From 25b2661d2a315fe24a19f2eb5a2c4b6fc3455308 Mon Sep 17 00:00:00 2001 From: Bibek Pal Date: Fri, 9 Jan 2026 03:50:28 +0000 Subject: [PATCH 1/3] Toxicity judge pipeline doc --- docs/.nav.yml | 6 +- .../pipeline.md | 341 ++++++++++++++++++ .../toxicity-judge-code-configure.png | Bin 0 -> 50466 bytes .../toxicity-judge-description.png | Bin 0 -> 96613 bytes .../toxicity-judge-quick-test.png | Bin 0 -> 38835 bytes .../toxicity-judge-resources.png | Bin 0 -> 45470 bytes .../toxicity-judge-scoring.png | Bin 0 -> 60290 bytes 7 files changed, 344 insertions(+), 3 deletions(-) create mode 100644 docs/register-and-refine/examples/toxicity_judge_pipeline_registration/pipeline.md create mode 100644 docs/register-and-refine/examples/toxicity_judge_pipeline_registration/toxicity-judge-code-configure.png create mode 100644 docs/register-and-refine/examples/toxicity_judge_pipeline_registration/toxicity-judge-description.png create mode 100644 docs/register-and-refine/examples/toxicity_judge_pipeline_registration/toxicity-judge-quick-test.png create mode 100644 docs/register-and-refine/examples/toxicity_judge_pipeline_registration/toxicity-judge-resources.png create mode 100644 docs/register-and-refine/examples/toxicity_judge_pipeline_registration/toxicity-judge-scoring.png diff --git a/docs/.nav.yml b/docs/.nav.yml index 527dd3e..a862e1c 100644 --- a/docs/.nav.yml +++ b/docs/.nav.yml @@ -20,8 +20,8 @@ nav: - Intent Classification Pipeline Example: - Prompt Registration: "register-and-refine/examples/intent-classification-pipeline-registration/prompt.md" - Pipeline Registration: "register-and-refine/examples/intent-classification-pipeline-registration/pipeline.md" - - Language Translation Pipeline Example: - - Pipeline Registration: "register-and-refine/examples/language-translation-pipeline-registration/pipeline.md" + - Toxicity Judge Pipeline Example: + - Pipeline: "register-and-refine/examples/toxicity_judge_pipeline_registration/pipeline.md" - Evaluate and Approve: - Overview: "evaluate-and-approve/index.md" @@ -78,4 +78,4 @@ nav: - "technology/self-hosting/configurations/*" - Hardening - Security: "technology/self-hosting/hardening.md" - Scaling: - - "technology/self-hosting/scaling/*" + - "technology/self-hosting/scaling/*" \ No newline at end of file diff --git a/docs/register-and-refine/examples/toxicity_judge_pipeline_registration/pipeline.md b/docs/register-and-refine/examples/toxicity_judge_pipeline_registration/pipeline.md new file mode 100644 index 0000000..f789a3c --- /dev/null +++ b/docs/register-and-refine/examples/toxicity_judge_pipeline_registration/pipeline.md @@ -0,0 +1,341 @@ +# Pipeline Registration Guide: Toxicity Judge + +This guide walks you through registering a **Toxicity Judge Pipeline** on the Corridor platform. This pipeline analyzes user messages and scores them across 7 toxicity categories using Gemini 2.0 Flash, providing detailed content moderation capabilities. + +**What This Pipeline Does:** + +- Scores messages on a 0-4 scale across 7 toxicity categories +- Provides detailed, granular toxicity classification +- Returns structured JSON output for easy integration +- Enables content moderation and safety filtering + +If you are new to Pipelines, read [What are Pipelines?](../../inventory-management/pipelines/index.md) to understand how they work. + +--- + +## Understanding the 7 Toxicity Categories + +This pipeline evaluates messages across these categories: + +1. **Contains Prohibited Words** - Explicit profanity and slurs +2. **Toxicity** - Harmful intent toward others +3. **Obscenity** - Sexual or vulgar content +4. **Identity Attack** - Targeting protected groups +5. **Insult** - Personal attacks +6. **Threat** - Intimidation or violence +7. **Sarcasm** - Mocking or contemptuous tone + +**Scoring Scale:** Each category receives a score from 0-4: + +- **0** = None/Neutral +- **1** = Mild +- **2** = Moderate +- **3** = Strong/Harsh +- **4** = Severe/Extreme + +--- + +## Prerequisites + +Before registering this pipeline, ensure you have: + +- **Registered Gemini 2.0 Flash Model** - Follow the [Model Registration Guide](../../model/) to register the model + +- **API Token Configured** - Ensure `GOOGLE_API_TOKEN` is set up in Platform Integrations + +**Quick Check:** Navigate to **GenAI Studio → Model Catalog** and verify `gemini_2_0_flash` is available. + +If you haven't completed these steps, please do so before proceeding. + +--- + +## Registration Steps + +### Step 1. Navigate to Pipeline Registry + +Go to **GenAI Studio → Pipeline Registry** and click the **Create** button. + +### Step 2. Fill in Basic Information + +![alt text](toxicity-judge-description.png) + +**Basic Information** fields help organize and identify your pipeline: + +- **Description:** Clear explanation of what the pipeline does and its workflow +- **Usecase Type:** The primary use case category - select **Classification** +- **Task Type:** Specific task the pipeline performs - select **Classification** +- **Impact of Generated Output:** Scope of the pipeline's usage - select **Internal - with external implications** +- **Data Usage:** Whether the pipeline uses additional data sources - select **No Additional Data** +- **Group:** Category for organizing similar pipelines - select **Example Pipelines** +- **Permissible Purpose:** Approved use cases and business scenarios for this pipeline - select **Reporting** + +**Example Description:** +``` +This pipeline generates toxicity scores across 7 categories for a given user message. It sends the message to the Gemini 2.0 Flash model with a structured prompt, extracts the model's JSON response, and returns the 0-4 scores for each category. + +These 7 categories are: +Contains Prohibited Words, Toxicity, Obscenity, Identity Attack, Insult, Threat, and Sarcasm. +``` + + +### Step 3. Configure Code Settings + +![alt text](toxicity-judge-code-configure.png) + +**Code Settings** define how your pipeline operates and which resources it uses. + +**Configuration Fields:** + +- **Alias:** `toxicity_judge`: A Python variable name to reference this pipeline in code + +- **Input Type:** Select **Python Function**: This pipeline uses custom Python code for toxicity scoring logic + +- **Pipeline Type:** Select **Free Form**: For flexible, can handle any type of task. + +- **Output Type:** `TypedDict[{"output": TypedDict[{'contains_prohibited_words': float,'toxicity': float, 'obscenity': float, 'identity_attack': float, 'insult': float, 'threat': float, 'sarcasm': float}], "context": str}]`: Defines the structure of the pipeline's return value. It returns toxicity scores (0-4) for 7 categories plus context information. + +- **Arguments:** + +- **Alias:** `user_message` + +- **Type:** `str` + +- **Is Optional:** No (required input) + +- **Default Value:** None + +- The user message text to analyze for toxicity + +### Step 4. Add Resources + + +![alt text](toxicity-judge-resources.png) + +**Resources** are the pre-registered components your pipeline will use. + +Click **+ Create New** or search for existing resources to add: + +**LLMs / Models:** + +- `gemini_2_0_flash` - The foundation model for toxicity classification + +**Prompts:** + +- `toxicity_classification_prompt` - The structured 7-category scoring prompt + +**Helper Functions:** + +- `extract_toxicity_scores` - Parses and extracts JSON scores from model response + +**Why These Resources?** + +- **Gemini 2.0 Flash**: Provides reliable, structured classification with JSON output +- **Toxicity Classification Prompt**: Contains detailed scoring scales for each category (0-4 ratings) +- **Extract Toxicity Scores Helper**: Handles various JSON formats and provides fallback parsing + +**Other Resources** (Not required for this pipeline): + +- **RAGs:** For retrieving toxicity rules or policies +- **Agents & Sub-Pipelines:** For complex multi-step moderation workflows + +### Step 5. Understanding the Prompt Template + +The toxicity classification prompt is a key component. Here's how it's structured: + +**Prompt Template Structure:** + +```markdown +You are a precise text classifier. Score each message across 7 toxicity categories using a 0-4 scale. + +CATEGORIES & SCALES: + +**Contains Prohibited Words** (explicit profanity/slurs): +0=None ("Thanks") | 1=Mild ("damn", "hell") | 2=Moderate ("shit", "ass") | +3=Strong ("fuck", "bitch") | 4=Severe (multiple strong words) + +**Toxicity** (harmful intent toward others): +0=Neutral ("I disagree") | 1=Mildly rude ("You're slow") | 2=Clearly hostile ("You're stupid") | +3=Very hostile ("You're worthless") | 4=Extreme malice ("I hate you") + +**Obscenity** (sexual/vulgar content): +0=None | 1=Mild ("crap", "damn") | 2=Moderate ("shit", "ass") | +3=Strong ("fuck", sexual refs) | 4=Graphic (explicit sexual content) + +**Identity Attack** (targeting protected groups): +0=None | 1=Subtle bias | 2=Stereotyping | 3=Direct group insults | 4=Hate speech/slurs + +**Insult** (personal attacks): +0=None | 1=Mild ("silly") | 2=Direct ("idiot", "stupid") | +3=Harsh ("worthless", "pathetic") | 4=Extreme degradation + +**Threat** (intimidation/violence): +0=None | 1=Vague ("watch it") | 2=Implied ("you'll regret this") | +3=Direct ("I'll hurt you") | 4=Specific violent threats + +**Sarcasm** (mocking/contemptuous): +0=None | 1=Light ("oh great") | 2=Clear mockery | 3=Mean-spirited | +4=Cruel/degrading sarcasm + +OUTPUT: Return only JSON with exact category names and integer scores 0-4. + +Message: {user_message} +``` + +**Key Features of This Prompt:** + +- **Clear Scoring Scales**: Each category has explicit 0-4 definitions with examples +- **Consistent Output Format**: Requests JSON only, no explanations +- **Concrete Examples**: Shows what each score level looks like +- **Precise Instructions**: Reduces ambiguity in scoring + +**Prompt Registration:** + +This prompt is registered as `toxicity_classification_prompt` with these settings: + +- **Group:** GGX Prompts +- **Task Type:** Classification + +For more details on prompt registration, see the [Prompt Registration Guide](../prompt/). + + +### Step 6. Write Pipeline Scoring Logic + +![alt text](toxicity-judge-scoring.png) + +**Pipeline Scoring Logic** orchestrates how resources work together to generate toxicity scores. + +**Variables Available in the Pipeline:** + +* `user_message` - The message to analyze (type: String) + +**Complete Pipeline Code:** +```python +# Step 1: Generate toxicity classification with Gemini +full_response = gemini_2_0_flash(toxicity_classification_prompt(user_message)) +full_response = full_response["response"] + +# Step 2: Extract structured scores from response +extracted_response = extract_toxicity_scores(full_response) + +# Step 3: Build response dictionary with toxicity scores +response = { + 'contain_prohibited_words': extracted_response.get('Contains Prohibited Words'), + 'toxicity': float(extracted_response.get('Toxicity')), + 'obscenity': float(extracted_response.get('Obscenity')), + 'identity_attack': float(extracted_response.get('Identity Attack')), + 'insult': float(extracted_response.get('Insult')), + 'threat': float(extracted_response.get('Threat')), + 'sarcasm': float(extracted_response.get('Sarcasm')) +} + +# Step 4: Return scores with context +return {"output": response, "context": None} +``` + +**Example Output Format:** + +```python +{ + "output": { + "Contains Prohibited Words": 2, + "Toxicity": 3, + "Obscenity": 1, + "Identity Attack": 0, + "Insult": 3, + "Threat": 0, + "Sarcasm": 2 + }, + "context": None +} +``` + + +### Step 7. Save the Pipeline + +Click **Create** to register the pipeline. + +The pipeline is now: + +- Available in the Pipeline Registry +- Ready for simulation and testing +- Ready for content moderation in applications + +--- + +## Testing Your Pipeline + +After creating the pipeline, thoroughly test it to verify accurate toxicity detection: + +![alt text](toxicity-judge-quick-test.png) + +### Quick Test (During Creation/Editing) + +1. While creating or editing the pipeline, scroll to the **Code** section +2. Click **Test Code** in the bottom right corner +3. Enter test messages to verify scoring without saving + +**Sample Test Cases:** + +```python +# Test Case 1: Clean message +user_message = "Thank you for your feedback!" +# Expected: All scores 0 + +# Test Case 2: Mild profanity +user_message = "This damn thing is frustrating." +# Expected: Prohibited Words: 1, Obscenity: 1 + +# Test Case 3: Direct insult +user_message = "You're an idiot." +# Expected: Insult: 2, Toxicity: 2 + +# Test Case 4: Multiple categories +user_message = "You stupid [slur], I'll get you for this." +# Expected: High scores across multiple categories + +# Test Case 5: Sarcasm +user_message = "Oh wow, what a brilliant idea. Really top-notch thinking there." +# Expected: Sarcasm: 2-3 +``` + +Reference the pipeline in your application code: + +```python +# Analyze a message for toxicity +result = toxicity_judge( + user_message="You're an idiot!", + history=[], + context=None +) + +# Access the toxicity scores +scores = result["output"] + +# Example scores: +# { +# "Contains Prohibited Words": 0, +# "Toxicity": 2, +# "Obscenity": 0, +# "Identity Attack": 0, +# "Insult": 2, +# "Threat": 0, +# "Sarcasm": 0 +# } +``` + + +## Conclusion: + +You've successfully learned how to register a Toxicity Judge Pipeline that: + +- ✅ Analyzes user messages across 7 toxicity categories +- ✅ Generates structured scores (0-4) for each category +- ✅ Leverages Gemini 2.0 Flash model for accurate classification +- ✅ Maintains clean, production-ready code with reusable toxicity prompt and response extraction +- ✅ Provides actionable insights for content moderation and safety monitoring + + +## Related Documentation + +- [Model 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zwUomp0!FpD>>b@+_nrzK%$s)6m{4V0(^W#dBV?B=POh%50YTm1vlZTe0}-n4{>sI2 zbDIYk{sSkbk_8PvVw&7#W;_zz|ffI^HiZL&u)h5*q5=1Z|8nJfEhCSR>4rGn3L9&Zu zaGgeab{2?~@Ysz>*3MGrockc%rP)eNe*d^sFRJcvJ*TIHvs@dc#mGnmbi)hc3CXlO ztr3@R{4J(*QWo$8i%s+#)h!)YRl&}*x8escpp#XLp0{mT!b)d(zTjjIVc5#NRpXjyaFv8 z{VpCW{ja|}%AhgL>UaMNi-b4&w-ucJ4}IqUA5_N3E=8>0Pg~#e|4vzjZ*0;?s-0?F z)LL0_oT@RLwG|b0*yM3m?tUMWPs#Se6I^qH2OS*{tbgV-k4t0OcDYscs`}jht0z?0 zICdoxhP8pa*28D$)OcRR%7)|eH>>+~d9HXIqymJv@ya^Bl|h7;Zx8(QapI308e367 z&ZzuLK_Mj61^ag^=AH*c!@no=KcbHHA0ONA;Bn8M|EAi2utW0SmKWm+MEI8EM&?q; R$v Date: Tue, 13 Jan 2026 06:13:20 +0000 Subject: [PATCH 2/3] Merge Language Translation Pipeline example from main with Toxicity Judge Pipeline example --- docs/.nav.yml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/docs/.nav.yml b/docs/.nav.yml index a862e1c..1514339 100644 --- a/docs/.nav.yml +++ b/docs/.nav.yml @@ -20,6 +20,8 @@ nav: - Intent Classification Pipeline Example: - Prompt Registration: "register-and-refine/examples/intent-classification-pipeline-registration/prompt.md" - Pipeline Registration: "register-and-refine/examples/intent-classification-pipeline-registration/pipeline.md" + - Language Translation Pipeline Example: + - Pipeline Registration: "register-and-refine/examples/language-translation-pipeline-registration/pipeline.md" - Toxicity Judge Pipeline Example: - Pipeline: "register-and-refine/examples/toxicity_judge_pipeline_registration/pipeline.md" From 3045e41b261fcc4d10ba51945a9fd85511430d50 Mon Sep 17 00:00:00 2001 From: Bibek Pal Date: Wed, 14 Jan 2026 06:03:51 +0000 Subject: [PATCH 3/3] Address PR review feedback --- docs/.nav.yml | 2 +- .../pipeline.md | 146 +++++++++++++----- .../toxicity-judge-code-configure.png | Bin 50466 -> 64575 bytes .../toxicity-judge-scoring.png | Bin 60290 -> 63933 bytes 4 files changed, 109 insertions(+), 39 deletions(-) diff --git a/docs/.nav.yml b/docs/.nav.yml index 1514339..410d088 100644 --- a/docs/.nav.yml +++ b/docs/.nav.yml @@ -80,4 +80,4 @@ nav: - "technology/self-hosting/configurations/*" - Hardening - Security: "technology/self-hosting/hardening.md" - Scaling: - - "technology/self-hosting/scaling/*" \ No newline at end of file + - "technology/self-hosting/scaling/*" diff --git a/docs/register-and-refine/examples/toxicity_judge_pipeline_registration/pipeline.md b/docs/register-and-refine/examples/toxicity_judge_pipeline_registration/pipeline.md index f789a3c..c9ab663 100644 --- a/docs/register-and-refine/examples/toxicity_judge_pipeline_registration/pipeline.md +++ b/docs/register-and-refine/examples/toxicity_judge_pipeline_registration/pipeline.md @@ -92,7 +92,7 @@ Contains Prohibited Words, Toxicity, Obscenity, Identity Attack, Insult, Threat, - **Pipeline Type:** Select **Free Form**: For flexible, can handle any type of task. -- **Output Type:** `TypedDict[{"output": TypedDict[{'contains_prohibited_words': float,'toxicity': float, 'obscenity': float, 'identity_attack': float, 'insult': float, 'threat': float, 'sarcasm': float}], "context": str}]`: Defines the structure of the pipeline's return value. It returns toxicity scores (0-4) for 7 categories plus context information. +- **Output Type:** `TypedDict[{"output": TypedDict[{'contains_prohibited_words': float,'toxicity': float, 'obscenity': float, 'identity_attack': float, 'insult': float, 'threat': float, 'sarcasm': float}]}]`: Defines the structure of the pipeline's return value. It returns toxicity scores (0-4) for 7 categories. - **Arguments:** @@ -145,48 +145,123 @@ The toxicity classification prompt is a key component. Here's how it's structure **Prompt Template Structure:** ```markdown -You are a precise text classifier. Score each message across 7 toxicity categories using a 0-4 scale. +You are an advanced text classification and evaluation system. Your role is to assess a single input sentence for potential harmful, offensive, or sarcastic content according to predefined, highly detailed categories and scales. -CATEGORIES & SCALES: +--- +## Purpose and Context +The classification will be used in downstream systems to detect and filter harmful or unsafe content. +The categories you evaluate cover multiple dimensions of potential abuse, ranging from explicit language to threats or sarcasm. +Your judgments will determine whether the sentence is flagged for review, so **precision and consistency are critical**. +--- -**Contains Prohibited Words** (explicit profanity/slurs): -0=None ("Thanks") | 1=Mild ("damn", "hell") | 2=Moderate ("shit", "ass") | -3=Strong ("fuck", "bitch") | 4=Severe (multiple strong words) +## Categories, Scales, and Examples +For **each category**, assign a score between 0 and 4, using the **category-specific scale** and examples provided. +Do not infer anything beyond the literal content of the message. Avoid leniency due to politeness markers if substance is harmful. +--- -**Toxicity** (harmful intent toward others): -0=Neutral ("I disagree") | 1=Mildly rude ("You're slow") | 2=Clearly hostile ("You're stupid") | -3=Very hostile ("You're worthless") | 4=Extreme malice ("I hate you") +### 1. Contains Prohibited Words +Definition: Explicitly bad, vulgar, offensive, or banned words. +Scale: +- **0** = No prohibited words. Example: "Have a nice day." +- **1** = Mild indirect/masked offensive words. Example: "Shoot, I forgot my keys." +- **2** = Common explicit words. Example: "This is shit." +- **3** = Frequent explicit words. Example: "You're a bastard and an asshole." +- **4** = Highly explicit, repeated usage. Example: "You f***ing whore and motherf***er." +--- -**Obscenity** (sexual/vulgar content): -0=None | 1=Mild ("crap", "damn") | 2=Moderate ("shit", "ass") | -3=Strong ("fuck", sexual refs) | 4=Graphic (explicit sexual content) +### 2. Toxicity +Definition: Rudeness or disrespect with potential to harm others. +Scale: +- **0** = Neutral. Example: "Thanks for your help." +- **1** = Mild rudeness. Example: "You're a bit slow sometimes." +- **2** = Clear disrespect. Example: "You're acting like a moron." +- **3** = Hostile. Example: "Nobody likes you." +- **4** = Extreme hate. Example: "I hope you suffer forever." +--- -**Identity Attack** (targeting protected groups): -0=None | 1=Subtle bias | 2=Stereotyping | 3=Direct group insults | 4=Hate speech/slurs +### 3. Obscenity +Definition: Vulgar, profane, or sexually explicit expressions. +Scale: +- **0** = No obscenity. Example: "I like your shoes." +- **1** = Mild profanity. Example: "What the heck?" +- **2** = Moderate profanity. Example: "This crap is annoying." +- **3** = Frequent or explicit vulgar content. Example: "This is f***ing nonsense." +- **4** = Graphic profane/sexual content. Example: "You filthy motherf***er and c***." +--- -**Insult** (personal attacks): -0=None | 1=Mild ("silly") | 2=Direct ("idiot", "stupid") | -3=Harsh ("worthless", "pathetic") | 4=Extreme degradation +### 4. Identity Attack +Definition: Negative targeting of race, gender, religion, nationality, sexual orientation, age, or disability. +Scale: +- **0** = None. Example: "Everyone deserves respect." +- **1** = Ambiguous group hints. Example: "Some people always behave like that." +- **2** = Moderate stereotyping. Example: "He's lazy because of where he's from." +- **3** = Explicit identity insult. Example: "People like her are useless because of their race." +- **4** = Strong hate speech. Example: "All [group] should be wiped out." +--- -**Threat** (intimidation/violence): -0=None | 1=Vague ("watch it") | 2=Implied ("you'll regret this") | -3=Direct ("I'll hurt you") | 4=Specific violent threats +### 5. Insult +Definition: Language meant to belittle, demean, or hurt. +Scale: +- **0** = None. Example: "Nice work." +- **1** = Mild insult. Example: "That was a dumb move." +- **2** = Direct insult. Example: "You're an idiot." +- **3** = Harsh insult. Example: "You're a worthless piece of trash." +- **4** = Extreme demeaning insult. Example: "You're the most pathetic excuse for a human." +--- -**Sarcasm** (mocking/contemptuous): -0=None | 1=Light ("oh great") | 2=Clear mockery | 3=Mean-spirited | -4=Cruel/degrading sarcasm +### 6. Threat +Definition: Intent to harm or intimidate. +Scale: +- **0** = No threat. Example: "I disagree with you." +- **1** = Vague intimidation. Example: "Watch out, you better be careful." +- **2** = Clear non-immediate threat. Example: "I'll ruin your career." +- **3** = Direct, severe threat. Example: "If you come here, I will hurt you badly." +- **4** = Immediate violent threat. Example: "I will kill you and no one will find you." +--- -OUTPUT: Return only JSON with exact category names and integer scores 0-4. +### 7. Sarcasm +Definition: Irony intended to mock or show contempt. +Scale: +- **0** = None. Example: "I appreciate your time." +- **1** = Subtle. Example: "Oh great, another meeting." +- **2** = Clear irony. Example: "Yeah, exactly how I wanted it to fail." +- **3** = Strong mocking. Example: "Brilliant idea — why didn't I think of that?" +- **4** = Harsh degrading sarcasm. Example: "Wow, you're a genius — pity everyone thinks you're an idiot." +--- -Message: {user_message} +## Definition of harmful +- For each of the 7 categories, if the score is 1 or above, the user message is considered harmful +--- + +## Output Format Specification +You must return the result as a **valid JSON object** in plaintext only. +**Do NOT** encode the JSON inside a string or add quotes around it. For example, return: + +{ + "Contains Prohibited Words": 0, + "Toxicity": 1, + "Obscenity": 2, + "Identity Attack": 0, + "Insult": 0, + "Threat": 0, + "Sarcasm": 0 +} + +Do NOT return the JSON with escape characters (no '\n', '\t', etc.) or surrounding quotes. +Return clean JSON only, nothing else. +--- + +## Current task +Please assess the harmful score for the 7 categories for the user message: {user_message} +Output the JSON result in plaintext and nothing else please. ``` **Key Features of This Prompt:** -- **Clear Scoring Scales**: Each category has explicit 0-4 definitions with examples -- **Consistent Output Format**: Requests JSON only, no explanations -- **Concrete Examples**: Shows what each score level looks like -- **Precise Instructions**: Reduces ambiguity in scoring +- **Purpose and Context**: Clearly explains the downstream use case for content filtering +- **Detailed Category Definitions**: Each category has a clear definition and 0-4 scale with examples +- **Harm Threshold**: Defines that any score of 1 or above is considered harmful +- **Strict Output Format**: Requires clean JSON output without escape characters **Prompt Registration:** @@ -228,10 +303,11 @@ response = { 'sarcasm': float(extracted_response.get('Sarcasm')) } -# Step 4: Return scores with context -return {"output": response, "context": None} +# Step 4: Return scores +return {"output": response} ``` + **Example Output Format:** ```python @@ -244,8 +320,7 @@ return {"output": response, "context": None} "Insult": 3, "Threat": 0, "Sarcasm": 2 - }, - "context": None + } } ``` @@ -279,23 +354,18 @@ After creating the pipeline, thoroughly test it to verify accurate toxicity dete ```python # Test Case 1: Clean message user_message = "Thank you for your feedback!" -# Expected: All scores 0 # Test Case 2: Mild profanity user_message = "This damn thing is frustrating." -# Expected: Prohibited Words: 1, Obscenity: 1 # Test Case 3: Direct insult user_message = "You're an idiot." -# Expected: Insult: 2, Toxicity: 2 # Test Case 4: Multiple categories user_message = "You stupid [slur], I'll get you for this." -# Expected: High scores across multiple categories # Test Case 5: Sarcasm user_message = "Oh wow, what a brilliant idea. 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