feat: support astra vectordb

[thucpn]

Summary by CodeRabbit

• New Features

  • Added Astra database support for vector database environments.
  • Introduced AstraDB as a new vector database choice for users.
  • Implemented scripts in Python and TypeScript for generating embeddings, connecting to AstraDB, and creating a vector store index.

• Enhancements

  • Added support for Astra database-specific environment variables.
  • Included a new dependency for Astra database in Python templates.

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Commits

Files that changed from the base of the PR and between 26161be and c0206db.

Walkthrough

The recent updates introduce support for Astra as a vector database option across various components. This includes adding environment variables for AstraDB configurations, updating types and dependencies to accommodate AstraDB, and implementing functionality in both Python and TypeScript to generate embeddings, connect to AstraDB, and perform indexing operations. The changes streamline the integration of AstraDB for vector storage and retrieval, enhancing the tool's flexibility and database support.

Changes

Files	Change Summary
helpers/env-variables.ts	Added support for Astra database environment variables.
helpers/python.ts	Added a new dependency case for Astra.
helpers/types.ts, questions.ts	Updated to include "astra" as a vector database choice.
templates/components/vectordbs/python/astra/...	Introduced scripts for generating embeddings and connecting to AstraDB.
templates/components/vectordbs/typescript/astra/...	Added functionality for AstraDB in TypeScript for document storage and retrieval.
.changeset/calm-tables-camp.md	Introduced support for Astra VectorDB with the "create-llama" patch.

🐇✨
In the world of code, where databases sprawl,
Astra joins the fray, standing tall.
With vectors stored, and indexes made,
Our data's journey, seamlessly laid.
Through Python and TypeScript, the connections flow,
As the CodeRabbit leaps, with Astra in tow.
🌟📚

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[coderabbitai]

Actionable comments posted: 5

Review Status

Configuration used: CodeRabbit UI

Commits

Files that changed from the base of the PR and between 5512a9e and 87e5f42.

Files selected for processing (9)

• helpers/env-variables.ts (1 hunks)
• helpers/python.ts (1 hunks)
• helpers/types.ts (1 hunks)
• questions.ts (1 hunks)
• templates/components/vectordbs/python/astra/generate.py (1 hunks)
• templates/components/vectordbs/python/astra/index.py (1 hunks)
• templates/components/vectordbs/typescript/astra/generate.mjs (1 hunks)
• templates/components/vectordbs/typescript/astra/index.ts (1 hunks)
• templates/components/vectordbs/typescript/astra/shared.mjs (1 hunks)

Additional comments not posted (4)

helpers/types.ts (1)

7-13: LGTM! The addition of "astra" to the TemplateVectorDB type is correctly implemented and aligns with the PR objectives.

helpers/env-variables.ts (1)

96-110: LGTM! The addition of Astra database environment variables is correctly implemented and aligns with the PR objectives.

helpers/python.ts (1)

63-68: LGTM! The addition of the AstraDB specific dependency is correctly implemented and aligns with the PR objectives.

questions.ts (1)

104-104: Consider abstracting the vector database choices into a separate configuration file or module for better maintainability and scalability.

[coderabbitai]

Actionable comments posted: 1

Review Status

Configuration used: CodeRabbit UI

Commits

Files that changed from the base of the PR and between 87e5f42 and 26161be.

Files selected for processing (1)

• .changeset/calm-tables-camp.md (1 hunks)