Codebase Q&A FAQs

Question 1

How does Codebase Q&A offer zero cloud API cost?

Accepted Answer

It leverages a local RAG pipeline, utilizing Ollama to run large language models (like llama3.2) and embedding models (nomic-embed-text) directly on your machine. All data processing and AI inference occur locally, eliminating cloud API expenses.

Question 2

What is Codebase Q&A?

Accepted Answer

Codebase Q&A is an AI-powered agent and MCP server that integrates with Claude Desktop. It enables autonomous ingestion of public GitHub repositories and answers natural language questions about the codebase using a 100% local RAG pipeline.

Question 3

Does Codebase Q&A integrate with Claude Desktop?

Accepted Answer

Yes, it integrates seamlessly with Claude Desktop via the Model Context Protocol (MCP). It exposes several MCP tools, allowing Claude Desktop to autonomously ingest, query, and manage repositories directly.

Question 4

What kind of questions can I ask about a codebase?

Accepted Answer

You can ask detailed natural language questions about an ingested GitHub repository, such as 'Where is the authentication logic?', 'How is the database configured?', or 'Explain the main components of this API', to gain deep insights into the code.

Question 5

Can I interact with Codebase Q&A programmatically?

Accepted Answer

Absolutely. In addition to Claude Desktop integration, Codebase Q&A provides a comprehensive REST API, allowing developers to programmatically ingest repositories, check their status, query codebases, and manage stored data.

Codebase Q&A

Codebase Q&A

Características Principales

Casos de Uso

Características Principales

Casos de Uso