Tokensift
an open-sourced token-efficiency linter for LLM prompts. Token-efficiency linter for LLM prompts and payloads.
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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.
LLM Token Visualizer
v0-llm-token-visualizer.vercel.appHow big is 128k token input
Context profiler for LLMs and AI agents - used to introspect context contents and reduce token costs
Crespo
github.comTree-sitter AST blueprints instead of raw code for LLMs
PromptFlow
github.comBuild LLM flows as directed graphs