Version 1.7 (2025-11-24) Release Notes
Supported Features
- Introducing Data Apps! A new way to build workflows, explore data and chat with agents.
Version 1.6 (2025-10-17) Release Notes
Supported Features
- Reflection mode now supported in agents.
Version 1.5 (2025-09-24) Release Notes
Supported Features
- Citations in deployed agents
- Quota and plans
Version 1.4.3 (2025-09-19) Release Notes
Version 1.4.2 (2025-09-02) Release Notes
Supported Features
- Bug Fixes
- Fixed an issue ingesting parquet files
- Fixed an issue ingesting PDFs with many images on a page
Version 1.4.1 (2025-08-27) Release Notes
Supported Features
- Bug Fixes
- Fixed an issue where image descriptions did not match their images
Version 1.4 (2025-08-16) Release Notes
Supported Features
Multi-modal and Multi-structural Ingestion Pipelines:- Faster processing speeds with support for larger PDF files!
- Users can now incrementally add data from external data connectors like Amazon S3 and Azure Blob Storage.
- Users can upload CSV data to unstructured pipelines.
Embedding Spaces:- Tabular embedding spaces now accept user input columns.
Multi-space Agents Builder:- Plots in agent messages can now be customised!
- Additional operations like DataAnalysis and FindRelevantDocuments have been added to support CSV data.
Evaluation Phase Limitations
- Supported File Format:
- Unstructured Data:
- Structured Data: Currently, only Parquet format is supported. Tables must not exceed 10 million rows.
- Per-File Limits:
- Unstructured Data:
- File Size: 10 MB
- Page Count: 200 pages
- Files larger than these limits may take significantly longer to process.
- Structured Data (Tables):
- Row Limit: 10 million rows per table
- Split larger tables into smaller ones before uploading.
- Batch-Upload Recommendation:
- For unstructured data (PDFs): Upload up to 5 files per batch for smoother and faster processing.
- For structured data (tables): Upload one table at a time to ensure proper ingestion.
- Multi-File Submissions:
- Unstructured Data (PDFs): If a single PDF exceeds 10 MB or 200 pages, split it into multiple PDFs.
- Split documents into 200 page PDFs to improve parsing times.
- Structured Data (Tables): If a table exceeds 10 million rows, split it into smaller tables before uploading.
- Storage & Ingestion Constraints:
- Ingestion Pipeline Limit: 1 GiB
- Total Room Limit: 5 GiB
- Others:
- Data should be clean and ready to be used for feature engineering.
- Unique primary keys are expected in data for accurate data retrieval.
- New organization users should be added through Corvic support.
- Users need to configure primary and foreign keys for each source schema.
Version 1.3 (2025-07-17) Release Notes
Supported Features
- Multi-modal and Multi-structural Ingestion Pipelines:
- Users can now upload data from external data connectors like Amazon S3 and Azure Blob Storage.
Admin Dashboard- Data Connectors:
- Admins can now configure external data sources like Amazon S3 buckets and Azure Blob Storage.
Version 1.2 (2025-07-09) Release Notes
Supported Features
- Multi-modal and Multi-structural Ingestion Pipelines:
- Users can now upload Text, Markdown, HTML and Docx files in addition to pdf/pptx files for unstructured pipelines
- Embedding Spaces:
- New Image embedding model supported:
- We have added support for SigLIP2, a multilingual vision-language encoder by Google DeepMind Research.
- Multi-space Agents Builder:
- To enhance customization of agents, we’ve introduced two new prompt types for the agent:
- Persona Prompt: Assign a distinct persona to the agent to customize its tone and style for more personalized interactions.
- Workflow Prompt: Introduce workflow-specific prompts that guide the agent with targeted instructions tailored to particular tasks or processes.
- New operations added to the Chain of Actions!
- Retrieve Adjacent: This operation performs one-hop neighbor retrieval, returning only the immediate (direct) connections of the specified input entities. This is useful to gather more precise context.
- Temporal Analysis: This operation analyzes time series data to identify underlying trends and seasonality. Seasonality highlights recurring patterns (e.g., sales peaks during holidays), while trend analysis reveals the overall direction of the data over time.
- SQL Queries now available in Agent Context.
- AI generated starter queries available for deployed agents.
- New look for the Integrations and Sharing Modal.
- Bug Fixes
- Fixed an issue where space generation would fail when using GCP models.
- Fixed a UI issue where the Unpublished Changes badge appeared after deployment, even when no changes were made.
- Fixed an issue where the integration and sharing modal displayed an incorrect MCP URL.
Version 1.1 (2025-06-11) Release Notes
Supported Features
- Bug Fixes
- Fixed an issue with deployed agent being locked before being deployed.
- Disabled deployment preview when updating agent configuration to avoid race conditions.
- Fixed an issue where broken images and links were available in agent messages
- Update documentation with new section on MCP integrations
- Added support for citations of images on preview
Version 1.0 (2025-05-23) Release Notes
Supported Features
- Ingestion Pipelines:
- Search and filter by status through multiple PDF files uploaded in a single pipeline.
- Embedding Spaces:
- Cloning space configuration available now!
- Support for custom space names now available.
- Multi-space Agents Builder:
- Deployed agents now available as a Beta feature!
- Integrate MCP Endpoint to seamlessly unlock the power of Corvic agents in your system.
- Agents Citations is also available as a Beta feature!
- Agent answers now include references to source documents to support their responses.
Beta 2.4 (2025-05-18) Release Notes
Supported Features
- Multi-modal and Multi-structural Ingestion Pipelines:
- Users can now upload pptx files in addition to pdf files for unstructured pipelines.
- Admin Dashboard
- Advanced user management:
- Admins can now organize and invite new members to their organization- saving time on setup and coordination.
- Enhanced Sign-in experience
- It’s now easier and more secure to manage who has access to your Corvic environment.
- Multi-space Agents Builder:
- More accurate AI insights
- Cloning agent configuration available now!
- Improved UI experience on Tablets and iPads
Beta 2.3 (2025-04-14) Release Notes
Supported Features
- Multi-modal and Multi-structural Ingestion Pipelines:
- File download and preview options available now!
- Improved tracking for file uploads and failures.
- Admin Dashboard
- Custom LLM Integrations supported:
- Bring your own endpoints for agents to enable seamless data integration.
- Compatible API types:
- OpenAI Generic - Works with:
- OpenAI Azure - Works with:
- Subscription plans:
- Corvic now offers a Premium and Enterprise tier. Reach out to support@corvic.ai for more information.
- Usage dashboard
- Track your data and computation usage across rooms
- Multi-space Agents Builder:
- Live context supported for Agents for incremental data ingestion.
- New custom query suggestions based on spaces available.
- New completion LLMs Supported:
- Custom LLM Integration endpoints
- Google: Gemini 2.0 Flash Thinking Preview
- Google: Gemini 2.0 Flash
Beta 2.1 (2025-03-10) Release Notes
Supported Features
- Multi-modal and Multi-structural Ingestion Pipelines:
- Unstructured data (PDF): Documents, Images, Slides
- Structured data (Parquet): Tabular data
- Handles complex data transformations:
- PDF extraction including text, images, tables, graph layout
- Multi-file uploads
Supports Incremental Ingestion- Diverse Embedding Space:
- Semantic embeddings supported:
- Google: GCP Vertex AI text-embedding-004
- OpenAI: Text-embedding-3-small
- OpenAI: Text-embedding-3-large
- Multi-model (Image) embeddings supported:
- Tabular embeddings supported:
- Corvic: Categorical/Numerical Embed
- Graph embeddings supported:
- Corvic: Graph Structure Embed
Embedding Space Exploration and Visualization:- Multi-modal exploration
- Search images and text together
- Advanced search filters
- Easy export of multi-modal embeddings
- Multi-space Agents Builder:
- Multi-space agents
- Multi-modal chat: Retrieve and analyze images in chat
- Easy agent configuration
- Dynamic chain of actions
- Multi-modal context with explainability
- Major completion LLMs Supported:
- OpenAI: GPT 4o
- OpenAI: GPT 3.5 Turbo
- OpenAI: GPT 4o Mini
- Google: Gemini 2.0 Flash Preview
- Google: Gemini 1.5 Pro Preview
- Google: Gemini 1.5 Pro
- Google: Gemini 1.5 Flash Preview
- Google: Gemini 1.5 Flash
Quick Mode functionality for automated workflow setup
Alpha 0.2 (2025-02-27) Release Notes
Supported Features
- Vector search functionality with back-linking capabilities to original data
- Access control
- Interactive visualizations
- Improved structural transformation engine to support text-to-graph, table-to-text, and graph-to-text data conversions
- Out-of-the-box LLM offerings
Alpha 0.1 Release Notes
Supported Features
- Generation of embedding pipelines through the UI
- Uploading tabular data in the Parquet file format
- Autonomous table-to-graph data structure transformation
- Node2Vec graph embedding, utilizing graph transformation of feature views
- Visualized analysis of embeddings via UMAP plot
- Static embedding quality metrics: Stable Rank, Reciprocal Condition Number, and NE Sum.
- Embeddings export via Parquet format file download.
Coming Soon
Features
- Integration with cloud object storage services for data origins
- Autonomous schema extraction from data ingestion
- Advanced operations for agent policy generation
- Advanced quality metrics
- Python SDK and API-level integration
- Agent Deployment
- More Completion LLMs:
- Anthropic: Claude 3.5 Sonnet
- Anthropic: Claude 3 Haiku
- Mistral: Mistral Large