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trustgraph/trustgraph-cli/pyproject.toml

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Migrate from setup.py to pyproject.toml (#440) * Converted setup.py to pyproject.toml * Modern package infrastructure as recommended by py docs
2025-07-23 21:22:08 +01:00
[build-system]
requires = ["setuptools>=61.0", "wheel"]
build-backend = "setuptools.build_meta"
[project]
name = "trustgraph-cli"
dynamic = ["version"]
authors = [{name = "trustgraph.ai", email = "security@trustgraph.ai"}]
description = "TrustGraph provides a means to run a pipeline of flexible AI processing components in a flexible means to achieve a processing pipeline."
readme = "README.md"
requires-python = ">=3.8"
dependencies = [
Prepare 2.2 release branch (#704)
2026-03-22 15:23:23 +00:00
"trustgraph-base>=2.2,<2.3",
Migrate from setup.py to pyproject.toml (#440) * Converted setup.py to pyproject.toml * Modern package infrastructure as recommended by py docs
2025-07-23 21:22:08 +01:00
"requests",
"pulsar-client",
"aiohttp",
"rdflib",
"tabulate",
"msgpack",
"websockets",
]
classifiers = [
"Programming Language :: Python :: 3",
"Operating System :: OS Independent",
]
[project.urls]
Homepage = "https://github.com/trustgraph-ai/trustgraph"
[project.scripts]
tg-add-library-document = "trustgraph.cli.add_library_document:main"
Fix config inconsistency (#609) * Plural/singular confusion in config key * Flow class vs flow blueprint nomenclature change * Update docs & CLI to reflect the above
2026-01-14 12:31:40 +00:00
tg-delete-flow-blueprint = "trustgraph.cli.delete_flow_blueprint:main"
Migrate from setup.py to pyproject.toml (#440) * Converted setup.py to pyproject.toml * Modern package infrastructure as recommended by py docs
2025-07-23 21:22:08 +01:00
tg-delete-mcp-tool = "trustgraph.cli.delete_mcp_tool:main"
tg-delete-kg-core = "trustgraph.cli.delete_kg_core:main"
tg-delete-tool = "trustgraph.cli.delete_tool:main"
tg-dump-msgpack = "trustgraph.cli.dump_msgpack:main"
Streaming LLM part 2 (#567) * Updates for agent API with streaming support * Added tg-dump-queues tool to dump Pulsar queues to a log * Updated tg-invoke-agent, incremental output * Queue dumper CLI - might be useful for debug * Updating for tests
2025-11-26 15:16:17 +00:00
tg-dump-queues = "trustgraph.cli.dump_queues:main"
Add tg-monitor-prompts CLI tool for prompt queue monitoring (#737) Subscribes to prompt request/response Pulsar queues, correlates messages by ID, and logs a summary with template name, truncated terms, and elapsed time. Streaming responses are accumulated and shown at completion. Supports prompt and prompt-rag queue types.
2026-03-30 16:08:46 +01:00
tg-monitor-prompts = "trustgraph.cli.monitor_prompts:main"
Fix config inconsistency (#609) * Plural/singular confusion in config key * Flow class vs flow blueprint nomenclature change * Update docs & CLI to reflect the above
2026-01-14 12:31:40 +00:00
tg-get-flow-blueprint = "trustgraph.cli.get_flow_blueprint:main"
Migrate from setup.py to pyproject.toml (#440) * Converted setup.py to pyproject.toml * Modern package infrastructure as recommended by py docs
2025-07-23 21:22:08 +01:00
tg-get-kg-core = "trustgraph.cli.get_kg_core:main"
Fix/librarian broken (#674) * Set end-of-stream cleanly - clean streaming message structures * Add tg-get-document-content
2026-03-09 13:36:24 +00:00
tg-get-document-content = "trustgraph.cli.get_document_content:main"
Migrate from setup.py to pyproject.toml (#440) * Converted setup.py to pyproject.toml * Modern package infrastructure as recommended by py docs
2025-07-23 21:22:08 +01:00
tg-graph-to-turtle = "trustgraph.cli.graph_to_turtle:main"
tg-init-trustgraph = "trustgraph.cli.init_trustgraph:main"
tg-invoke-agent = "trustgraph.cli.invoke_agent:main"
tg-invoke-document-rag = "trustgraph.cli.invoke_document_rag:main"
tg-invoke-graph-rag = "trustgraph.cli.invoke_graph_rag:main"
tg-invoke-llm = "trustgraph.cli.invoke_llm:main"
Feature/more cli diags (#624) * CLI tools for tg-invoke-graph-embeddings, tg-invoke-document-embeddings, and tg-invoke-embeddings. Just useful for diagnostics. * Fix tg-load-knowledge
2026-02-04 14:10:30 +00:00
tg-invoke-embeddings = "trustgraph.cli.invoke_embeddings:main"
tg-invoke-graph-embeddings = "trustgraph.cli.invoke_graph_embeddings:main"
tg-invoke-document-embeddings = "trustgraph.cli.invoke_document_embeddings:main"
Migrate from setup.py to pyproject.toml (#440) * Converted setup.py to pyproject.toml * Modern package infrastructure as recommended by py docs
2025-07-23 21:22:08 +01:00
tg-invoke-mcp-tool = "trustgraph.cli.invoke_mcp_tool:main"
Structured query support (#492) * Tweak the structured query schema * Structure query service * Gateway support for nlp-query and structured-query * API support * Added CLI * Update tests * More tests
2025-09-04 16:06:18 +01:00
tg-invoke-nlp-query = "trustgraph.cli.invoke_nlp_query:main"
Structured data 2 (#645) * Structured data refactor - multi-index tables, remove need for manual mods to the Cassandra tables * Tech spec updated to track implementation
2026-02-23 15:56:29 +00:00
tg-invoke-rows-query = "trustgraph.cli.invoke_rows_query:main"
SPARQL query service (#754) SPARQL 1.1 query service wrapping pub/sub triples interface Add a backend-agnostic SPARQL query service that parses SPARQL queries using rdflib, decomposes them into triple pattern lookups via the existing TriplesClient pub/sub interface, and performs in-memory joins, filters, and projections. Includes: - SPARQL parser, algebra evaluator, expression evaluator, solution sequence operations (BGP, JOIN, OPTIONAL, UNION, FILTER, BIND, VALUES, GROUP BY, ORDER BY, LIMIT/OFFSET, DISTINCT, aggregates) - FlowProcessor service with TriplesClientSpec - Gateway dispatcher, request/response translators, API spec - Python SDK method (FlowInstance.sparql_query) - CLI command (tg-invoke-sparql-query) - Tech spec (docs/tech-specs/sparql-query.md) New unit tests for SPARQL query
2026-04-02 17:21:39 +01:00
tg-invoke-sparql-query = "trustgraph.cli.invoke_sparql_query:main"
Row embeddings APIs exposed (#646) * Added row embeddings API and CLI support * Updated protocol specs * Row embeddings agent tool * Add new agent tool to CLI
2026-02-23 21:52:56 +00:00
tg-invoke-row-embeddings = "trustgraph.cli.invoke_row_embeddings:main"
Migrate from setup.py to pyproject.toml (#440) * Converted setup.py to pyproject.toml * Modern package infrastructure as recommended by py docs
2025-07-23 21:22:08 +01:00
tg-invoke-prompt = "trustgraph.cli.invoke_prompt:main"
Structured query support (#492) * Tweak the structured query schema * Structure query service * Gateway support for nlp-query and structured-query * API support * Added CLI * Update tests * More tests
2025-09-04 16:06:18 +01:00
tg-invoke-structured-query = "trustgraph.cli.invoke_structured_query:main"
Migrate from setup.py to pyproject.toml (#440) * Converted setup.py to pyproject.toml * Modern package infrastructure as recommended by py docs
2025-07-23 21:22:08 +01:00
tg-load-doc-embeds = "trustgraph.cli.load_doc_embeds:main"
tg-load-kg-core = "trustgraph.cli.load_kg_core:main"
tg-load-sample-documents = "trustgraph.cli.load_sample_documents:main"
tg-load-turtle = "trustgraph.cli.load_turtle:main"
Knowledge load utility CLI (#456) * Knowledge loader * More tests
2025-08-13 16:07:58 +01:00
tg-load-knowledge = "trustgraph.cli.load_knowledge:main"
Structured data loader cli (#498)
2025-09-05 15:38:18 +01:00
tg-load-structured-data = "trustgraph.cli.load_structured_data:main"
Fix config inconsistency (#609) * Plural/singular confusion in config key * Flow class vs flow blueprint nomenclature change * Update docs & CLI to reflect the above
2026-01-14 12:31:40 +00:00
tg-put-flow-blueprint = "trustgraph.cli.put_flow_blueprint:main"
Migrate from setup.py to pyproject.toml (#440) * Converted setup.py to pyproject.toml * Modern package infrastructure as recommended by py docs
2025-07-23 21:22:08 +01:00
tg-put-kg-core = "trustgraph.cli.put_kg_core:main"
tg-remove-library-document = "trustgraph.cli.remove_library_document:main"
tg-save-doc-embeds = "trustgraph.cli.save_doc_embeds:main"
tg-set-mcp-tool = "trustgraph.cli.set_mcp_tool:main"
tg-set-prompt = "trustgraph.cli.set_prompt:main"
tg-set-token-costs = "trustgraph.cli.set_token_costs:main"
tg-set-tool = "trustgraph.cli.set_tool:main"
tg-show-config = "trustgraph.cli.show_config:main"
Fix config inconsistency (#609) * Plural/singular confusion in config key * Flow class vs flow blueprint nomenclature change * Update docs & CLI to reflect the above
2026-01-14 12:31:40 +00:00
tg-show-flow-blueprints = "trustgraph.cli.show_flow_blueprints:main"
Migrate from setup.py to pyproject.toml (#440) * Converted setup.py to pyproject.toml * Modern package infrastructure as recommended by py docs
2025-07-23 21:22:08 +01:00
tg-show-flow-state = "trustgraph.cli.show_flow_state:main"
tg-show-flows = "trustgraph.cli.show_flows:main"
Graph query CLI tool (#679) New CLI tool that enables selective queries against the triple store unlike tg-show-graph which dumps the entire graph. Features: - Filter by subject, predicate, object, and/or named graph - Auto-detection of term types (IRI, literal, quoted triple) - Two ways to specify quoted triples: - Inline Turtle-style: -o "<<s p o>>" - Explicit flags: --qt-subject, --qt-predicate, --qt-object - Output formats: space-separated, pipe-separated, JSON, JSON Lines - Streaming mode for efficient large result sets Auto-detection rules: - http://, https://, urn:, or <wrapped> -> IRI - <<s p o>> -> quoted triple - Otherwise -> literal
2026-03-10 11:03:34 +00:00
tg-query-graph = "trustgraph.cli.query_graph:main"
Migrate from setup.py to pyproject.toml (#440) * Converted setup.py to pyproject.toml * Modern package infrastructure as recommended by py docs
2025-07-23 21:22:08 +01:00
tg-show-graph = "trustgraph.cli.show_graph:main"
tg-show-kg-cores = "trustgraph.cli.show_kg_cores:main"
tg-show-library-documents = "trustgraph.cli.show_library_documents:main"
tg-show-library-processing = "trustgraph.cli.show_library_processing:main"
tg-show-mcp-tools = "trustgraph.cli.show_mcp_tools:main"
Update flow parameter tech spec for advanced params (#537) * Add advanced mode to tech spec, fix enum description in tech spec * Updated tech-spec for controlled-by relationship between parameters * Update tg-show-flows CLI * Update tg-show-flows, tg-show-flow-classes, tg-start-flow CLI * Add tg-show-parameter-types
2025-09-26 10:55:10 +01:00
tg-show-parameter-types = "trustgraph.cli.show_parameter_types:main"
Migrate from setup.py to pyproject.toml (#440) * Converted setup.py to pyproject.toml * Modern package infrastructure as recommended by py docs
2025-07-23 21:22:08 +01:00
tg-show-processor-state = "trustgraph.cli.show_processor_state:main"
tg-show-prompts = "trustgraph.cli.show_prompts:main"
tg-show-token-costs = "trustgraph.cli.show_token_costs:main"
tg-show-token-rate = "trustgraph.cli.show_token_rate:main"
tg-show-tools = "trustgraph.cli.show_tools:main"
tg-start-flow = "trustgraph.cli.start_flow:main"
tg-unload-kg-core = "trustgraph.cli.unload_kg_core:main"
tg-start-library-processing = "trustgraph.cli.start_library_processing:main"
tg-stop-flow = "trustgraph.cli.stop_flow:main"
tg-stop-library-processing = "trustgraph.cli.stop_library_processing:main"
System startup tracker (#579)
2025-12-04 18:01:47 +00:00
tg-verify-system-status = "trustgraph.cli.verify_system_status:main"
More config cli (#466) * Extra config CLI tech spec * Describe packaging * Added CLI commands * Add tests
2025-08-22 13:36:10 +01:00
tg-list-config-items = "trustgraph.cli.list_config_items:main"
tg-get-config-item = "trustgraph.cli.get_config_item:main"
tg-put-config-item = "trustgraph.cli.put_config_item:main"
tg-delete-config-item = "trustgraph.cli.delete_config_item:main"
Collection management (#520) * Tech spec * Refactored Cassanda knowledge graph for single table * Collection management, librarian services to manage metadata and collection deletion
2025-09-18 15:57:52 +01:00
tg-list-collections = "trustgraph.cli.list_collections:main"
Collection management part 2 (#522) * Plumb collection manager into librarian * Test end-to-end
2025-09-19 16:08:47 +01:00
tg-set-collection = "trustgraph.cli.set_collection:main"
Collection management (#520) * Tech spec * Refactored Cassanda knowledge graph for single table * Collection management, librarian services to manage metadata and collection deletion
2025-09-18 15:57:52 +01:00
tg-delete-collection = "trustgraph.cli.delete_collection:main"
Subgraph provenance (#694) Replace per-triple provenance reification with subgraph model Extraction provenance previously created a full reification (statement URI, activity, agent) for every single extracted triple, producing ~13 provenance triples per knowledge triple. Since each chunk is processed by a single LLM call, this was both redundant and semantically inaccurate. Now one subgraph object is created per chunk extraction, with tg:contains linking to each extracted triple. For 20 extractions from a chunk this reduces provenance from ~260 triples to ~33. - Rename tg:reifies -> tg:contains, stmt_uri -> subgraph_uri - Replace triple_provenance_triples() with subgraph_provenance_triples() - Refactor kg-extract-definitions and kg-extract-relationships to generate provenance once per chunk instead of per triple - Add subgraph provenance to kg-extract-ontology and kg-extract-agent (previously had none) - Update CLI tools and tech specs to match Also rename tg-show-document-hierarchy to tg-show-extraction-provenance. Added extra typing for extraction provenance, fixed extraction prov CLI
2026-03-13 11:37:59 +00:00
tg-show-extraction-provenance = "trustgraph.cli.show_extraction_provenance:main"
Add explainability CLI tools (#688) Add explainability CLI tools for debugging provenance data - tg-show-document-hierarchy: Display document → page → chunk → edge hierarchy by traversing prov:wasDerivedFrom relationships - tg-list-explain-traces: List all GraphRAG sessions with questions and timestamps from the retrieval graph - tg-show-explain-trace: Show full explainability cascade for a GraphRAG session (question → exploration → focus → synthesis) These tools query the source and retrieval graphs to help debug and explore provenance/explainability data stored during document processing and GraphRAG queries.
2026-03-11 13:44:29 +00:00
tg-list-explain-traces = "trustgraph.cli.list_explain_traces:main"
tg-show-explain-trace = "trustgraph.cli.show_explain_trace:main"
Migrate from setup.py to pyproject.toml (#440) * Converted setup.py to pyproject.toml * Modern package infrastructure as recommended by py docs
2025-07-23 21:22:08 +01:00
[tool.setuptools.packages.find]
include = ["trustgraph*"]
[tool.setuptools.dynamic]
version = {attr = "trustgraph.cli_version.__version__"}
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