2025-07-23 21:22:08 +01:00
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[build-system]
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requires = ["setuptools>=61.0", "wheel"]
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build-backend = "setuptools.build_meta"
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[project]
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name = "trustgraph-cli"
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dynamic = ["version"]
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authors = [{name = "trustgraph.ai", email = "security@trustgraph.ai"}]
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description = "TrustGraph provides a means to run a pipeline of flexible AI processing components in a flexible means to achieve a processing pipeline."
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readme = "README.md"
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requires-python = ">=3.8"
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dependencies = [
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"trustgraph-base>=2.4,<2.5",
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"requests",
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"pulsar-client",
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"aiohttp",
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"rdflib",
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"tabulate",
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"msgpack",
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"websockets",
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]
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classifiers = [
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"Programming Language :: Python :: 3",
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"Operating System :: OS Independent",
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]
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[project.urls]
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Homepage = "https://github.com/trustgraph-ai/trustgraph"
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[project.scripts]
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tg-add-library-document = "trustgraph.cli.add_library_document:main"
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tg-delete-flow-blueprint = "trustgraph.cli.delete_flow_blueprint:main"
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tg-delete-mcp-tool = "trustgraph.cli.delete_mcp_tool:main"
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tg-delete-kg-core = "trustgraph.cli.delete_kg_core:main"
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tg-delete-tool = "trustgraph.cli.delete_tool:main"
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tg-dump-msgpack = "trustgraph.cli.dump_msgpack:main"
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tg-dump-queues = "trustgraph.cli.dump_queues:main"
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2026-03-30 16:08:46 +01:00
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tg-monitor-prompts = "trustgraph.cli.monitor_prompts:main"
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tg-get-flow-blueprint = "trustgraph.cli.get_flow_blueprint:main"
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tg-get-kg-core = "trustgraph.cli.get_kg_core:main"
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tg-get-document-content = "trustgraph.cli.get_document_content:main"
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tg-graph-to-turtle = "trustgraph.cli.graph_to_turtle:main"
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2026-04-23 19:23:18 +01:00
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tg-bootstrap-iam = "trustgraph.cli.bootstrap_iam:main"
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tg-invoke-agent = "trustgraph.cli.invoke_agent:main"
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tg-invoke-document-rag = "trustgraph.cli.invoke_document_rag:main"
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tg-invoke-graph-rag = "trustgraph.cli.invoke_graph_rag:main"
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tg-invoke-llm = "trustgraph.cli.invoke_llm:main"
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2026-02-04 14:10:30 +00:00
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tg-invoke-embeddings = "trustgraph.cli.invoke_embeddings:main"
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tg-invoke-graph-embeddings = "trustgraph.cli.invoke_graph_embeddings:main"
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tg-invoke-document-embeddings = "trustgraph.cli.invoke_document_embeddings:main"
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tg-invoke-mcp-tool = "trustgraph.cli.invoke_mcp_tool:main"
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2025-09-04 16:06:18 +01:00
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tg-invoke-nlp-query = "trustgraph.cli.invoke_nlp_query:main"
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2026-02-23 15:56:29 +00:00
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tg-invoke-rows-query = "trustgraph.cli.invoke_rows_query:main"
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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
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tg-invoke-sparql-query = "trustgraph.cli.invoke_sparql_query:main"
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2026-02-23 21:52:56 +00:00
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tg-invoke-row-embeddings = "trustgraph.cli.invoke_row_embeddings:main"
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tg-invoke-prompt = "trustgraph.cli.invoke_prompt:main"
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2025-09-04 16:06:18 +01:00
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tg-invoke-structured-query = "trustgraph.cli.invoke_structured_query:main"
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tg-load-doc-embeds = "trustgraph.cli.load_doc_embeds:main"
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tg-load-kg-core = "trustgraph.cli.load_kg_core:main"
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tg-load-sample-documents = "trustgraph.cli.load_sample_documents:main"
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tg-load-turtle = "trustgraph.cli.load_turtle:main"
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2025-08-13 16:07:58 +01:00
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tg-load-knowledge = "trustgraph.cli.load_knowledge:main"
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2025-09-05 15:38:18 +01:00
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tg-load-structured-data = "trustgraph.cli.load_structured_data:main"
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tg-put-flow-blueprint = "trustgraph.cli.put_flow_blueprint:main"
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tg-put-kg-core = "trustgraph.cli.put_kg_core:main"
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tg-remove-library-document = "trustgraph.cli.remove_library_document:main"
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tg-save-doc-embeds = "trustgraph.cli.save_doc_embeds:main"
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tg-set-mcp-tool = "trustgraph.cli.set_mcp_tool:main"
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tg-set-prompt = "trustgraph.cli.set_prompt:main"
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tg-set-token-costs = "trustgraph.cli.set_token_costs:main"
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tg-set-tool = "trustgraph.cli.set_tool:main"
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tg-show-config = "trustgraph.cli.show_config:main"
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tg-show-flow-blueprints = "trustgraph.cli.show_flow_blueprints:main"
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tg-show-flow-state = "trustgraph.cli.show_flow_state:main"
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tg-show-flows = "trustgraph.cli.show_flows:main"
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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
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tg-query-graph = "trustgraph.cli.query_graph:main"
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tg-show-graph = "trustgraph.cli.show_graph:main"
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tg-show-kg-cores = "trustgraph.cli.show_kg_cores:main"
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tg-show-library-documents = "trustgraph.cli.show_library_documents:main"
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tg-show-library-processing = "trustgraph.cli.show_library_processing:main"
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tg-show-mcp-tools = "trustgraph.cli.show_mcp_tools:main"
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tg-show-parameter-types = "trustgraph.cli.show_parameter_types:main"
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tg-show-processor-state = "trustgraph.cli.show_processor_state:main"
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tg-show-prompts = "trustgraph.cli.show_prompts:main"
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tg-show-token-costs = "trustgraph.cli.show_token_costs:main"
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tg-show-token-rate = "trustgraph.cli.show_token_rate:main"
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tg-show-tools = "trustgraph.cli.show_tools:main"
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tg-start-flow = "trustgraph.cli.start_flow:main"
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tg-unload-kg-core = "trustgraph.cli.unload_kg_core:main"
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tg-start-library-processing = "trustgraph.cli.start_library_processing:main"
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tg-stop-flow = "trustgraph.cli.stop_flow:main"
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tg-stop-library-processing = "trustgraph.cli.stop_library_processing:main"
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tg-verify-system-status = "trustgraph.cli.verify_system_status:main"
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tg-list-config-items = "trustgraph.cli.list_config_items:main"
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tg-get-config-item = "trustgraph.cli.get_config_item:main"
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tg-put-config-item = "trustgraph.cli.put_config_item:main"
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tg-delete-config-item = "trustgraph.cli.delete_config_item:main"
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feat: workspace-based multi-tenancy, replacing user as tenancy axis (#840)
Introduces `workspace` as the isolation boundary for config, flows,
library, and knowledge data. Removes `user` as a schema-level field
throughout the code, API specs, and tests; workspace provides the
same separation more cleanly at the trusted flow.workspace layer
rather than through client-supplied message fields.
Design
------
- IAM tech spec (docs/tech-specs/iam.md) documents current state,
proposed auth/access model, and migration direction.
- Data ownership model (docs/tech-specs/data-ownership-model.md)
captures the workspace/collection/flow hierarchy.
Schema + messaging
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- Drop `user` field from AgentRequest/Step, GraphRagQuery,
DocumentRagQuery, Triples/Graph/Document/Row EmbeddingsRequest,
Sparql/Rows/Structured QueryRequest, ToolServiceRequest.
- Keep collection/workspace routing via flow.workspace at the
service layer.
- Translators updated to not serialise/deserialise user.
API specs
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- OpenAPI schemas and path examples cleaned of user fields.
- Websocket async-api messages updated.
- Removed the unused parameters/User.yaml.
Services + base
---------------
- Librarian, collection manager, knowledge, config: all operations
scoped by workspace. Config client API takes workspace as first
positional arg.
- `flow.workspace` set at flow start time by the infrastructure;
no longer pass-through from clients.
- Tool service drops user-personalisation passthrough.
CLI + SDK
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- tg-init-workspace and workspace-aware import/export.
- All tg-* commands drop user args; accept --workspace.
- Python API/SDK (flow, socket_client, async_*, explainability,
library) drop user kwargs from every method signature.
MCP server
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- All tool endpoints drop user parameters; socket_manager no longer
keyed per user.
Flow service
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- Closure-based topic cleanup on flow stop: only delete topics
whose blueprint template was parameterised AND no remaining
live flow (across all workspaces) still resolves to that topic.
Three scopes fall out naturally from template analysis:
* {id} -> per-flow, deleted on stop
* {blueprint} -> per-blueprint, kept while any flow of the
same blueprint exists
* {workspace} -> per-workspace, kept while any flow in the
workspace exists
* literal -> global, never deleted (e.g. tg.request.librarian)
Fixes a bug where stopping a flow silently destroyed the global
librarian exchange, wedging all library operations until manual
restart.
RabbitMQ backend
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- heartbeat=60, blocked_connection_timeout=300. Catches silently
dead connections (broker restart, orphaned channels, network
partitions) within ~2 heartbeat windows, so the consumer
reconnects and re-binds its queue rather than sitting forever
on a zombie connection.
Tests
-----
- Full test refresh: unit, integration, contract, provenance.
- Dropped user-field assertions and constructor kwargs across
~100 test files.
- Renamed user-collection isolation tests to workspace-collection.
2026-04-21 23:23:01 +01:00
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tg-export-workspace-config = "trustgraph.cli.export_workspace_config:main"
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tg-import-workspace-config = "trustgraph.cli.import_workspace_config:main"
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2025-09-18 15:57:52 +01:00
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tg-list-collections = "trustgraph.cli.list_collections:main"
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tg-set-collection = "trustgraph.cli.set_collection:main"
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tg-delete-collection = "trustgraph.cli.delete_collection:main"
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2026-03-13 11:37:59 +00:00
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tg-show-extraction-provenance = "trustgraph.cli.show_extraction_provenance:main"
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2026-03-11 13:44:29 +00:00
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tg-list-explain-traces = "trustgraph.cli.list_explain_traces:main"
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tg-show-explain-trace = "trustgraph.cli.show_explain_trace:main"
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[tool.setuptools.packages.find]
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include = ["trustgraph*"]
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[tool.setuptools.dynamic]
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version = {attr = "trustgraph.cli_version.__version__"}
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