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20240527-000000-model.tar.gz

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+version https://git-lfs.github.com/spec/v1
+oid sha256:3951453fb265e96320586b84c5321544891c7f276996e25505e5ba55336b5381
+size 170

README.md

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----
-title: Cilminafsi
-emoji: 🏆
-colorFrom: red
-colorTo: blue
-sdk: gradio
-sdk_version: 5.31.0
-app_file: app.py
-pinned: false
-license: mit
-short_description: Cilminafsi
----
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# Somali Rasa Bot 🤖🇸🇴
+
+This is a sample Rasa chatbot trained on Somali greetings, farewells, and thank-you intents. Deployed with Gradio on Hugging Face Spaces.
+
+## How to Run
+
+1. **Install dependencies**:
+```
+pip install -r requirements.txt
+```
+
+2. **Train the model**:
+```
+rasa train
+```
+
+3. **Run the Rasa server**:
+```
+rasa run --enable-api
+```
+
+4. **Run the Gradio app**:
+```
+python app.py
+```
+
+## Features
+
+- Somali language intents
+- Minimal Rasa bot for demo
+- Gradio frontend for user interaction

app.py

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+
+import gradio as gr
+import requests
+
+def chat_with_bot(message):
+    payload = {
+        "sender": "test_user",
+        "message": message
+    }
+    response = requests.post("http://localhost:5005/webhooks/rest/webhook", json=payload)
+    bot_reply = ""
+    for r in response.json():
+        bot_reply += r.get("text", "") + " "
+    return bot_reply.strip()
+
+iface = gr.Interface(fn=chat_with_bot, inputs="text", outputs="text", title="Somali Rasa Bot")
+iface.launch()

config.yml

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+
+language: en
+pipeline:
+  - name: WhitespaceTokenizer
+  - name: CountVectorsFeaturizer
+  - name: DIETClassifier
+  - name: EntitySynonymMapper
+  - name: ResponseSelector
+    retrieval_intent: faq
+  - name: FallbackClassifier
+    threshold: 0.3
+    ambiguity_threshold: 0.1
+
+policies:
+  - name: MemoizationPolicy
+  - name: RulePolicy
+  - name: UnexpecTEDIntentPolicy
+    max_history: 5
+    epochs: 100

domain.yml

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+
+version: "3.1"
+intents:
+  - greet
+  - goodbye
+  - thank_you
+
+responses:
+  utter_greet:
+    - text: "Waad salaaman tahay!"
+  utter_goodbye:
+    - text: "Nabad gelyo!"
+  utter_thank_you:
+    - text: "Adigaa mudan!"
+
+session_config:
+  session_expiration_time: 60
+  carry_over_slots_to_new_session: true

endpoints.yml

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+
+action_endpoint:
+  url: "http://localhost:5055/webhook"

nlu.yml

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+
+version: "3.1"
+nlu:
+- intent: greet
+  examples: |
+    - Iska warran
+    - Nabad baa
+    - Subax wanaagsan
+    - Ma jirtaa cid i maqasha?
+
+- intent: goodbye
+  examples: |
+    - Nabad gelyo
+    - Ilaa iyo markale
+    - Ilaahay ku nabad yeelo
+    - Habeen wanaagsan
+
+- intent: thank_you
+  examples: |
+    - Mahadsanid
+    - Aad baad u mahadsantahay

requirements.txt

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+rasa
+gradio
+requests

rules.yml

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+
+version: "3.1"
+rules:
+- rule: Say goodbye anytime the user says goodbye
+  steps:
+  - intent: goodbye
+  - action: utter_goodbye

stories.yml

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+
+version: "3.1"
+stories:
+- story: greet path
+  steps:
+  - intent: greet
+  - action: utter_greet
+
+- story: goodbye path
+  steps:
+  - intent: goodbye
+  - action: utter_goodbye
+
+- story: thank you path
+  steps:
+  - intent: thank_you
+  - action: utter_thank_you