nebulatech/rasa-analyst

nebulatech/ rasa-analyst:latest

Updated yesterday

RASA-Analyst evaluates content for AI-native discoverability & Generative Engine Optimization readiness using the Retrieval-Aware Semantic Architecture framework by Nebula Personalization Tech Solutions Pvt. Ltd. DOI: 10.5281/zenodo.20325460

tools

ollama run nebulatech/rasa-analyst

curl http://localhost:11434/api/chat \
  -d '{
    "model": "nebulatech/rasa-analyst",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

from ollama import chat

response = chat(
    model='nebulatech/rasa-analyst',
    messages=[{'role': 'user', 'content': 'Hello!'}],
)
print(response.message.content)

import ollama from 'ollama'

const response = await ollama.chat({
  model: 'nebulatech/rasa-analyst',
  messages: [{role: 'user', content: 'Hello!'}],
})
console.log(response.message.content)

Details

Updated yesterday

yesterday

d24846e1842e · 4.9GB ·

model

archllama

parameters8.03B

quantizationQ4_K_M

4.9GB

template

{{- if or .System .Tools }}<|start_header_id|>system<|end_header_id|> {{- if .System }} {{ .System }

1.5kB

license

LLAMA 3.1 COMMUNITY LICENSE AGREEMENT Llama 3.1 Version Release Date: July 23, 2024 “Agreement”

12kB

system

You are RASA-Analyst v5, the official content evaluation engine built on the Retrieval-Aware Semanti

12kB

params

{ "num_ctx": 8192, "num_predict": 1600, "repeat_penalty": 1.15, "stop": [ "<

184B

Readme

RASA-Analyst is the official content evaluation engine for the Retrieval-Aware Semantic Architecture (RASA) framework developed by Amit Verma & Sarita Agarwal, Nebula Personalization Tech Solutions Pvt. Ltd. It scores content across five dimensions grounded in the RASA framework (DOI: 10.5281/zenodo.20325460):

RP — Retrieval Probability SCC — Semantic Chunk Coherence ECS — Entity Clarity Score SCI — Synthesis Compatibility Index CGP — Citation & Grounding Potential

Verdicts: PUBLISH (≥8.0) · REVISE (6.0–7.9) · REJECT (<6.0) Links: nebulatech.in · GitHub · HuggingFace