Oracle Machine Learning Data Science Agent
Data Science Agent is an intelligent built-in conversational chatbot integrated with Oracle Machine Learning UI included in your Oracle Autonomous AI Database subscription. You must provide the LLM, whether from a third-party AI provider, OCI GenAI Service, or one you privately host. You can run complete data science workflows using natural language in the Data Science Agent chat.
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Access Data Science Agent
Data Science Agent is an intelligent built-in conversational chatbot integrated with Oracle Machine Learning UI included in your Oracle Autonomous AI Database subscription. You must provide the LLM, whether from a third-party AI provider, OCI GenAI Service, or one you privately host. You can run complete data science workflows using natural language in the Data Science Agent chat.
Create AI Credential and AI Profile
An AI Credential is information that contains authentication details required for the database to access Oracle Cloud Infrastructure (OCI) resources on behalf of a user or application. The AI credential comprises information such as user_ocid, tenancy_ocid, private_key and fingerprint. An AI Profile is information about a user and their attributes, such as provider, credential_name, and object_list.
Recommended Models
Data Science Agent works with large language models accessed through Oracle DBMS_CLOUD_AI and DBMS_CLOUD_AI_AGENT packages. Learn more about the models recommended by Oracle.
Manage Data Science Conversations
Create your Data Science Agent conversation to interact with the agent on these areas of data science and machine learning - data profiling, data wrangling and transformation, Statistical analysis of variable relationships, feature importance, classification, regression, XGBoost, clustering, anomaly detection, model training and evaluation, and inference on new data.
Issue prompts to Data Science Agent
Learn how Data Science Agent supports a novice user in exploring the dataset present in the SH schema, and in building and evaluating a machine learning model. It also shows the effectiveness of Natural Language to SQL (NL2SQL) in Data Science Agent.