ContextFlow
What it is
ContextFlow is a Python library for context engineering in LLM pipelines that manages token budgets, compresses context, and ranks information for relevance. It provides a stateful orchestration layer to optimize the context injected into Large Language Models to reduce latency and hallucinations.
The problem it solves
LLM applications often fail due to poor context management, where massive inputs cause models to ignore relevant details and increase latency.
What you could use it for
- Optimizing context for ReAct or LangGraph agents
- Managing token limits in RAG systems
- Improving performance of long-running LLM loops
- Compressing boilerplate in coding assistants
Read the source ↗Back to the library →
Summary written by an AI model from the source; check the source before you rely on it.