All Connector Updates

New Connector - Cohere

We're excited to introduce our latest connector addition - Cohere.

Customers can use this connector to leverage Cohere's advanced large language models (LLMs) and Retrieval-Augmented Generation (RAG) capabilities, designed for enterprise applications.

Key features:

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The Cohere connector simplifies the creation and management of text and document embeddings, enabling powerful similarity searches and conversational AI interactions. Supported operations include:

• Generating Text Embeddings:

  Create vector representations of text for nuanced similarity searches.

• Batch Document Embeddings:

  Process and generate embeddings for large batches of documents, optimising for efficiency in data-heavy scenarios.

• Query Embeddings Generation:

  Turn incoming queries into embeddings, enhancing search accuracy within vector databases.

• Chat Generation:

  Leverage similarity searches to produce model responses for chat interactions, facilitating more engaging and context-aware conversational experiences.

For detailed implementation guides and more information, please visit the Tray Documentation.

New Connector - Pinecone

We're excited to introduce our latest connector addition - Pinecone.

Customers can use this connector to leverage Pinecone's vector database for advanced AI-powered applications directly within your workflows.

Key Features:

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The Pinecone connector facilitates the use of a managed, cloud-native vector database directly within Tray.io, simplifying the process of storing vectors and their associated metadata for AI applications. It supports operations such as upserting vectors individually or in batches, requiring no infrastructure hassles and ensuring low latency query results at scale.

For detailed implementation guides and more information, please visit the Tray Documentation.

Python - New Libraries in v2.0

Version: 2.0

Release Date: March 4th, 2024

We're thrilled to introduce version 2.0 of the Python Connector, which now supports an extensive range of Python 3.11 functionalities, enhancing your scripting capabilities within your Tray automations.

Key Highlights:

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• Broad Support for Python 3.11:

  With the exception of certain methods due to security or specific use cases (e.g.,

  aiter(), anext(), breakpoint()), v2.0 brings you closer to the full power of Python.

• Enhanced Module Support:

  Dive into a wide array of supported modules, including math, cmath, random, statistics (with some limitations), fractions, decimal, copy, array, pprint, itertools (excluding batched), operator, datetime

  (excluding some methods), calendar, zoneinfo, and collections, unlocking new possibilities for data manipulation and analysis.

• Practical Application Scenarios:

  From pretty-printing data structures for enhanced readability to applying filters via

  itertools and generating calendars, these updates are designed to streamline your Python scripting tasks.

For detailed examples, usage guidelines, and a comprehensive list of supported and non-supported functionalities, refer to Tray Documentation - Notes on using Python.

OpenAI - New Operations in Connector v2.0

Version: 2.0

Release Date: March 1st, 2024

This connector update introduces new capabilities for creating embeddings, chat completions, and moderating content directly through the OpenAI API, enhancing the connector's utility for AI-powered applications.

What's New?

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• Create Embeddings:

  Generate text embeddings using OpenAI's models. These embeddings are instrumental for performing similarity searches, broadening the scope for applications in information retrieval and data analysis.

• Create Chat Completion:

  Generate model responses to chat conversations. This operation leverages similarity search results to create contextually relevant responses, enriching conversational interfaces with more accurate and engaging interactions.

• Create Moderation:

  Facilitate content moderation efforts. This operation helps identify content that may violate guidelines or contain offensive language, ensuring user interactions remain appropriate and respectful.

For detailed implementation guides and more information, refer to Tray Documentation - OpenAI.

Connector Development Kit (CDK) v3.1.0 - OpenAPI Spec Importer Tool & Connector Sharing

What’s New in CDK v3.1.0?

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This update introduce two new exciting features for CDK users:

• Enhanced support for generating connectors from OpenAPI specifications, making it easier to integrate APIs into the Tray Platform

• The ability for users to share deployed connectors within their organisation.

User-Facing Changes:

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• OpenAPI Spec Import: CDK users can now import OpenAPI 3.0 specifications to generate connectors even faster. This streamlines the creation of connectors for APIs with an OpenAPI spec file.

  • Supported Features & Limitations: The release supports schema internal component references, JSON OpenAPI spec version 3, and primitive types for inputs/outputs. YAML spec files, Swagger API version 2, and some authentication features remain unsupported.

  • Error Handling Enhancements: An errors.json file will be generated for any import process errors, offering clear feedback on issues to address.

• Sharing Connectors:

  Users can now share deployed connectors with team members within the same organisation by specifying their emails directly in the CLI. This is a big first step towards enhancing collaboration and management of integrations.

For detailed implementation guides and more information, please visit the Tray Developer Portal.

Anthropic (Claude) - 'Create Message' operation added

Version: 1.0

Release Date: February 8th, 2024

We are thrilled to introduce an update to our Anthropic Claude connector, now including the new 'Create Message' operation. This enhancement builds on our existing integration, allowing for more dynamic and context-rich interactions with Anthropic's Claude assistant within your Tray workflows.

What's New?

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'Create Message' Operation:

• Integration with Claude's Messages API (beta):

  This operation enables more sophisticated AI interactions by leveraging Claude's ability to understand and respond to complex scenarios.

• Guided Prompt Design:

  Utilise the guides provided in Claude's documentation to craft effective prompts, ensuring Claude delivers relevant and accurate responses.

• Enhanced Interaction Model: Define roles for 'System' and 'User' to better control the flow of information and context in your AI interactions.

Getting Started

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Head to our documentation for more information, including a detailed example of how you can integrate the 'Create Message' operation into your workflows.

Microsoft Teams Trigger 2.0

The Microsoft Teams Trigger connector has been updated with the following:

• OAuth app updated to fix an issue where users were unable to create a new authentication.

Microsoft Teams 2.0

The Microsoft Teams connector has been updated with the following:

• OAuth app updated to fix an issue where users were unable to create a new authentication.