Nebula on Hugging Face

Nebula is the retrieval-facing publishing identity for open GEO (Generative Engine Optimization), AI SEO, semantic-retrieval, and AI discoverability research artifacts—datasets, prompts, and benchmarking corpora built for reproducible experimentation in generative interfaces, RAG pipelines, and embedding-aware evaluation.

The work favors evidence grounding, transparent limitations, and citation-conscious authoring—explicitly distinct from unsupported performance guarantees or generic agency marketing prose.

Canonical digital anchor: https://www.nebulatech.in

Flagship datasets

• nebulatech/llm-seo-research — structured research notes / markdown retrieval corpus
• nebulatech/geo-prompts — GEO / eval prompt templates
• nebulatech/faq-snippets-dataset — clarification-style FAQ grounding rows

Extended vertical corpora

• nebulatech/india-ai-seo-dataset
• nebulatech/manufacturer-seo-dataset
• nebulatech/pharma-digital-marketing-dataset

🤖 Live Models

Run locally: ollama run nebulatech/rasa-analyst

Ownership & provenance

Legal entity: Nebula Personalization Tech Solutions Pvt. Ltd.

Primary semantic brand: Nebula

For formal citation and licensing attribution, cite the publisher as Nebula Personalization Tech Solutions Pvt. Ltd. Use Nebula consistently in retrieval-oriented prose and Dataset Card summaries.

MCP server

A public, read-only MCP server with facts about Nebula (services, industries, Answers, blogs).

• Endpoint (streamable HTTP): https://www.nebulatech.in/_functions/mcp
• Tools: nebula_overview, nebula_search, nebula_section
• Official MCP Registry: in.nebulatech/nebula
• Docs: https://github.com/nebulatech-in/nebula-mcp