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apunkt/ PageIndex

Python 0 0

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

agentic-ai agents ai ai-agents context-engineering information-retrieval llm rag reasoning retrieval retrieval-augmented-generation vector-database

Updated 2026-04-23 18:00:08 +02:00

apunkt/ flakestorm

Python 0 0

Flakestorm — Automated Robustness Testing for AI Agents. Stop guessing if your agent really works. FlakeStorm generates adversarial mutations and exposes failures your manual tests and evals miss.

adversarial-agent-testing ai-agent-testing langchain-agent prompt-injection-llm-security

Updated 2026-04-16 03:21:38 +02:00

nomyo-ai/ async-semantic-llm-cache

Python 0 0

asynchronous semantic prompt/response cache for llm apis

Updated 2026-04-01 12:25:48 +02:00

apunkt/ llm-circuit-finder

Python 0 0

I replicated Ng's RYS method and found that duplicating 3 specific layers in Qwen2.5-32B boosts reasoning by 17% and duplicating layers 12-14 in Devstral-24B improves logical deduction from 0.22→0.76 on BBH — no training, no weight changes, just routing hidden states through the same circuit twice. Tools included. Two AMD GPUs, one evening.

Updated 2026-03-20 02:51:23 +01:00

apunkt/ doc-to-lora

Python 0 0

Hypernetworks that update LLMs to remember factual information

ai ai-agent hypernetworks llm llm-agent lora machine-learning memory

Updated 2026-03-02 05:27:33 +01:00

apunkt/ MetaGPT

Python 0 0

🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

agent gpt llm metagpt multi-agent

Updated 2026-01-21 11:12:32 +01:00