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1. agentic_search_openai_langgraphagentic_search_openai_langgraphPublic

   Agentic search web search using LangGraph and OpenAI GPT-4o, powered by Tavily and DuckDuckGo search.

   Python 22 7

2. soul.pysoul.pyPublic

   Persistent identity and memory for any LLM agent — markdown-native, provider-agnostic

   Python 61 3

3. soulsearchsoulsearchPublic

   SoulSearch — AI browser extension powered by soul.py. Persistent memory, identity-aware research, context-driven AI across every webpage.

   JavaScript 5 1

4. autoloopautoloopPublic

   autoresearch for everything — autonomous iterative improvement for any system

   Python 38 2

5. agent-validator-ossagent-validator-ossPublic

   Rules-as-Markdown AI agent governance validator. 33 compliance checks, Google A2A compatible, soul.py powered.

   Python 2

6. soul-schemasoul-schemaPublic

   Auto-generate semantic layers for any database using LLMs. Metadata only — no row data ever leaves your infrastructure.

   Python 2