Asoba Asoba Open Source

Projects

🧠 Nehanda Model

Fine-tuned Qwen3.6-27B for RAG synthesis. Scores 88.7% on FACTS Grounding — above Gemini 2.5 Pro, Claude 3.5 Sonnet, and GPT-4o. Trained for ~$135 of GPU time.

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💻 Nehanda CLI

Local AI coding substrate powered by Nehanda. 4-tier memory compaction, codebase graph, delegate orchestration, and guardrails. No Docker.

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⚡ ODS-E

Open Data Schema for Energy — an open specification for interoperable energy asset data across generation, consumption, and net metering.

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Core Dependencies

aimee

Memory substrate with hybrid vector-graph recall, codebase indexing, cheap delegates, and guardrails. Written in C.

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aichat

Terminal UI for LLM interaction — multi-provider, sessions, roles, and RAG. The interactive frontend for Nehanda CLI.

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Zorora App

Zorora is Asoba's energy intelligence platform — a web app powered by the Nehanda v3 model for evidence-grounded deep research, market intelligence, and asset discovery across African energy markets.

🔍 Deep Research

Cited research reports with inline sources, revenue projections, and credibility scoring

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🛰️ Discovery

Satellite-based geospatial map with 1,144 mineral deposits and 739 generation assets

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⚖️ Regulatory

Track NERSA, ZERA, and FERC rulings across jurisdictions

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🌍 Global View

Live commodity pricing, treasury rates, and geo-tagged news by country

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📊 Digest

Stage articles and datasets into synthesized market briefs

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🔔 Alerts

Monitor topics and sources with configurable alert rules

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📋 Scouting

Kanban pipeline for tracking brownfield, greenfield, and BESS opportunities

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⚙️ Settings

API keys, model configuration, and preferences

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View all Zorora App documentation →

Community & Support

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