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                                                      The Tray AI palette

                                                      Tray has a 'palette' of AI connectors which significantly the power of your automations, allowing you to incorporate advanced AI functionalities into your workflows and integrations.

                                                      By leveraging these connectors, businesses can improve decision-making, automate complex tasks, enhance data processing, and ensure data privacy across their integrated systems and processes.

                                                      Native Merlin connectors
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                                                      Merlin Extract Connector
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                                                      The Merlin Extract connector specializes in extracting text and structure from various document formats, including images and PDFs. In an iPaaS environment, this can be utilized for:

                                                      • Automating data entry by extracting information from scanned documents or images

                                                      • Enhancing document processing workflows by converting unstructured data into structured formats

                                                      • Improving searchability of document repositories by extracting and indexing content

                                                      Merlin Functions Connector
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                                                      The Merlin Functions connector offers AI-powered text processing capabilities such as text generation, classification, and sentiment analysis. In an iPaaS setting, this connector can be employed for:

                                                      • Enhancing customer feedback analysis by automatically categorizing and assessing sentiment

                                                      • Generating personalized content for marketing or communication workflows

                                                      • Improving data quality by classifying and standardizing text inputs

                                                      Merlin Guardian Connector
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                                                      The Merlin Guardian connector focuses on data security and privacy, offering robust data masking capabilities. In an iPaaS environment, this connector is crucial for:

                                                      • Ensuring compliance with data protection regulations by masking sensitive information in data flows

                                                      • Enhancing data sharing processes by allowing safe transmission of partially anonymized data

                                                      • Improving testing and development workflows by providing realistic but anonymized data

                                                      Third-party AI connectors
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                                                      Tray also has a range of third-party AI connectors which can be used for tasks such as:

                                                      • Automating customer support by generating human-like responses to inquiries

                                                      • Filtering user-generated content for potentially harmful material before publication

                                                      • Enhancing decision-making processes by generating analysis and recommendations

                                                      • Creating personalized content for marketing campaigns

                                                      • Building robust RAG (Retrieval-Augmented Generation) pipelines

                                                      • Enhancing data analysis workflows with AI-powered insights

                                                      • Creating multi-lingual content by leveraging different language models

                                                      • Automating content creation for blogs, social media, or product descriptions

                                                      • Enhancing data analysis by automatically categorizing and summarizing large volumes of text

                                                      • Improving customer interactions by generating context-aware responses

                                                      OpenAI Connector
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                                                      The OpenAI connector allows users to leverage OpenAI's powerful language models within their Tray workflows. Key operations include creating chat completions, generating text embeddings, and performing content moderation.

                                                      Anthropic Connector
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                                                      The Anthropic connector provides access to Anthropic's AI models, particularly their Claude model. It offers operations for creating chat completions and generating text.

                                                      AWS Bedrock Connector
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                                                      The AWS Bedrock connector allows users to interact with various AI models hosted on AWS, including both frontier and open-source options. It supports operations like AI text generation and creating embeddings.

                                                      Cohere Connector
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                                                      The Cohere connector offers a range of natural language processing capabilities, including text generation, classification, and summarization.