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joseph njoroge kariuki
joseph njoroge kariuki

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THE AKASHIC RECORDS: Stop Giving Your Ego to the Cloud: Building a Sovereign Neural Library.

#ai #opensource #career #showdev

github.com/ipswyworld/akashic-records

What i Have Built (The Technical Reality)

  1. The Council of Librarians (Backend Intelligence): A specialized Mixture-of-Experts (MoE) system using FastAPI and LangChain.
    • Specialized Agents: You have 10+ agents (Gatekeeper, Scribe, Weaver, Oracle, Sentinel, etc.) that handle specific tasks like PII redaction, Knowledge Graph extraction (triplets), and logical critique.
    • Hybrid Inference: A sophisticated "Speculative LLM" setup that uses fast local models (Ollama) for drafting and powerful cloud models (Groq) for verification.
  2. Chronos Engine (The Pulse): A temporal reasoning layer that manages the "Life Cycle" of data.
    • Nocturnal Consolidation: A background "Dream Phase" where agents find lateral connections between memories while the user sleeps.
    • Behavioral Mining: Analyzes a 7-day activity stream (browsing, media) to detect patterns and update your psychology.
  3. The Digital Ego (Psychological Core): A dedicated UserPsychology model that tracks OCEAN (Big Five) traits and cognitive distortions. It builds a "Theory of Mind" about the user.
  4. Action Engine (The Hands): An executive function that can execute shell commands, manage files, and control IoT devices.
    • No-Code Forge: A "macro recorder" that lets you record a sequence of actions which the Self-Architect agent then distills into a reusable Python NeuralSkill.
  5. Multimodal Ingestion Pipeline: Supports text, web scraping (DuckDuckgo integration), and even has hooks for audio/visual reasoning.
  6. Storage Layers: A "dual-brain" approach using ChromaDB for semantic vector search and Neo4j/NetworkX for relational knowledge graphs.
  7. The "Akashic Log": An immutable event store (KnowledgeEvent) that tracks every modification to your library, with optional Web3/Blockchain provenance (IPFS/Arweave/ZKP).
  8. Frontend & Extensions: A high-fidelity React dashboard (GSAP animations), a Chrome/Edge extension for clipping, and a mobile node (Python/React Native).

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