Index

A

assign_color_to_prefix() (in module kg_chat.utils)

C

category (kg_chat.schema.graph_schema.Node attribute) chat() (kg_chat.main.KnowledgeGraphChat method) clear_database() (kg_chat.implementations.duckdb_implementation.DuckDBImplementation method) (kg_chat.implementations.DuckDBImplementation method) (kg_chat.implementations.neo4j_implementation.Neo4jImplementation method) (kg_chat.implementations.Neo4jImplementation method) (kg_chat.interface.database_interface.DatabaseInterface method) (kg_chat.interface.DatabaseInterface method) create_app() (in module kg_chat.app) create_edges() (kg_chat.implementations.duckdb_implementation.DuckDBImplementation method) (kg_chat.implementations.DuckDBImplementation method) (kg_chat.implementations.neo4j_implementation.Neo4jImplementation method) (kg_chat.implementations.Neo4jImplementation method) (kg_chat.interface.database_interface.DatabaseInterface method) (kg_chat.interface.DatabaseInterface method)

create_nodes() (kg_chat.implementations.duckdb_implementation.DuckDBImplementation method) (kg_chat.implementations.DuckDBImplementation method) (kg_chat.implementations.neo4j_implementation.Neo4jImplementation method) (kg_chat.implementations.Neo4jImplementation method) (kg_chat.interface.database_interface.DatabaseInterface method) (kg_chat.interface.DatabaseInterface method) create_vectorstore() (in module kg_chat.utils)

D

DatabaseInterface (class in kg_chat.interface) (class in kg_chat.interface.database_interface)

DuckDBImplementation (class in kg_chat.implementations) (class in kg_chat.implementations.duckdb_implementation)

E

Edge (class in kg_chat.schema.graph_schema) edges (kg_chat.schema.graph_schema.GraphSchema attribute) ensure_index() (kg_chat.implementations.neo4j_implementation.Neo4jImplementation method) (kg_chat.implementations.Neo4jImplementation method) execute_query() (kg_chat.implementations.duckdb_implementation.DuckDBImplementation method) (kg_chat.implementations.DuckDBImplementation method) (kg_chat.implementations.neo4j_implementation.Neo4jImplementation method) (kg_chat.implementations.Neo4jImplementation method) (kg_chat.interface.database_interface.DatabaseInterface method) (kg_chat.interface.DatabaseInterface method) (kg_chat.main.KnowledgeGraphChat method) execute_query_using_langchain() (kg_chat.implementations.duckdb_implementation.DuckDBImplementation method) (kg_chat.implementations.DuckDBImplementation method) (kg_chat.implementations.neo4j_implementation.Neo4jImplementation method) (kg_chat.implementations.Neo4jImplementation method) (kg_chat.interface.database_interface.DatabaseInterface method) (kg_chat.interface.DatabaseInterface method)

execute_unsafe_operation() (kg_chat.implementations.duckdb_implementation.DuckDBImplementation method) (kg_chat.implementations.DuckDBImplementation method) (kg_chat.implementations.neo4j_implementation.Neo4jImplementation method) (kg_chat.implementations.Neo4jImplementation method) (kg_chat.interface.database_interface.DatabaseInterface method) (kg_chat.interface.DatabaseInterface method) extract_nodes_edges() (in module kg_chat.utils)

G

generate_random_color() (in module kg_chat.utils) get_anthropic_models() (in module kg_chat.utils) get_cypher_agent_prompt_template() (in module kg_chat.utils) get_database_impl() (in module kg_chat.utils) get_exisiting_vectorstore() (in module kg_chat.utils) get_human_response() (kg_chat.implementations.duckdb_implementation.DuckDBImplementation method) (kg_chat.implementations.DuckDBImplementation method) (kg_chat.implementations.neo4j_implementation.Neo4jImplementation method) (kg_chat.implementations.Neo4jImplementation method) (kg_chat.interface.database_interface.DatabaseInterface method) (kg_chat.interface.DatabaseInterface method) (kg_chat.main.KnowledgeGraphChat method)

get_lbl_cborg_models() (in module kg_chat.utils) get_llm_config() (in module kg_chat.utils) get_ollama_models() (in module kg_chat.utils) get_openai_models() (in module kg_chat.utils) get_sql_agent_prompt_template() (in module kg_chat.utils) get_structured_response() (kg_chat.implementations.duckdb_implementation.DuckDBImplementation method) (kg_chat.implementations.DuckDBImplementation method) (kg_chat.implementations.neo4j_implementation.Neo4jImplementation method) (kg_chat.implementations.Neo4jImplementation method) (kg_chat.interface.database_interface.DatabaseInterface method) (kg_chat.interface.DatabaseInterface method) (kg_chat.main.KnowledgeGraphChat method) GraphSchema (class in kg_chat.schema.graph_schema)

I

id (kg_chat.schema.graph_schema.Node attribute) initialize_agent() (kg_chat.implementations.neo4j_implementation.Neo4jImplementation static method) (kg_chat.implementations.Neo4jImplementation static method) is_safe_command() (kg_chat.implementations.duckdb_implementation.DuckDBImplementation method) (kg_chat.implementations.DuckDBImplementation method) (kg_chat.implementations.neo4j_implementation.Neo4jImplementation method) (kg_chat.implementations.Neo4jImplementation method) (kg_chat.interface.database_interface.DatabaseInterface method) (kg_chat.interface.DatabaseInterface method)

K

kg_chat module kg_chat.app module kg_chat.cli module kg_chat.constants module kg_chat.implementations module kg_chat.implementations.duckdb_implementation module kg_chat.implementations.neo4j_implementation module

kg_chat.interface module kg_chat.interface.database_interface module kg_chat.main module kg_chat.schema module kg_chat.schema.graph_schema module kg_chat.utils module KnowledgeGraphChat (class in kg_chat.main)

L

label (kg_chat.schema.graph_schema.Node attribute) llm_factory() (in module kg_chat.utils) load_database() (kg_chat.main.KnowledgeGraphChat method) load_kg() (kg_chat.implementations.duckdb_implementation.DuckDBImplementation method) (kg_chat.implementations.DuckDBImplementation method) (kg_chat.implementations.neo4j_implementation.Neo4jImplementation method) (kg_chat.implementations.Neo4jImplementation method) (kg_chat.interface.database_interface.DatabaseInterface method) (kg_chat.interface.DatabaseInterface method)

M

model_computed_fields (kg_chat.schema.graph_schema.Edge attribute) (kg_chat.schema.graph_schema.GraphSchema attribute) (kg_chat.schema.graph_schema.Node attribute) model_config (kg_chat.schema.graph_schema.Edge attribute) (kg_chat.schema.graph_schema.GraphSchema attribute) (kg_chat.schema.graph_schema.Node attribute) model_fields (kg_chat.schema.graph_schema.Edge attribute) (kg_chat.schema.graph_schema.GraphSchema attribute) (kg_chat.schema.graph_schema.Node attribute) module kg_chat kg_chat.app kg_chat.cli kg_chat.constants kg_chat.implementations kg_chat.implementations.duckdb_implementation kg_chat.implementations.neo4j_implementation kg_chat.interface kg_chat.interface.database_interface kg_chat.main kg_chat.schema kg_chat.schema.graph_schema kg_chat.utils

N

Neo4jImplementation (class in kg_chat.implementations) (class in kg_chat.implementations.neo4j_implementation)

Node (class in kg_chat.schema.graph_schema) nodes (kg_chat.schema.graph_schema.GraphSchema attribute)

O

object (kg_chat.schema.graph_schema.Edge attribute)

P

predicate (kg_chat.schema.graph_schema.Edge attribute)

S

show_schema() (kg_chat.implementations.duckdb_implementation.DuckDBImplementation method) (kg_chat.implementations.DuckDBImplementation method) (kg_chat.implementations.neo4j_implementation.Neo4jImplementation method) (kg_chat.implementations.Neo4jImplementation method) (kg_chat.interface.database_interface.DatabaseInterface method) (kg_chat.interface.DatabaseInterface method)

split_documents() (in module kg_chat.utils) structure_query() (in module kg_chat.utils) subject (kg_chat.schema.graph_schema.Edge attribute)

T

to_dict() (kg_chat.schema.graph_schema.GraphSchema method) to_json() (kg_chat.schema.graph_schema.GraphSchema method) toggle_safe_mode() (kg_chat.implementations.duckdb_implementation.DuckDBImplementation method) (kg_chat.implementations.DuckDBImplementation method) (kg_chat.implementations.neo4j_implementation.Neo4jImplementation method) (kg_chat.implementations.Neo4jImplementation method) (kg_chat.interface.database_interface.DatabaseInterface method) (kg_chat.interface.DatabaseInterface method)

V

visualize_kg() (in module kg_chat.utils)