trustgraph/trustgraph-flow/pyproject.toml
cybermaggedon 89be656990
Release/v1.2 (#457)
* Bump setup.py versions for 1.1

* PoC MCP server (#419)

* Very initial MCP server PoC for TrustGraph

* Put service on port 8000

* Add MCP container and packages to buildout

* Update docs for API/CLI changes in 1.0 (#421)

* Update some API basics for the 0.23/1.0 API change

* Add MCP container push (#425)

* Add command args to the MCP server (#426)

* Host and port parameters

* Added websocket arg

* More docs

* MCP client support (#427)

- MCP client service
- Tool request/response schema
- API gateway support for mcp-tool
- Message translation for tool request & response
- Make mcp-tool using configuration service for information
  about where the MCP services are.

* Feature/react call mcp (#428)

Key Features

  - MCP Tool Integration: Added core MCP tool support with ToolClientSpec and ToolClient classes
  - API Enhancement: New mcp_tool method for flow-specific tool invocation
  - CLI Tooling: New tg-invoke-mcp-tool command for testing MCP integration
  - React Agent Enhancement: Fixed and improved multi-tool invocation capabilities
  - Tool Management: Enhanced CLI for tool configuration and management

Changes

  - Added MCP tool invocation to API with flow-specific integration
  - Implemented ToolClientSpec and ToolClient for tool call handling
  - Updated agent-manager-react to invoke MCP tools with configurable types
  - Enhanced CLI with new commands and improved help text
  - Added comprehensive documentation for new CLI commands
  - Improved tool configuration management

Testing

  - Added tg-invoke-mcp-tool CLI command for isolated MCP integration testing
  - Enhanced agent capability to invoke multiple tools simultaneously

* Test suite executed from CI pipeline (#433)

* Test strategy & test cases

* Unit tests

* Integration tests

* Extending test coverage (#434)

* Contract tests

* Testing embeedings

* Agent unit tests

* Knowledge pipeline tests

* Turn on contract tests

* Increase storage test coverage (#435)

* Fixing storage and adding tests

* PR pipeline only runs quick tests

* Empty configuration is returned as empty list, previously was not in response (#436)

* Update config util to take files as well as command-line text (#437)

* Updated CLI invocation and config model for tools and mcp (#438)

* Updated CLI invocation and config model for tools and mcp

* CLI anomalies

* Tweaked the MCP tool implementation for new model

* Update agent implementation to match the new model

* Fix agent tools, now all tested

* Fixed integration tests

* Fix MCP delete tool params

* Update Python deps to 1.2

* Update to enable knowledge extraction using the agent framework (#439)

* Implement KG extraction agent (kg-extract-agent)

* Using ReAct framework (agent-manager-react)
 
* ReAct manager had an issue when emitting JSON, which conflicts which ReAct manager's own JSON messages, so refactored ReAct manager to use traditional ReAct messages, non-JSON structure.
 
* Minor refactor to take the prompt template client out of prompt-template so it can be more readily used by other modules. kg-extract-agent uses this framework.

* Migrate from setup.py to pyproject.toml (#440)

* Converted setup.py to pyproject.toml

* Modern package infrastructure as recommended by py docs

* Install missing build deps (#441)

* Install missing build deps (#442)

* Implement logging strategy (#444)

* Logging strategy and convert all prints() to logging invocations

* Fix/startup failure (#445)

* Fix loggin startup problems

* Fix logging startup problems (#446)

* Fix logging startup problems (#447)

* Fixed Mistral OCR to use current API (#448)

* Fixed Mistral OCR to use current API

* Added PDF decoder tests

* Fix Mistral OCR ident to be standard pdf-decoder (#450)

* Fix Mistral OCR ident to be standard pdf-decoder

* Correct test

* Schema structure refactor (#451)

* Write schema refactor spec

* Implemented schema refactor spec

* Structure data mvp (#452)

* Structured data tech spec

* Architecture principles

* New schemas

* Updated schemas and specs

* Object extractor

* Add .coveragerc

* New tests

* Cassandra object storage

* Trying to object extraction working, issues exist

* Validate librarian collection (#453)

* Fix token chunker, broken API invocation (#454)

* Fix token chunker, broken API invocation (#455)

* Knowledge load utility CLI (#456)

* Knowledge loader

* More tests
2025-08-18 20:56:09 +01:00

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TOML

[build-system]
requires = ["setuptools>=61.0", "wheel"]
build-backend = "setuptools.build_meta"
[project]
name = "trustgraph-flow"
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 = [
"trustgraph-base>=1.2,<1.3",
"aiohttp",
"anthropic",
"cassandra-driver",
"cohere",
"cryptography",
"falkordb",
"fastembed",
"google-genai",
"ibis",
"jsonschema",
"langchain",
"langchain-community",
"langchain-core",
"langchain-text-splitters",
"mcp",
"minio",
"mistralai",
"neo4j",
"ollama",
"openai",
"pinecone[grpc]",
"prometheus-client",
"pulsar-client",
"pymilvus",
"pypdf",
"pyyaml",
"qdrant-client",
"rdflib",
"requests",
"tabulate",
"tiktoken",
"urllib3",
]
classifiers = [
"Programming Language :: Python :: 3",
"Operating System :: OS Independent",
]
[project.urls]
Homepage = "https://github.com/trustgraph-ai/trustgraph"
[project.scripts]
agent-manager-react = "trustgraph.agent.react:run"
api-gateway = "trustgraph.gateway:run"
chunker-recursive = "trustgraph.chunking.recursive:run"
chunker-token = "trustgraph.chunking.token:run"
config-svc = "trustgraph.config.service:run"
de-query-milvus = "trustgraph.query.doc_embeddings.milvus:run"
de-query-pinecone = "trustgraph.query.doc_embeddings.pinecone:run"
de-query-qdrant = "trustgraph.query.doc_embeddings.qdrant:run"
de-write-milvus = "trustgraph.storage.doc_embeddings.milvus:run"
de-write-pinecone = "trustgraph.storage.doc_embeddings.pinecone:run"
de-write-qdrant = "trustgraph.storage.doc_embeddings.qdrant:run"
document-embeddings = "trustgraph.embeddings.document_embeddings:run"
document-rag = "trustgraph.retrieval.document_rag:run"
embeddings-fastembed = "trustgraph.embeddings.fastembed:run"
embeddings-ollama = "trustgraph.embeddings.ollama:run"
ge-query-milvus = "trustgraph.query.graph_embeddings.milvus:run"
ge-query-pinecone = "trustgraph.query.graph_embeddings.pinecone:run"
ge-query-qdrant = "trustgraph.query.graph_embeddings.qdrant:run"
ge-write-milvus = "trustgraph.storage.graph_embeddings.milvus:run"
ge-write-pinecone = "trustgraph.storage.graph_embeddings.pinecone:run"
ge-write-qdrant = "trustgraph.storage.graph_embeddings.qdrant:run"
graph-embeddings = "trustgraph.embeddings.graph_embeddings:run"
graph-rag = "trustgraph.retrieval.graph_rag:run"
kg-extract-agent = "trustgraph.extract.kg.agent:run"
kg-extract-definitions = "trustgraph.extract.kg.definitions:run"
kg-extract-objects = "trustgraph.extract.kg.objects:run"
kg-extract-relationships = "trustgraph.extract.kg.relationships:run"
kg-extract-topics = "trustgraph.extract.kg.topics:run"
kg-manager = "trustgraph.cores:run"
kg-store = "trustgraph.storage.knowledge:run"
librarian = "trustgraph.librarian:run"
mcp-tool = "trustgraph.agent.mcp_tool:run"
metering = "trustgraph.metering:run"
objects-write-cassandra = "trustgraph.storage.objects.cassandra:run"
oe-write-milvus = "trustgraph.storage.object_embeddings.milvus:run"
pdf-decoder = "trustgraph.decoding.pdf:run"
pdf-ocr-mistral = "trustgraph.decoding.mistral_ocr:run"
prompt-template = "trustgraph.prompt.template:run"
rev-gateway = "trustgraph.rev_gateway:run"
rows-write-cassandra = "trustgraph.storage.rows.cassandra:run"
run-processing = "trustgraph.processing:run"
text-completion-azure = "trustgraph.model.text_completion.azure:run"
text-completion-azure-openai = "trustgraph.model.text_completion.azure_openai:run"
text-completion-claude = "trustgraph.model.text_completion.claude:run"
text-completion-cohere = "trustgraph.model.text_completion.cohere:run"
text-completion-googleaistudio = "trustgraph.model.text_completion.googleaistudio:run"
text-completion-llamafile = "trustgraph.model.text_completion.llamafile:run"
text-completion-lmstudio = "trustgraph.model.text_completion.lmstudio:run"
text-completion-mistral = "trustgraph.model.text_completion.mistral:run"
text-completion-ollama = "trustgraph.model.text_completion.ollama:run"
text-completion-openai = "trustgraph.model.text_completion.openai:run"
text-completion-tgi = "trustgraph.model.text_completion.tgi:run"
text-completion-vllm = "trustgraph.model.text_completion.vllm:run"
triples-query-cassandra = "trustgraph.query.triples.cassandra:run"
triples-query-falkordb = "trustgraph.query.triples.falkordb:run"
triples-query-memgraph = "trustgraph.query.triples.memgraph:run"
triples-query-neo4j = "trustgraph.query.triples.neo4j:run"
triples-write-cassandra = "trustgraph.storage.triples.cassandra:run"
triples-write-falkordb = "trustgraph.storage.triples.falkordb:run"
triples-write-memgraph = "trustgraph.storage.triples.memgraph:run"
triples-write-neo4j = "trustgraph.storage.triples.neo4j:run"
wikipedia-lookup = "trustgraph.external.wikipedia:run"
[tool.setuptools.packages.find]
include = ["trustgraph*"]
[tool.setuptools.dynamic]
version = {attr = "trustgraph.flow_version.__version__"}