchingEngineCRUD.py ├── MatchingEngineVectorstore.py ├── __init__.py └── __pycache__ │ ├── Embeddings.cpython-311.pyc │ ├── Helpers.cpython-311.pyc │ ├── LLM.cpython-311.pyc │ ├── MatchingEngineCRUD.cpython-311.pyc │ ├── MatchingEngineVectorstore.cpython-311.pyc │ └── __init__.cpython-311.pyc ├── webserver ├── __pycache__ │ └── __init__.cpython-311.pyc ├── blueprints │ ├── __pycache__ │ │ └── __init__.cpython-311.pyc │ ├── agents │ │ └── __pycache__ │ │ │ ├── __init__.cpython-311.pyc │ │ │ └── models.cpython-311.pyc │ ├── celery │ │ └── __pycache__ │ │ │ ├── __init__.cpython-311.pyc │ │ │ └── models.cpython-311.pyc │ ├── gdelt │ │ └── __pycache__ │ │ │ ├── __init__.cpython-311.pyc │ │ │ └── models.cpython-311.pyc │ ├── llm │ │ └── __pycache__ │ │ │ ├── __init__.cpython-311.pyc │ │ │ └── models.cpython-311.pyc │ └── vectorstore │ │ └── __pycache__ │ │ ├── __init__.cpython-311.pyc │ │ └── models.cpython-311.pyc └── celery │ └── __pycache__ │ ├── __init__.cpython-311.pyc │ ├── gdelt_tasks.cpython-311.pyc │ ├── vertex_tasks.cpython-311.pyc │ └── worker.cpython-311.pyc └── zeitghost-trendspotting.iml /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hello-d-lee/conversational-agents-zeitghost/HEAD/.DS_Store -------------------------------------------------------------------------------- /README.md: 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