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GenPark Dynamic Context Pruning Needle Retriever

GenPark Dynamic Context Pruning Needle Retriever

Official
by alphaparkinc
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python

genpark-dynamic-context-pruning-needle-retriever-skill

Python 3.9+ License MIT MCP Compatible GenPark AI

GenPark AI Agent Skill -- Dynamic context pruning & needle retriever for long LLM contexts (LLMLingua)

Quick Start

python example_usage.py

Related MCP server: Infinite Context Keeper

Architecture

graph LR
  User([User / AI Agent]) -->|JSON Request| Skill[GenPark AI Skill]
  Skill --> CoreEngine[Core Engine]
  CoreEngine -->|Structured Output| User

MCP

python mcp_server.py

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

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