mirror of
https://github.com/trustgraph-ai/trustgraph.git
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* 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
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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-flow"
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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>=1.2,<1.3",
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"aiohttp",
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"anthropic",
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"cassandra-driver",
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"cohere",
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"cryptography",
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"falkordb",
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"fastembed",
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"google-genai",
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"ibis",
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"jsonschema",
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"langchain",
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"langchain-community",
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"langchain-core",
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"langchain-text-splitters",
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"mcp",
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"minio",
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"mistralai",
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"neo4j",
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"ollama",
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"openai",
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"pinecone[grpc]",
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"prometheus-client",
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"pulsar-client",
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"pymilvus",
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"pypdf",
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"pyyaml",
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"qdrant-client",
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"rdflib",
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"requests",
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"tabulate",
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"tiktoken",
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"urllib3",
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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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agent-manager-react = "trustgraph.agent.react:run"
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api-gateway = "trustgraph.gateway:run"
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chunker-recursive = "trustgraph.chunking.recursive:run"
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chunker-token = "trustgraph.chunking.token:run"
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config-svc = "trustgraph.config.service:run"
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de-query-milvus = "trustgraph.query.doc_embeddings.milvus:run"
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de-query-pinecone = "trustgraph.query.doc_embeddings.pinecone:run"
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de-query-qdrant = "trustgraph.query.doc_embeddings.qdrant:run"
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de-write-milvus = "trustgraph.storage.doc_embeddings.milvus:run"
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de-write-pinecone = "trustgraph.storage.doc_embeddings.pinecone:run"
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de-write-qdrant = "trustgraph.storage.doc_embeddings.qdrant:run"
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document-embeddings = "trustgraph.embeddings.document_embeddings:run"
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document-rag = "trustgraph.retrieval.document_rag:run"
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embeddings-fastembed = "trustgraph.embeddings.fastembed:run"
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embeddings-ollama = "trustgraph.embeddings.ollama:run"
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ge-query-milvus = "trustgraph.query.graph_embeddings.milvus:run"
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ge-query-pinecone = "trustgraph.query.graph_embeddings.pinecone:run"
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ge-query-qdrant = "trustgraph.query.graph_embeddings.qdrant:run"
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ge-write-milvus = "trustgraph.storage.graph_embeddings.milvus:run"
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ge-write-pinecone = "trustgraph.storage.graph_embeddings.pinecone:run"
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ge-write-qdrant = "trustgraph.storage.graph_embeddings.qdrant:run"
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graph-embeddings = "trustgraph.embeddings.graph_embeddings:run"
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graph-rag = "trustgraph.retrieval.graph_rag:run"
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kg-extract-agent = "trustgraph.extract.kg.agent:run"
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kg-extract-definitions = "trustgraph.extract.kg.definitions:run"
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kg-extract-objects = "trustgraph.extract.kg.objects:run"
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kg-extract-relationships = "trustgraph.extract.kg.relationships:run"
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kg-extract-topics = "trustgraph.extract.kg.topics:run"
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kg-manager = "trustgraph.cores:run"
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kg-store = "trustgraph.storage.knowledge:run"
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librarian = "trustgraph.librarian:run"
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mcp-tool = "trustgraph.agent.mcp_tool:run"
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metering = "trustgraph.metering:run"
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objects-write-cassandra = "trustgraph.storage.objects.cassandra:run"
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oe-write-milvus = "trustgraph.storage.object_embeddings.milvus:run"
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pdf-decoder = "trustgraph.decoding.pdf:run"
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pdf-ocr-mistral = "trustgraph.decoding.mistral_ocr:run"
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prompt-template = "trustgraph.prompt.template:run"
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rev-gateway = "trustgraph.rev_gateway:run"
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rows-write-cassandra = "trustgraph.storage.rows.cassandra:run"
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run-processing = "trustgraph.processing:run"
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text-completion-azure = "trustgraph.model.text_completion.azure:run"
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text-completion-azure-openai = "trustgraph.model.text_completion.azure_openai:run"
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text-completion-claude = "trustgraph.model.text_completion.claude:run"
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text-completion-cohere = "trustgraph.model.text_completion.cohere:run"
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text-completion-googleaistudio = "trustgraph.model.text_completion.googleaistudio:run"
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text-completion-llamafile = "trustgraph.model.text_completion.llamafile:run"
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text-completion-lmstudio = "trustgraph.model.text_completion.lmstudio:run"
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text-completion-mistral = "trustgraph.model.text_completion.mistral:run"
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text-completion-ollama = "trustgraph.model.text_completion.ollama:run"
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text-completion-openai = "trustgraph.model.text_completion.openai:run"
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text-completion-tgi = "trustgraph.model.text_completion.tgi:run"
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text-completion-vllm = "trustgraph.model.text_completion.vllm:run"
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triples-query-cassandra = "trustgraph.query.triples.cassandra:run"
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triples-query-falkordb = "trustgraph.query.triples.falkordb:run"
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triples-query-memgraph = "trustgraph.query.triples.memgraph:run"
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triples-query-neo4j = "trustgraph.query.triples.neo4j:run"
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triples-write-cassandra = "trustgraph.storage.triples.cassandra:run"
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triples-write-falkordb = "trustgraph.storage.triples.falkordb:run"
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triples-write-memgraph = "trustgraph.storage.triples.memgraph:run"
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triples-write-neo4j = "trustgraph.storage.triples.neo4j:run"
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wikipedia-lookup = "trustgraph.external.wikipedia:run"
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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.flow_version.__version__"} |