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@Hanishsaini
Hanishsaini
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💫
pip install codelore

HANISH SAINI Hanishsaini

💫
pip install codelore
I(t)=(C⋅L⋅R⋅Bκ⋅A⋅F)t−D​

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Hanishsaini /README.md
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║ HANISH SAINI · AI/ML ENGINEER · JAIPUR, IN ║
╚══════════════════════════════════════════════════════════╝

Email PyPI


projects

CodeLore pip install codelore RAG library. Hybrid search: BM25 + sqlite-vec + reciprocal rank fusion. Multi-provider LLM pipeline. 38-test hermetic suite.

Lethe Benchmark and library for agent memory supersession detection. Compares LLM-based detection against baselines across synthetic agent decision domains.

Mneme Agent decision audit system. Supersession graph architecture, pgvector hybrid search, tamper-evident hash chaining.

Ghost Real-time AI assistant with OCR and speech transcription. Streaming architecture, VAD, thread-safe.


stack

Python · TypeScript · JavaScript · SQL
FastAPI · Pydantic · PyTorch · HuggingFace · Groq
BM25 · FAISS · pgvector · sqlite-vec
Next.js · React · Tailwind
PostgreSQL · Redis · SQLite · Docker

stats



hanishsaini958@gmail.com

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