AI APIs - Secure and Simple AI Integration for your products
Integrate AI to your products and tools using ConfidentialMind AI APIs. Run the technology in your environment, such as on-prem, private or public cloud, or edge for data security and privacy.
Access pre-trained foundational model capabilities via APIs. It is a simple way to add basic AI features to your products. Their capabilities lie in the training data that they use to answer requests. But nothing outside of that scope. As a result, these tools can answer general questions, create documentation summarization, or translate text.
Tasks requiring generalized outputs
Domains with low emphasis on real-time information
Applications where all relevant knowledge is in training data
RAG API
A Retrieval Augmented Generator (RAG) is an AI system that combines traditional LLM strength with retrieving information from databases or files. It's crucial because with rag systems, you increase LLMs capacity to answer questions outside their training data scope. For example, you can create a chatbot that connects with internal documents, which customers can use to ask questions about your services or products.
Applications needing data from internal and external data sources
GraphRAG API
GraphRAG is a tool that stores data in a graph-based structure. In that space, it creates better contextual relationships between data and entities, which is crucial for applications requiring more accurate responses. However, this is not for all use cases because it tends to be slower than other tools. For example, it works for research where you have time to let the system run in the background before generating the response.
Larger tasks requiring more extensive processing of data
Scenarios where you need to understand the contextual relationship between entities
Complex problem solving where relationships between data are critical to generating accurate answers
AI Agent API
AI agents are intelligent systems that can understand the environment and perform actions autonomously without human intervention. It can also improve performance by learning from feedback or looking for more information. Businesses can use them to complete simple or complex problems based on goals and feedback.
Complex, multi-step workflows
Scenarios requiring decision-making and task execution
Dynamic environments where multi-step reasoning and adaptability are critical
3 Simple Steps to Deploy AI With API
Deploy AI System
Choose a use case, and our platform automatically deploys the AI system with all the required backend components, such as databases and LLM models.
Connect Your data
Easily connect your data using data connectors without moving data away from your environment so you can keep your data secure.
Integrate via API
Our system creates a simple-to-use API for your deployment. Use it to integrate AIinto your existing or new products and services.
Automatic CI/CD
The ConfidentialMind stack includes build in CI/CD. It connects to your git repository and automatically deploys the needed LLMs and your backend micro services.
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