Utilize the vector store to retrieve all data related to files and collections, ensuring quick and relevant access to items.

[TimPietrusky]

User Story

Title: Enhance File and Collection Access with Vector Store

As a user of Captain,

I want the vector store to be utilized for retrieving data related to files and collections,

So that I can have quick and relevant access to the items I need.

Acceptance Criteria (Behavior Outline)

Feature: Utilize Vector Store for Enhanced Data Retrieval

  Scenario: Accessing files and collections
    Given the user queries for files or collections within Captain
    When the query is processed
    Then the vector store is utilized to retrieve and display the most relevant results based on the query

  Scenario: Enhanced retrieval performance
    Given a large number of files and collections are stored within Captain
    When the user performs a search or access operation
    Then the vector store facilitates quick and efficient access to the requested items

Potential Subtasks

• Implement integration between the Explorer and the vector store for query processing.
• Design a relevance algorithm or use existing vector store capabilities to rank search and access results.
• Optimize the data structure within the vector store for efficient file and collection retrieval.
• Conduct performance testing to ensure quick access times, even with large datasets.

[TimPietrusky]

🎉 This issue has been resolved in version 1.0.0-alpha.31 🎉

The release is available on GitHub release

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