This release brings major enhancements to SnapLogic AgentCreator and SnapLogic’s portfolio of Snaps, further strengthening its AI-driven automation and vector database capabilities. We’ve introduced new Snaps across multiple LLM Snap Packs, enabling deeper integration with Azure OpenAI, Google GenAI, OpenAI, and Pinecone. These additions make it easier to build intelligent, scalable, and automated AI workflows while simplifying access to vector stores and search functions.
Expanding AI and vector search capabilities
The Azure OpenAI Snap Pack now supports vector store management, allowing users to create, list, add, and remove files from vector stores, making similarity search and retrieval-based AI applications more efficient. Additionally, Azure OpenAI Assistants Snaps streamline tool execution by submitting tool outputs and intelligently routing tool calls, improving interaction with LLM-based workflows. We’ve also introduced the Azure Data Source AI Search Snap, which enables intelligent search across indexed datasets, unlocking new possibilities for AI-driven query execution and knowledge retrieval.
The Google GenAI Snap Pack similarly gains powerful tool-calling capabilities, allowing external tools to supply data dynamically to LLMs. The Google GenAI Function Generator and Function Result Generator Snaps further enhance this by automating function definitions and formatting results, making GenAI applications more accurate and efficient.
We’ve expanded the OpenAI Snap Pack with vector store management Snaps, similar to those introduced for Azure OpenAI, helping users organize and retrieve structured data efficiently. The Pinecone Snap Pack also now supports index and record deletion, improving the flexibility of managing high-performance vector search applications.
These updates show that regardless of what LLM or vector store you use, you can build powerful GenAI applications and agents fast using the SnapLogic platform.
Sometimes it is hard to visualize how these updates would help you solve your enterprise problems. To help you with that, our team has built a number of GenAI agents using Snaps that we have previously released. Check out the Data Science Agent that allows business users to do ad-hoc querying in a natural language or the Database Query Agent that allows non-technical users to easily query a database to find what they need.

Streamline real-time data replication with the Oracle CDC Snap Pack
Keeping enterprise data synchronized in real time is crucial for analytics, reporting, and operational efficiency. The new Oracle CDC (Change Data Capture) Snap Pack simplifies real-time data replication by capturing inserts, updates, and deletes from Oracle Database transaction logs. Instead of relying on periodic batch processing, this Snap Pack ensures that only the changed data is retrieved and processed, reducing load times and improving performance. Whether you’re migrating to the cloud, maintaining a data warehouse, or enabling real-time analytics, Oracle CDC helps keep your data fresh and synchronized with minimal overhead.
Effortless human resource data management with Oracle HCM Snap Pack
Managing HR processes efficiently requires seamless access to employee records, payroll data, and organizational structures. The new Oracle HCM Snap Pack enables enterprises to integrate Oracle Human Capital Management (HCM) with other systems of record allowing for effortless data retrieval and updates. With dedicated Snaps for reading, inserting, updating, and deleting HCM data, organizations can automate HR workflows, synchronize workforce data across systems, and improve decision-making. Whether updating employee records, managing payroll, or maintaining compliance, this Snap Pack ensures a smooth and secure exchange of HR data within your enterprise.
Unlock serverless query Power with the Amazon Athena Snap Pack
For organizations leveraging Amazon Athena to run serverless, SQL-based queries on S3 data, SnapLogic now provides a dedicated Snap Pack to simplify access and execution. The Athena Bulk Load, Query, and Select Snaps make it easier to ingest, retrieve, and analyze data stored in Amazon S3 without provisioning additional infrastructure. By automating data extraction and loading tasks, enterprises can accelerate insights and optimize their big data analytics pipelines with greater efficiency.
Seamless gRPC service interactions with API Suite enhancements
Expanding our API connectivity, we’ve introduced the gRPC Client Snap, enabling users to invoke services on gRPC (Google Remote Procedure Call) servers directly from SnapLogic. This enhancement supports high-performance, low-latency communication between distributed applications, making it ideal for microservices architectures and real-time data processing. With this addition to the API Suite, organizations can integrate with modern, high-speed APIs and unlock new levels of connectivity across their digital ecosystem.
Other Key Enhancements include:
Improved Reliability for Google BigQuery Snaps: The BigQuery Write, Execute, and Bulk Load (Cloud Storage) Snaps now feature implicit retry functionality, ensuring greater resilience by automatically retrying failed operations due to transient errors, improving the stability of data processing workflows.
Seamless Access to Databricks Unity Catalog: The Databricks Bulk Load, Delete, Insert, Merge Into, Select, and Unload Snaps now support Unity Catalog, enabling users to access and manage cataloged data seamlessly across their Databricks environment for improved governance and organization-wide data accessibility.
To learn about these and other key product updates, please check out the SnapLogic documentation.