Codebase RAG FAQs

Question 1

What is Codebase RAG?

Accepted Answer

Codebase RAG is a powerful developer tool designed for semantic codebase search and efficient file retrieval. It uses advanced embeddings and a PostgreSQL database to help you navigate and understand your code more effectively.

Question 2

How does Codebase RAG perform semantic code search?

Accepted Answer

It leverages Voyage embedding models to convert your natural language queries into vectors. It then searches for code snippets based on semantic similarity, allowing you to find relevant code even if your query doesn't match keywords directly.

Question 3

Can I retrieve the full content of a file using Codebase RAG?

Accepted Answer

Yes, Codebase RAG includes a 'get_file_content' tool that enables you to fetch the entire content of any specified file within your tracked codebase, making it easy to access code details quickly.

Question 4

What are the core technical requirements for Codebase RAG?

Accepted Answer

To run Codebase RAG, you will need a PostgreSQL database and an API key from Voyage API for the embedding model. These, along with specific table names, are configured via environment variables.

Question 5

Is Codebase RAG an open-source project?

Accepted Answer

Yes, Codebase RAG is licensed under the MIT License. This means you are free to use, modify, and distribute the software according to the terms of the license.

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