docs: fix factual errors in LLM provider references#27
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- Fix any-llm-sdk GitHub URL: mozilla-ai/any-llm (correct) instead of marekstephens/any-llm-sdk (non-existent) - Update OpenRouter model count: 300β500+ from 60+ providers (was understated at 100+) - Remove unsourced CPU latency claim (~200β500ms) for LLMLingua-2 compression - Consolidate messaging: OpenRouter as default provider, any-llm-sdk enables future multi-provider support Fixes based on: - any-llm-sdk PyPI package maintained by Mozilla AI at mozilla-ai/any-llm - OpenRouter current provider count verified at openrouter.ai - LLMLingua-2 paper (2403.12968) only benchmarks on GPU; no published CPU latency data Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
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β¦ules Complete the corrections started in PR #27. That PR fixed README.md and AGENTS_SETUP_INSTRUCTIONS.md but missed the same errors in protocol READMEs, Python docstrings, the FAQ, and the protocols __init__.py. Corrections applied across 8 files: ACE naming: "Agentic Context Engine" β "Agentic Context Engineering" - README.md, protocols/__init__.py, ace/README.md, ace/__init__.py, docs/fava_trails_faq.md ACE affiliations: "Stanford/SambaNova" β "Stanford, UC Berkeley, and SambaNova" - README.md, AGENTS_SETUP_INSTRUCTIONS.md, ace/README.md, ace/__init__.py, docs/fava_trails_faq.md SECOM affiliations: "Microsoft" β "Tsinghua University and Microsoft" - README.md, secom/README.md, secom/__init__.py, docs/fava_trails_faq.md "Zero hallucination" β "Purely extractive" (papers don't make that claim) - README.md, secom/README.md, docs/fava_trails_faq.md OpenRouter "100+" β "300β500+" (missed occurrence in AGENTS_SETUP_INSTRUCTIONS.md) Removed link to kayba-ai/agentic-context-engine (community reimplementation that renames core ACE concepts; official repo is ace-agent/ace) Fixed protocols/__init__.py docstring claiming protocols are not designed to run simultaneously β they ARE composable (staggered order values: ace=10, rlm=15, secom=20) All 558 tests pass. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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Summary
Corrects three factual errors in documentation regarding LLM provider configuration:
marekstephens/any-llm-sdk. Corrected tomozilla-ai/any-llm(the official PyPI package maintainer).Files changed
README.mdβ 2 occurrences of any-llm-sdk URL + OpenRouter countAGENTS_SETUP_INSTRUCTIONS.mdβ 1 occurrence of any-llm-sdk URLAll corrections consolidate messaging: OpenRouter as the default provider, any-llm-sdk infrastructure enables multi-provider support in future versions.
Verification
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