Ask questions across thousands of repos using Gemini

Virtual Reality GAIadmin August 6, 2025 0 Comments

Ask questions across thousands of repos using Gemini

Revolutionizing Codebase Inquiry with Gemini: Introducing Ask Sourcebot

In the fast-paced world of software development, accessing comprehensive insights into complex codebases can be a significant challenge. Recognizing this need, the development team behind Sourcebot has launched an innovative tool designed to streamline code exploration and understanding — leveraging the power of advanced language models, particularly Gemini 2.5 Pro.

Introducing Ask Sourcebot: An Intelligent, Context-Aware Search Assistant

Ask Sourcebot is an agentic search solution that allows developers to pose intricate, natural language questions across extensive repositories. Whether you are investigating authentication mechanisms, exploring concurrency controls in Go, or understanding memory layouts in sophisticated engines, Sourcebot provides structured, detailed responses with precise inline citations linked directly to relevant code snippets.

This versatile tool can be integrated with any preferred language model provider, offering flexibility tailored to diverse development environments. Currently, the team reports exceptional results using Gemini 2.5 Pro, improving accuracy and responsiveness in code comprehension tasks.

For those eager to experience its capabilities firsthand, a live demo is readily available: https://demo.sourcebot.dev

Example Use Cases

Here are some sample questions that demonstrate the platform’s potential:

“How does authentication work in this codebase? What library is being used? What providers can a user log in with?”
“When should I use channels versus mutexes in Go? Find real examples of both and include them in your answer.”
“How are shards laid out in memory in the Zoekt code search engine?”
“How do I call C functions from Rust?”

Each query returns a detailed, context-rich response with embedded references, saving developers valuable time and reducing cognitive load.

How Does Sourcebot Differ from Existing Code-Learning Tools?

While tools like Cursor or Claude offer code assistance and AI-driven insights, Sourcebot distinguishes itself through a dedicated focus on code understanding. The primary challenge in development isn’t just writing code, but obtaining the necessary context to make cohesive, high-quality modifications — whether you’re a developer or an AI model.

Moreover, Sourcebot’s web-based interface enhances user experience beyond traditional IDE plugins or terminal commands. Its rich UX incorporates features like code navigation, file exploration, syntax highlighting, and Markdown-rendered responses, making collaboration more straightforward with inline citations and team mentions.