Determine the primary domain/type of the repository - EXACT SAME

Error response for streaming

Extract files from directory.

Extract files from ZIP archive.

Extract Mermaid diagrams from content - EXACT SAME

Fallback processing when LangGraph is not available

Enhanced fallback streaming

Non-streaming generation

Generate an AI-powered title - async version

Generate comprehensive page content using AI - async version.

Generate comprehensive structure XML - FULL VERSION

Generate specific tool usage instructions

Background task for wiki generation using asyncio

Generate wiki structure using AI

Helper to find the ID of the function/method/class containing the ast_node.

Determine the type of match found.

Generates a module ID from a file path already relative to the project root. Example: src/components/Button.js -> src.components.Butt

Identifies the project type based on file structure and package.json.

Check if title is generic and needs AI enhancement

Load and prepare graph data for searching.

Load API keys from environment variables

Convert ObjectIds and other non-serializable objects to strings

Parse AI response into WikiStructure object - EXACT SAME AS original

Process chat with streaming using LangGraph astream_events

Streaming generation

Updates the self.parsers mapping based on the identified project type.

Validate and fix common issues in parsed wiki structure

Verify Anthropic API key by making a simple request.

Verify Gemini API key by making a simple request.

Verify Groq API key by making a simple request.

Verify OpenAI API key by making a simple request.

Comprehensive repository analysis like the deepwiki

* Applies smart filtering to graph data with intelligent connection remapping

Basic usage examples

Breadth-first search traversal from a starting node

* Builds adjacency map for efficient graph traversal

* Recursively builds the hierarchy by finding connected nodes

Build a hierarchical folder structure for frontend display

Chunk documents for processing

Clean up temporary files.

Create a progress callback function for streaming updates

Create both access and refresh tokens

Delete all files for a specific repository.

Delete user's API key for a specific provider

Demonstrate the clean, simple API.

Demonstrate real-world usage scenarios for the advanced tools.

* Determines the usage pattern description

Depth-first search traversal from a starting node

Download repository from URL or use existing one

* Finds the function scope for a given line

* Finds paths through filtered nodes to create remapped connections

Trace data flow from a starting node. Args: start_node: Starting node ID end_node: Optional ending n

Find external dependencies and third-party imports. Returns: GraphGenerator subgraph containing external depende

Find potential security hotspots in the code. Returns: GraphGenerator subgraph containing security-sensitive cod

Find shortest path between two nodes using BFS

Find code structures similar to a given pattern. Args: pattern_subgraph: GraphGenerator containing the pattern t