feat: Astra DB Base Class for Components (#10000)

* feat: Astra DB Base Class for Components

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* Update test_astra_component.py

* Update test_vector_store_rag.py

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* Update src/lfx/src/lfx/base/datastax/astradb_base.py

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* Clean up some of the naming

* Bring everything in line with the Base Component

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* Fix importing for circular

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* Update src/lfx/src/lfx/components/datastax/astradb_cql.py

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* Add comprehensive test suite

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* chore: update component index

* Update astradb_chatmemory.py

* Update the starter templates

* chore: update component index

* Update component_index.json

* chore: update component index

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* chore: update component index

* Remove cassandra chat from datastax bundle

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* chore: update component index

* chore: update component index

* More cleanup of astradb imports

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* chore: update component index

* Update the imports a bit

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* chore: update component index

* Update astradb_base.py

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* chore: update component index

* Create astradb_graph.py

* Update __init__.py

* chore: update component index

* chore: update component index

* Fix a couple broken tests

* chore: update component index

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* chore: update component index

* chore: update component index

* 📝 (Vector Store.spec.ts): remove unnecessary empty line to improve code readability

* 🔧 (.github/workflows/typescript_test.yml): free up disk space to optimize workflow performance

* chore: update component index

* 🔧 (.github/workflows/typescript_test.yml): remove unnecessary tool cache directories and docker images to free up disk space

* 🔧 (.github/workflows/typescript_test.yml): remove unnecessary step to free disk space to optimize workflow execution

* chore: update component index

* chore: update component index

* fix: Refactor out unneeded pieces from base component

* Move embedding model stuff to vectorstore

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* fix tests

* Update test_astradb_base_component.py

* Update test_astradb_base_component.py

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* Update astradb_vectorstore.py

* Fix ruff

* starter proj

* Spacing

* Ruff formatting

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* Component index update

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