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headroom

Author description: Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

txtai

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

Popularity
Repository stars78,654Highest13,062
7-day net stars——
Fork6,141Highest960
30-day trendInsufficient historyInsufficient history
Maintenance
Last push2026-11-022026-11-01
Maintenance notesNot verifiedNot verified
Repository created2026-01-072020-08-09
License & use
LicenseApache-2.0 · PermissiveApache-2.0 · Permissive
PricingPricing not verifiedPricing not verified
Basics
Browse by purposeRetrieval-augmented generationRetrieval-augmented generation · Search engines
TypeFrameworks & SDKsFrameworks & SDKs
SubcategoryModel SDKsDocument & content processing
PlatformNot verifiedNot verified
Cost detailsCheck current official software, hosting, model and infrastructure pricing.Check current official software, hosting, model and infrastructure pricing.
Pricing source——
First collected2026-11-032026-11-03
MetricRepository stars, not unique users or individual-skill installsRepository stars, not unique users or individual-skill installs
LanguagePythonPython
About this projectAuthor description: Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
Measured at2026-11-02 18:59 UTC2026-11-02 19:03 UTC

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