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agentmesh-context

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A pure, logic-only library for routing context, handling RAG fallacies, and managing context windows. Layer 1 Primitive - no agent dependencies.

aicontextcontext-extractioncontext-routingcontext-windowdocument-processingnlpprimitiveragrag-fallaciesstateless
Versions collected1
Direct dependencies0From release 3.7.0
Last observed20 Oct, 22:42 UTC

README

Version 3.7.0 documentation

Context-as-a-Service (CaaS) — Public Preview

Part of Agent OS - Kernel-level governance for AI agents

PyPI License: MIT

Context management for RAG systems.

CaaS provides stateless utilities for routing, prioritizing, and filtering context in retrieval-augmented generation (RAG) pipelines. It manages what information gets sent to the LLM, reducing token waste and improving response quality.

Installation

pip install agentmesh-context

Quick Start

from caas import DocumentStore, VirtualFileSystem

store = DocumentStore()
store.add_document({"content": "API auth uses JWT", "timestamp": "2025-01-15"})

vfs = VirtualFileSystem()
vfs.create_file("/project/main.py", "print('hello')", agent_id="agent-1")

Features

  • Document storage with time-based prioritization
  • Virtual File System for multi-agent collaboration
  • Context routing to appropriate model tiers
  • Stateless design with no framework dependencies

Contributing

See CONTRIBUTING.md for development setup and guidelines.

License

MIT License — see LICENSE for details.

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Versions 1

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VersionPublishedDirect dependenciesOpen version
3.7.018 May 20260

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microsoft/agent-governance-toolkit

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package:c76f00d0ea44a650ea6f46a4293d1b4d8e493791e507dad32a4b81f915314a1a