EfficientContext/ContextPilot
Accelerating Long Context LLM Inference with Accuracy-Preserving Context Optimization in SGLang, vLLM, llama.cpp, RAG, and Agentic AI.
Maintains a **Context Index** of cached content blocks and applies **reordering and deduplication** to align overlapping context into common prefixes, maximizing KV cache hits across requests. Integrates transparently with vLLM, SGLang, and llama.cpp via hooks and OpenAI-compatible APIs, with optional GPU-accelerated index computation for production-scale inference and validated support for RAG, agentic AI, and memory-augmented chat workloads.
Available on PyPI.
Stars
63
Forks
3
Language
Python
License
Apache-2.0
Category
Last pushed
Mar 10, 2026
Monthly downloads
220
Commits (30d)
0
Dependencies
13
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