| """
|
| sym_map.py - All synonyms for the TF-IDF Vectorizer
|
| """
|
|
|
| SYNONYM_MAP = {
|
|
|
| 'containeriz': 'docker',
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| 'containerize': 'docker',
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|
|
|
|
| 'version control': 'git',
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| 'source control': 'git',
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|
|
|
|
| 'gitlab': 'github',
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| 'bitbucket': 'github',
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| 'pull request': 'github',
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|
|
|
|
| 'infrastructure-as-code': 'ci/cd',
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| 'continuous integration': 'ci/cd',
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| 'continuous deployment': 'ci/cd',
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| 'continuous delivery': 'ci/cd',
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| 'github actions': 'ci/cd',
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| 'gitlab ci': 'ci/cd',
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| 'jenkins': 'ci/cd',
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| 'devops': 'ci/cd',
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| 'cicd': 'ci/cd',
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|
|
|
|
| 'generative ai': 'genai',
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| 'frontier model': 'genai',
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| 'foundation model': 'genai',
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| 'gen ai': 'genai',
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| 'gemini': 'genai',
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| 'claude': 'genai',
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| 'gpt': 'genai',
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|
|
|
|
| 'multi-agent': 'agents',
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| 'orchestrat': 'agents',
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| 'agentic': 'agents',
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| 'copilot': 'agents',
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|
|
|
|
| 'model context protocol': 'mcp',
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| 'protocol wrapper': 'mcp',
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| 'function calling': 'mcp',
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| 'tool call': 'mcp',
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|
|
|
|
| 'prompt engineer': 'prompt engineering',
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| 'chain-of-thought': 'prompt engineering',
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| 'system prompt': 'prompt engineering',
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| 'few-shot': 'prompt engineering',
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| 'zero-shot': 'prompt engineering',
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| 'prompt design': 'prompt engineering',
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|
|
|
|
| 'experiment track': 'mlops',
|
| 'model monitor': 'mlops',
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| 'model deploy': 'mlops',
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| 'model registry': 'mlops',
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| 'ml ops': 'mlops',
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|
|
|
|
| 'k8s': 'kubernetes',
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| 'helm': 'kubernetes',
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| 'eks': 'kubernetes',
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| 'aks': 'kubernetes',
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| 'gke': 'kubernetes',
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|
|
|
|
| 'postgresql': 'sql',
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| 'postgres': 'sql',
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| 'pgvector': 'sql',
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| 'snowflake': 'sql',
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| 'databricks': 'sql',
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| 'mysql': 'sql',
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| 'nosql': 'sql',
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|
|
|
|
| 'azure ai search': 'vectordb',
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| 'vector database': 'vectordb',
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| 'vector store': 'vectordb',
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| 'embedding store': 'vectordb',
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| 'pinecone': 'vectordb',
|
| 'chromadb': 'vectordb',
|
| 'weaviate': 'vectordb',
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| 'qdrant': 'vectordb',
|
| 'faiss': 'vectordb',
|
| 'milvus': 'vectordb',
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|
|
|
|
| 'natural language': 'nlp',
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| 'named entity': 'nlp',
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| 'text classification': 'nlp',
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|
|
|
|
| 'amazon web services': 'aws/azure',
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| 'azure openai': 'aws/azure',
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| 'google cloud': 'aws/azure',
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| 'ai foundry': 'aws/azure',
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| 'sagemaker': 'aws/azure',
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| 'bedrock': 'aws/azure',
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| 'gcp': 'aws/azure',
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| 'lambda': 'aws/azure',
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| 'ec2': 'aws/azure',
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| 's3': 'aws/azure',
|
| } |
