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Sourcebot

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Effortlessly search, summarize, and cite relevant code across multiple repositories.

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Overview

Sourcebot is a self-hosted code-understanding platform that uses LLM-powered search and agentic “Ask” interactions to find, summarize, and cite relevant code across repositories while keeping data on your infrastructure.

Key Features:

  • Agentic “Ask” mode that searches, navigates, and returns summarized answers with inline citations
  • Blazingly fast, precise code search across many repositories
  • Self-hosted Docker deployment with Bring-Your-Own-LLM support and integrations for GitHub, GitLab, Bitbucket, and Gerrit

Use Cases:

  • Onboard new engineers quickly by letting them ask questions about the codebase
  • Understand and refactor large or legacy codebases during maintenance or modernization
  • Run private, enterprise-grade code search and assistants on-prem for sensitive projects

Benefits:

  • Full data control and on-prem deployment—no data leaves your environment
  • Faster time-to-answer and improved developer productivity
  • Scales to thousands of repositories and fits existing code hosts and LLM workflows

Capabilities

  • Search and retrieve relevant code across repositories by connecting to GitHub, GitLab, Bitbucket, Gerrit, and other code hosts with Sourcebot
  • Answer questions in plain English about your entire codebase by using Agentic Search to search, navigate, and find relevant code context and summarize answers with inline citations
  • Perform agentic search that autonomously navigates your codebase to locate and extract pertinent code context for queries
  • Summarize query results and code findings with inline citations to the original source locations
  • Search code across large codebases with blazingly fast, precise code search
  • Deploy Sourcebot as a self-hosted Docker container on-premises to keep data local
  • Accept user-provided LLM API keys to run Agentic Search and MCP with your chosen model provider
  • Host an MCP (Model Control Plane) server to manage model interactions within your deployment
  • Scale to index and query thousands of repositories for large projects and organizations
  • Share AI-generated answers and search results with team members to align knowledge across the team
  • Integrate with SSO, OAuth, and IAP for enterprise authentication and access control (Enterprise Edition)
  • Provide an analytics dashboard to monitor usage and performance (Enterprise Edition)
  • Create and manage search contexts to scope and focus code searches (Enterprise Edition)
  • Provide code navigation across repositories (Enterprise Edition)
  • Deploy Sourcebot as a single Docker image for simplified installation
  • Run Agentic Search using any supported model provider

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