corpusos

(★ 209)

Open-source protocol suite standardizing LLM, Vector, Graph, and Embedding infrastructure across LangChain, LlamaIndex, AutoGen, CrewAI, Semantic Kernel, and MCP. 3,330+ conformance tests. One protocol. Any framework. Any provider.

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- - publish.yml
- - __init__.py
  - async_bridge.py
  - context_translation.py
  - error_context.py
  - operational_context.py
  - sync_bridge.py
- - __init__.py
  - embedding_base.py
- - __init__.py
  - graph_base.py
- - __init__.py
  - llm_base.py
- - __init__.py
  - REFERENCE_ROUTER.md
  - reference_router.py
- - __init__.py
  - vector_base.py
- __init__.py
- - CERTIFICATION.md
  - CONFTEST.md
  - EMBEDDING_CONFORMANCE.md
  - GRAPH_CONFORMANCE.md
  - LLM_CONFORMANCE.md
  - SCHEMA_CONFORMANCE.md
  - VECTOR_CONFORMANCE.md
  - WIRE_CONFORMANCE.md
- - CONFORMANCE_GUIDE.md
  - DECISION_GUIDE.md
  - DEPLOYMENT.md
  - IMPLEMENTATION.md
  - MIGRATION.md
  - QUICK_START.md
- - ERRORS.md
  - METRICS.md
  - PROTOCOL.md
  - SCHEMA.md
  - SPECIFICATION.md
  - VERSIONING.md
- COMMERCIAL.md
- PATENT_PLEDGE.md
- ROUTER_OVERVIEW.md
- - prod_embedding.py
  - prod_graph.py
  - prod_llm.py
  - prod_vector.py
- - __init__.py
  - embedding.py
  - graph.py
  - llm.py
  - quick_start.py
  - rag.py
  - vector.py
- - __init__.py
- embedding_framework_report.json
- embedding_report.json
- graph_framework_report.json
- graph_report.json
- llm_framework_report.json
- llm_report.json
- schema_report.json
- vector_framework_report.json
- vector_report.json
- wire_report.json
- - envelope.error.json
  - envelope.request.json
  - envelope.stream.success.json
  - envelope.success.json
  - operation_context.json
- - embedding.capabilities.json
  - embedding.capabilities.request.json
  - embedding.capabilities.success.json
  - embedding.count_tokens.request.json
  - embedding.count_tokens.success.json
  - embedding.embed.request.json
  - embedding.embed.success.json
  - embedding.embed_batch.request.json
  - embedding.embed_batch.success.json
  - embedding.envelope.error.json
  - embedding.envelope.request.json
  - embedding.envelope.stream.success.json
  - embedding.envelope.success.json
  - embedding.get_stats.request.json
  - embedding.get_stats.success.json
  - embedding.health.request.json
  - embedding.health.success.json
  - embedding.stats.json
  - embedding.stream_embed.request.json
  - embedding.stream_embed.success.json
  - embedding.types.batch_result.json
  - embedding.types.chunk.json
  - embedding.types.count_tokens_spec.json
  - embedding.types.embed_spec.json
  - embedding.types.failure.json
  - embedding.types.result.json
  - embedding.types.stream_embed_spec.json
  - embedding.types.vector.json
  - embedding.types.warning.json
- - graph.batch.request.json
  - graph.batch.success.json
  - graph.bulk_vertices.request.json
  - graph.bulk_vertices.success.json
  - graph.capabilities.json
  - graph.capabilities.request.json
  - graph.capabilities.success.json
  - graph.delete_edges.request.json
  - graph.delete_edges.success.json
  - graph.delete_nodes.request.json
  - graph.delete_nodes.success.json
  - graph.envelope.error.json
  - graph.envelope.request.json
  - graph.envelope.success.json
  - graph.get_schema.request.json
  - graph.get_schema.success.json
  - graph.health.request.json
  - graph.health.success.json
  - graph.query.request.json
  - graph.query.success.json
  - graph.stream_query.request.json
  - graph.stream_query.success.json
  - graph.transaction.request.json
  - graph.transaction.success.json
  - graph.traversal.request.json
  - graph.traversal.success.json
  - graph.types.batch_op.json
  - graph.types.batch_result.json
  - graph.types.bulk_vertices_result.json
  - graph.types.bulk_vertices_spec.json
  - graph.types.chunk.json
  - graph.types.edge.json
  - graph.types.entity.json
  - graph.types.graph_schema.json
  - graph.types.health_result.json
  - graph.types.id.json
  - graph.types.node.json
  - graph.types.query_result.json
  - graph.types.query_spec.json
  - graph.types.traversal_result.json
  - graph.types.traversal_spec.json
  - graph.types.warning.json
  - graph.upsert_edges.request.json
  - graph.upsert_edges.success.json
  - graph.upsert_nodes.request.json
  - graph.upsert_nodes.success.json
- - llm.capabilities.json
  - llm.capabilities.request.json
  - llm.capabilities.success.json
  - llm.complete.request.json
  - llm.complete.success.json
  - llm.count_tokens.request.json
  - llm.count_tokens.success.json
  - llm.envelope.error.json
  - llm.envelope.request.json
  - llm.envelope.stream.success.json
  - llm.envelope.success.json
  - llm.health.request.json
  - llm.health.success.json
  - llm.response_format.json
  - llm.sampling.params.json
  - llm.stream.request.json
  - llm.stream.success.json
  - llm.tools.schema.json
  - llm.types.chunk.json
  - llm.types.completion.json
  - llm.types.completion_spec.json
  - llm.types.count_tokens_spec.json
  - llm.types.logprobs.json
  - llm.types.message.json
  - llm.types.stream_spec.json
  - llm.types.token_usage.json
  - llm.types.tool.json
  - llm.types.tool_choice.json
  - llm.types.tools.json
  - llm.types.warning.json
- - vector.batch_query.request.json
  - vector.batch_query.success.json
  - vector.capabilities.json
  - vector.capabilities.request.json
  - vector.capabilities.success.json
  - vector.create_namespace.request.json
  - vector.create_namespace.success.json
  - vector.delete.request.json
  - vector.delete.success.json
  - vector.delete_namespace.request.json
  - vector.delete_namespace.success.json
  - vector.envelope.error.json
  - vector.envelope.request.json
  - vector.envelope.success.json
  - vector.health.request.json
  - vector.health.success.json
  - vector.query.request.json
  - vector.query.success.json
  - vector.types.delete_result.json
  - vector.types.document.json
  - vector.types.failure_item.json
  - vector.types.filter.json
  - vector.types.health_result.json
  - vector.types.namespace_result.json
  - vector.types.namespace_spec.json
  - vector.types.query_result.json
  - vector.types.query_spec.json
  - vector.types.upsert_result.json
  - vector.types.vector.json
  - vector.types.vector_match.json
  - vector.upsert.request.json
  - vector.upsert.success.json
- - test_cache_and_batch_fallback.py
  - test_capabilities_shape.py
  - test_context_siem.py
  - test_count_tokens_behavior.py
  - test_deadline_enforcement.py
  - test_embed_basic.py
  - test_embed_batch_basic.py
  - test_error_mapping_retryable.py
  - test_health_report.py
  - test_normalization_semantics.py
  - test_truncation_and_text_length.py
  - test_wire_handler.py
- - test_batch_operations.py
  - test_capabilities_shape.py
  - test_context_siem.py
  - test_crud_basic.py
  - test_deadline_enforcement.py
  - test_dialect_validation.py
  - test_error_mapping_retryable.py
  - test_health_report.py
  - test_query_basic.py
  - test_schema_operations.py
  - test_streaming_semantics.py
  - test_wire_handler.py
- - test_wire_conformance.py
  - wire_cases.py
  - wire_validators.py
- - test_capabilities_shape.py
  - test_complete_basic.py
  - test_context_siem.py
  - test_count_tokens_consistency.py
  - test_deadline_enforcement.py
  - test_error_mapping_retryable.py
  - test_health_report.py
  - test_message_validation.py
  - test_sampling_params_validation.py
  - test_streaming_semantics.py
  - test_wire_handler.py
- - __init__.py
  - mock_embedding_adapter.py
  - mock_graph_adapter.py
  - mock_llm_adapter.py
  - mock_vector_adapter.py
  - mock_wire_adapter.py
- - test_golden_samples.py
  - test_schema_lint.py
- - schema_registry.py
  - stream_validator.py
- - test_batch_size_limits.py
  - test_capabilities_shape.py
  - test_context_siem.py
  - test_deadline_enforcement.py
  - test_delete_operations.py
  - test_dimension_validation.py
  - test_error_mapping_retryable.py
  - test_filtering_semantics.py
  - test_health_report.py
  - test_namespace_operations.py
  - test_query_basic.py
  - test_upsert_basic.py
  - test_wire_handler.py
- cli.py
- conftest.py
- run_conformance.py
.gitignore
CHANGELOG.md
CONTRIBUTING.md
Corpus_Protocol_Suite___White_Paper___External___v1_0 (3).pdf
LICENSE
Makefile
NORMATIVE_PRIORITY.md
NOTICE.md
pyproject.toml
README.md
requirements-dev.txt
SECURITY.md

# Installation Guide

1. Get the code

git clone https://github.com/Corpus-OS/corpusos

Downloads the entire project code from GitHub to your computer.

cd corpusos

Moves into the project folder you just downloaded.

2. Official Install Script

Easy Recommended

Prerequisites

Python 3 Python is required to use pip.

pip install corpus_sdk

Installs the package published on PyPI directly — no need to clone the source.

✅ After installing, open a new terminal and run the program's version command (e.g. --version) to confirm it worked.

Pulled directly from this repo's README.

3. Python

Easy

Prerequisites

Git Needed to download the project code from GitHub.
Python 3 On Windows, be sure to check 'Add Python to PATH' during installation.

pip install corpus_sdk

Installs the package published on PyPI directly — no need to clone the source.

pip install -e ".[dev]"

Installs the Python libraries listed in requirements.txt (or similar).

✅ If it runs without errors and prints output in the terminal, it worked.

Pulled directly from this repo's README.

4. Make

Medium

Prerequisites

Git Needed to download the project code from GitHub.
Make Usually pre-installed on Linux/macOS. On Windows, install separately (e.g. via MSYS2 or WSL).

make test-all-conformance