Return the file path of the best-matching Function among candidates.

Execute a tree-sitter query and return captures in backward-compatible format. This function provides compatibility with the old tree-si

Proxy method to get a session from the underlying driver.

Resolve all function calls and return grouped CALLS payloads. Return order: (fn_to_fn, fn_to_class, fn_to_interface, fn_to_object, file_

Log warning message if log level allows

Log info message if log level allows

Log error message if log level allows

Run the SCIP indexer for `lang` on `project_path`. Returns path to index.scip, or None if the indexer failed / is not installed.

Loads configuration and credentials from various sources into environment variables. Uses per-variable precedence - each variable is loaded f

Write debug message to a file if DEBUG_LOGS is enabled

Closes the Neo4j driver connection if it exists.

Determine the database backend type dynamically.

Initializes and returns core service managers based on the resolved context. Returns (db_manager, graph_builder, code_finder, resolved_contex

Gets the Neo4j driver instance, creating it if it doesn't exist. This method is thread-safe. Raises: ValueError:

Return a GraphBuilder with a fake driver. Skips full __init__ setup.

Get the global TreeSitterManager instance (singleton pattern). Returns: The global TreeSitterManager instance

Execute a database write operation with full transaction and retry support. For Neo4j/Nornic, utilizes managed transactions (execute_write or

Get a cached Language object for the specified language. This method is thread-safe and caches languages to avoid repeated l

Execute a Cypher query on FalkorDB.

Create a new Parser instance for the specified language. IMPORTANT: Parsers are NOT thread-safe and should not be shared acr

Generate and persist embeddings for all un-embedded Function nodes in repo.

Write src to a temp file and parse it.

Get a specific configuration value.

Normalize a path to use forward slashes for cross-platform DB consistency. On Windows, Path.resolve() returns backslashes which breaks STARTS WIT

Return single result record as a FalkorDBRecord.

Resolve a single function call to its target. Returns call params dict or None if skipped.

Get the S-expression representation of this node.

Returns True if the file should be ignored. Note on directory-only patterns (e.g. `build/`): Since we match on the path strin

Convert raw node/edge dicts from a graph query into a JSON-serialisable structure understood by the CGC web visualiser. Parameters -

Truncate *text* to the configured budget and append a visible notice. Reads two independent config knobs at call time so live changes are res

Reset the singleton so each test starts fresh.

Get the string content of this node.

Abort the CLI command when database/services could not be initialized.

Return the receiver type CGC can resolve, e.g. 'List<T>?' -> 'List'.

* Parse a slice of UTF8 text. * * @param {string | ParseCallback} callback - The UTF8-encoded text to parse or a callback function. * * @p

Return a get_config_value side_effect that serves fixed values.

Mirror the logic in analyze_complexity.

Create a shallow copy of the syntax tree. This is very fast.

Check if a language is available without raising exceptions. Args: lang: Language name Retu