Understand and reduce token usage with ContextSpy context profiler
Context profiler for LLMs and AI agents - used to introspect context contents and reduce token costs.
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Tokensift
github.coman open-sourced token-efficiency linter for LLM prompts
A surprisingly effective way to predict token importance in LLM prompts
heatmap.demos.watchful.ioWe explored a novel method to gauge the significance of tokens in prompts given to large language models, without needing direct model access.
Git for LLMs
twigg.aiA context management interface
TokenPath
tokenpath.aitoken-level citations for LLM output, read from attention
Kctx
github.comA read-only Kubernetes context engine for SREs and AI Agents