akadmin/headroom
1
0
Fork 0
mirror of https://github.com/headroomlabs-ai/headroom.git synced 2026-08-27 14:17:10 -04:00
Code Issues Projects Releases Packages Wiki Activity Actions
headroom/tests/__init__.py

Ignoring revisions in .git-blame-ignore-revs. Click here to bypass and see the normal blame view.

2 lines
30 B
Python
Raw Normal View History

Initial commit: Headroom SDK - LLM context optimization toolkit A comprehensive SDK for optimizing LLM context windows, reducing token usage while preserving critical information for AI agents. Core Features: - SmartCrusher: Statistical compression of tool outputs (70-85% reduction) - CacheAligner: Prefix optimization for prompt cache hits - RollingWindow: Intelligent context window management - BM25/Hybrid relevance scoring for smart item selection Integrations: - OpenAI and Anthropic provider support - LangChain integration (ChatModel, Callbacks, Runnable) - MCP (Model Context Protocol) integration for tool compression Test Coverage: - 372 tests passing across all modules - 35 performance benchmarks - Real-world agent evaluations with 88% token savings Key Components: - headroom/transforms/: Core compression transforms - headroom/providers/: OpenAI and Anthropic support - headroom/integrations/: LangChain and MCP integrations - headroom/relevance/: BM25 and hybrid scoring - headroom/pricing/: Model pricing registry - benchmarks/: Performance benchmark suite - examples/: Usage examples and demos
2026-01-06 23:16:58 -08:00
"""Tests for Headroom SDK."""
Reference in a new issue Copy permalink