The most complete tokenizer library in Rust - BPE, WordPiece, Unigram, with native support for GPT, BERT, Llama, Claude
Unified Rust runtime for local and remote embedding, reranking, and generation models
A Rust crate for interacting with AI language model APIs
Self-evolving knowledge substrates through biological computing primitives
ONNX Runtime backend for atomr-infer (Whisper, embeddings, rerankers, ONNX-exported text-gen) via the ort crate. Feature-gated.
Evaluate the impact of AI-assisted work — measuring velocity, quality, business value, developer experience, and ethical implications
Generate LLM-powered exam questions from YAML books, manpages, mdbooks, tealdeer pages, and code.
Blazingly fast tokenizer - 50x faster tokenization, 10x smaller model files, 100% accurate drop-in replacement for HuggingFace
Context Intelligence Engine with CCP. 34 MCP tools, 8 read modes, 90+ compression patterns, cross-session memory (CCP), persistent AI knowledge with temporal facts + contradiction detection, multi-agent context sharing + diaries, LITM-aware positioning, AAAK compact format, adaptive compression with Thompson Sampling bandits. Supports 24 AI tools. Reduces LLM token consumption by up to 99%.
Static analyzer to discover obfuscation of malicious code, with LLM review and enrichment
Context Runtime for AI Agents with CCP. 69 MCP tools, 10 read modes, 60+ compression patterns, cross-session memory (CCP), persistent AI knowledge with temporal facts + contradiction detection, multi-agent context sharing, LITM-aware positioning, AAAK compact format, adaptive compression with Thompson Sampling bandits. Supports 24+ AI tools. Reduces LLM token consumption by up to 99%.
Download and analyze U.S. appropriations bills from Congress.gov
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