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Last Update
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🔍 Detailed quarterly roadmap -
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Q4/2024
| Note |
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The roadmap is currently worked on, always indicative, non-binding, non-exhaustive, and subject to change. It will be updated 2x per month. If you want to receive further details about progress or scope of certain items, please consult your account manager. |
Platform
Feature | Component | Details | Estimated Timeline |
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Link Ticket | |
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| 1 |
Enabling Document intelligence GA versions |
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Enable easy export of reports in the platform and add a copy button
| Enables the ingestion of documents trough Document Intelligent GA API improving the chunking of complex documents |
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| 2 |
Image-Text Document Ingestion with GPT Vision Integration |
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Enable the users to see previous reports that were generated for a client room in the sidebar during a call
Enables the ingestion of documents containing both text and images through GPT Vision. The system automatically analyzes and describes images within documents using GPT Vision, integrating the descriptions into the document’s text data for comprehensive analysis and improved searchability. | Release 52 |
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| 3 | Elastic Search |
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Chat Interface: Save Prompts (Prompt Library)
| Status | ||||
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Enables the end user to save his/her own prompts in the different spaces
| Status | ||||
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| Implement elastic search for a faster and more accurate search | Release 52 |
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| 4 |
Ingestion event hooks |
| Ingestion event hooks for different file types |
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| 5 | Spaces concept: Scope rules |
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New view and structure of the knowledge base enabling admin users to create new folders (scopes)
Filter frontend for metadata (e.g. no file older than 6 months) |
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| 6 | Spaces concept: Assign space manager |
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Enable multiple embedding models per cluster to enable the client to easily test.
Ensures that only eligible users can see the spaces they are managing and not all spaces. |
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| 7 | Upload functionality in Translation UI |
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Who has write and read access to thet folder and is document intelligence activated or not
| Status | ||||
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Implement the functionality to upload xlsx, pptx, wordx and pdf to the translation UI to translate documents. | Release 48 |
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| 8 | Consumption analytics |
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Filter frontend for metadata (e.g. no file older than 6 months)
Enables and admin to export the .csv on a platform to review the token consumption | Release 52 | ||||||||||||||||||||||||
| 9 | Data export role |
| New role for the export of detailed chat interaction and feedback (including prompts). Details see here: Roles and Permissions |
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| 10 | Data retention on prompts in chat |
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Ensures that only eligible users can see the spaces they are managing and not all spaces.
Reduce data retention of messages in chats to the same as data retention of documents. |
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| 11 | SCIM |
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Enables you to create, edit and delete groups in FE
| Status | ||
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Enable SCIM for user group sync | Release 48 |
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| 12 |
Ingestion: Automatic retry of failed files |
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Provides you an overview on who is part of which groups and has access to which folders
Implement retries on ingestion before marking the file as failed. |
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| 13 | Implement Magic Table |
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Automatically deleting the files uploaded in the upload & chat
| Status | ||||
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Enable table interactions for AI-Agents for long running jobs in an excel style way. The new UI enables the Clients for new ways of interacting with the platform. | Release 48 |
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| 14 | Previous reports of the client in the sidebar |
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| Enable the users to see previous reports that were generated for a client room in the sidebar during a call |
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Document URLs behind authentication (not directly referencing the blob storage anymore from the frontend)
| Status | ||||
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| 15 | Ingest Teams recordings |
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Enables the end user to stop the answer generation and start a new question (similar to ChatGPT)
| Ingest Teams recordings/transcripts directly form Teams | Release 52 | |||
| 16 | Multimodality: Voice |
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| Implementing prototype at scale | Release 52 |
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| 17 | Integrate recording as a use case in the chat menu |
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Enables the admin to select multiple files and folders to delete at once
| Implement the recording calendar in the chat Menu interface | Release 52 | |||
| 18 | Chat over multiple calls |
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https://unique-ch.atlassian.net/issues/UN-5713?jql=text%20~%20%22bulk%20delete%2A%22
| Enables the user to chat over multiple calls and generate a summary or ask questions etc. | Release 52 | |||
| 19 | Connecting recording transcript with chat |
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| Enables |
the seamless combination of chat and recording | Release 52 | ||||||||
| 20 | Standardisation of deployment |
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| Standardize the delivery of deployment artefacts for Customer Managed tenants to make the deployment simpler | Release 52 |
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AI Agents
| 1 | Translation: In-document translator (Excel/Word) |
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| Enables |
| Status | ||
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end users to upload word and excel, translate it and download the translated document
Exclusion: This does not include an integration into the translation UI yet but the ability to create a separated space and upload these documents. |
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Enable SCIM for user group sync
| Status | ||
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| 2 |
Translation: In-document translator (PDF) |
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| Enables |
| Status | ||||
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end users to upload a pdf, translate it and download the translated document as pdf or word Exclusion: This does not include an integration into the translation UI yet but the ability to create a separated space and upload these documents. | Release 48 |
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| 3 | Search Version 3 |
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Enables user to get a bullet point view as output
| Status | ||||
|---|---|---|---|---|
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https://unique-ch.atlassian.net/issues/UN-6375?jql=text%20~%20%22render%2A%22
Event poller
| Status | ||||
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Event poller enables collaborates to develop without using ngrok
| Status | ||||
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| Release 48 |
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| 4 | Magic Table Capabilities |
| Interact in an excel-way-style way with agents in the background (agentic workflow) | Release 50 |
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| 5 | Investment Research Agent Version 2 |
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Exposing of embedding to endpoint
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| Release 52 |
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| 6 | Earnings Call Agent |
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Should fix the error where users need to click on the “return to home” button
| Status | ||||
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| The Earnings Calls Agent utilizes financial API data (Quartr) to offer concise summaries of key points from earnings calls, supporting better-informed investment decisions. | Release 50 |
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| 7 | API Integration of financial data |
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API to connect external LLM
| Status | ||||
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First multimodality prototype
| Status | ||||
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Voice in and out with currently released models (speech-to-text, generation, text-to speech)
This is only a prototype and cannot be used in production.
| Enable the integration of APIs to retrieve real-time financial data. | Release 52 |
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Outlook Q1/2025
Platform
Topic | Component | Details | Ticket | ||||
|---|---|---|---|---|---|---|---|
| 1 | Enabling image ingestion (GPT-Vision) |
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| Enables the ingestion of documents with pictures (already in progress - ETA Release 4) |
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| 2 | Ingestion |
of |
password protected files |
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Implement retries on ingestion before marking the file as failed.
| Status | ||
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| Enables the ingestion of password protected documents. Exclusion: This is only available for very specific settings and only with a consent of the Client. If a Client is interested, please contact your project manager. |
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Knowledge Base: Include ingestion date for failed files
| 3 | WAV/MP3 ingestion |
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| Enables |
the ingestion of MP3 and WAV on the platform | |||||||
| 4 | Ingestion Pages as images with custom prompt |
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| Ingest document pages as images with custom prompts, allowing the language model to interpret color-coded sections and other visual elements. |
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| 5 | Custom Chunking Strategies |
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Extend the UI for the translation use case
| Status | ||||
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Allow for custom chunking strategies during ingestion |
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| 6 | Image-Text Sharepoint Ingestion with GPT Vision Integration |
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Complete designs for new benchmarking and plan single tasks of the epic
| Status | ||||
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| Enables the ingestion of Sharepoint containing both text and images through GPT Vision. The system automatically analyzes and describes images within Sharepoint using GPT Vision, integrating the descriptions into the document’s text data for comprehensive analysis and improved searchability. |
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| 7 | SDK improvement |
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Enables users to upload images to interact with them in the chat.
| Status | ||||
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| Move first function call into Python to have more control in combining tools. |
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| 8 | Graph Report Generation |
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Enables end users to upload word or pdf, translate it and download the translated document as word
| Enables the creation of graphs. | ||||
| 9 | Image upload |
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| Allows to add image upload to all agents. |
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Document comparison module
| Status | ||||
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Enables users to compare documents
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| 10 | “Feeling Lucky” Guidance |
| Automatically guides users to the correct space for posting questions on the Use-Case Mapping page. This feature analyzes the question description and directs users to the most relevant section, simplifying navigation and enhancing usability. |
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| 11 | Always generate the same Report for the same Prompt |
| Set same seed parameter for all Reports |
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| 12 | Make Whisper transcription at least 5 times faster |
| Upgrade to Whisper Turbo |
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| 13 | Display images in chat |
| Ability to display images in chat |
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| 14 | RBAC based authorization system for all objects in unique |
| Fine grained control over who can modify, read, access what objects in Unique beyond files/folders | |||||||||||||||
| 15 | Chat History Extension: Search Bar and classify by date |
| Introducing a search bar in the Chat history that enables users to search their previous prompts and ability to classify by date: Today, Yesterday, this Week, last Week, last Month | |||||||||||||||
| 16 | Dynamic Graph interface (e.g. Stock graph/PI chart) |
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| 17 | Industrialising creating spaces (Project spaces) |
| Facilitate the creation of spaces for end users. | |||||||||||||||
| 18 | Benchmarking v2 Concept |
| Complete designs for new benchmarking and plan single tasks of the epic Note that this is only the concept and not the implementation |
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| 19 | Enable Powerpoint generation |
| Enable the user to generate powerpoint presentations | |||||||||||||||
| 20 | Single public API ingestion Endpoint |
| Allow public ingestion calls to be performed in a single operation |
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| 21 | AWS Enablement |
| Create an AWS template |
Agents
| 1 | SWOT Analysis Agent |
| The SWOT Analysis Agent utilizes financial API data (e.g., transcripts from earning calls, reports/filings, presentations). The SWOT Analysis agent delivers specialized assessments of companies' strengths, weaknesses, opportunities, and threats in a pre-defined structure. |
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| 2 | Financial Statement Analysis Agent |
| Predict Earnings per Share based on Financial Statements. |
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| 3 | Investment Research Agent Version 3 (Investment Insights) |
| Combining graph inputs and output with internal and external data creating a cutting edge user experience. | ||||||||||||||||
| 4 | Dora Agent Version 2 |
| Move DORA Agent into magic table workflow | ||||||||||||||||
| 5 | Offer Comparison Agent Version 1 |
| Using the magic table and the report generation capabilities to compare offers | ||||||||||||||||
| 6 | Contract Management Agent Version 1 |
| Extract specific data from contracts (such as expiration date, duration etc.) with the help of the magic table) | ||||||||||||||||
| 7 | Document Comparison Agent Version 1 |
| Enables users to compare documents. | ||||||||||||||||
| 8 | Agentic report generation capability |
| Enables the creation of custom reports. |
Q2/2025
Platform
Topic | Component | Details | Ticket | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | User Management: Create and manage groups |
| Enables you to create, edit and delete groups in FE |
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| 2 | User Management: View user details and group and files |
| Provides you an overview on who is part of which groups and has access to which folders |
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| 3 | Simplified Feature flags |
| Fonrtend for feature flag control for simpler rollout of new features | |||||||||||||||
| 4 | Private Mode |
| Chat in private mode so your data is not retained longer than this session. CID data will be deteled after chat session is done | |||||||||||||||
| 5 | Benchmarking v2 Implementation |
| Enables you to set benchmarking threshold for | |||||||||||||||
| 6 | UI Extensibility v1 Widget/Iframe framework |
| Enables spaces to have their custom UI elements | |||||||||||||||
| 7 | Private Mode |
| Chat in private mode so your data is not retained longer than this session. CID data will be deleted after chat session is done | |||||||||||||||
| 8 | Frontend for User Insights |
| User-Insights | |||||||||||||||
| 9 | Chat in mobile app |
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| 10 | Benchmarking v2 implementation |
| Enables you to set benchmarking threshold for |
Agents
| 1 | KYC: Event based Dynamic Accountiing rating Assistant |
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| 2 | KYC: Automated Transaction Monitoring Assisants |
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| 3 | KYC: Periodic Review Report Generation |
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| 4 | Lead Generation Assistant for HNWI (High Networth Individuals) |
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| 5 | Client Proposal Presentation Assistant |
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...
Completed - Q3/2024
Feature | Component | Details | Estimated Timeline | Status | Link Ticket | ||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Easy Export of Reports and Copy Button |
| Enable easy export of reports in the platform and add a copy button |
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| 2 | Chat Interface: Save Prompts (Prompt Library) |
| Enables the end user to save his/her own prompts in the different spaces |
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| 3 | Improved Knowledge Base |
| New view and structure of the knowledge base enabling admin users to create new folders (scopes) |
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| 4 | Enable multiple embedding models |
| Enable multiple embedding models per cluster to enable the client to easily test. |
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| 5 | File retention (Upload & Chat) |
| Automatically deleting the files uploaded in the upload & chat |
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| 6 | Make blob storage restricted to be only accessible from the pod network |
| Document URLs behind authentication (not directly referencing the blob storage anymore from the frontend) |
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| 7 | Chat Interface: Stop Generating Chat Response |
| Enables the end user to stop the answer generation and start a new question (similar to ChatGPT) |
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| 8 | Knowledge Base: Bulk Delete |
| Enables the admin to select multiple files and folders to delete at once |
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| https://unique-ch.atlassian.net/issues/UN-5713?jql=text%20~%20%22bulk%20delete%2A%22 | |||||||||||||||||||||||||||||||||||||||||||
| 9 | Code Formatting Word Wrapping |
| Enables word wrapping and prevents the need to scroll right when reviewing code or debug information (for admin user) |
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| 32 | |||||||||||||||||||||||||||||||||||||||||||
| 10 | Chat History: Rename Chats | 24 Jul
| Automatically answers multiple questions within a defined knowledge scope and creates a downloadable Excel file |
| Enables user to rename their chats |
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| 33 | Multi-Module-Calling
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| 11 | Chat Interface: Improve bullet point view |
| Enables user to get a bullet point view as output |
| https://unique-ch.atlassian.net/issues/UN-6375?jql=text%20~%20%22render%2A%22 | ||||||||||||||||||||||||||||||||||||||||||||
| 12 | Event poller | 31 Oct
| Multiple modules can be called (how is the weather in Zurich, how is the weather in Berlin, and compare the two) → Answer multiple questions |
| Event poller enables collaborates to develop without using ngrok |
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| 34 | Credit Note Compliance Check Module MVP
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| 13 | Exposing embedding | 07 Aug
| Compares credit note terms and conditions against policy and regulation documents. |
| Exposing of embedding to endpoint |
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| 35 | ||||||||||||||||||||||||||||||||||||||||
| 14 | Error Handling: Frontend Loss Connection |
| Should fix the error where users need to click on the “return to home” button |
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| 36 | Hallucination Check |
| Analyze generated responses for potential hallucinations or inaccuracies and ensure factual correctness |
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| 37 | RAG improvement: Chunk Relevant Sort15 | Enable custom model calling (PTU) |
| API to connect external LLM |
| Improve chat response by providing relevant chunks to answer the user request |
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| 16 | First multimodality prototype | 38 | RAG improvement: Reranker |
| Improve chat response by providing relevant chunks to answer the user request | 30
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| Voice in and out with currently released models (speech-to-text, generation, text-to speech) This is only a prototype and cannot be used in production. |
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| 39 | ||||||||||||||||||||||||||||||||||||
| 17 | Knowledge Base: folder settings and access control | 07 Aug
| Set globally the range of the number of speakers for mobile/uploaded recordings |
| Who has write and read access to thet folder and is document intelligence activated or not |
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| 4018 | Frontoffice setting: Agent is detectedKnowledge Base: Include ingestion date for failed files |
| Enables user to see the date for files who failed to upload |
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| 41 | GPT-4o for Recording Reports |
| Option to process recordings using GPT-4o |
| 42 | ||||||||||||||||||||||||||||||||||||||
| 19 | Chat Interface: Enable Translation Use Case | 31 Jul
| Add button to export transcripts to file |
| Extend the UI for the translation use case |
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| 43 | ||||||||||||||||||||||||||||||||||||||||
| 20 | Implement picture upload functionality |
| Add options for meetings filtering in the All Meetings page |
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| Enables users to upload images to interact with them in the chat. |
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| 44 | Allow customization of max duration for bot recording||||||||||||||||||||||||||||||||||||||||
| 21 | Questionnaire Module | 31 Jul
| Maximum duration of bot recording can be configured |
| Automatically answers multiple questions within a defined knowledge scope and creates a downloadable Excel file |
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| 45 | ||||||||||||||||||||||||||||||||||||||||
| 22 | Multi-Module-Calling | 30 Sep
| Recording uses Zitadel for authentication |
| Multiple modules can be called (how is the weather in Zurich, how is the weather in Berlin, and compare the two) → Answer multiple questions |
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| 46 | Mobile App can connect through App Proxy|||||||||||||||||||||||||||||||||||||||||
| 23 | Credit Note Compliance Check Module MVP | 31 Jul
| Allow MS Entra Authentication throuh App Proxy |
| Compares credit note terms and conditions against policy and regulation documents. |
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| 47 | |||||||||||||||||||||||||||||||||||||||||
| 24 | Online Search Module |
| Allow public ingestion calls to be performed in a single operation |
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| Perform internet searches and provide properly referenced results |
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...
Topic
Component
Details
Priority
Note/Comment
| 25 |
| Note |
|---|
The topics of this roadmap are indicative, non-binding and subject to change. Details will be added until 30.08.2024. |
Hallucination Check |
| Analyze generated responses for potential hallucinations or inaccuracies and ensure factual correctness |
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| 26 | RAG improvement: Chunk Relevant Sort |
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| Improve chat response by providing relevant chunks to answer the user request |
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Ingestion event hooks for different file types
| Status | ||||
|---|---|---|---|---|
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| 27 | RAG improvement: Reranker |
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| Improve chat response by providing relevant chunks to answer the user request |
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Benchmarking v2 Implementation
| Status | ||||
|---|---|---|---|---|
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| 28 | Image in upload and chat |
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| be able to upload documents and images in the same space |
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Introducing a search bar in the Chat history that enables users to search their previous prompts and ability to classify by date: Today, Yesterday, this Week, last Week, last Month
| Status | ||||
|---|---|---|---|---|
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| 29 | Number of Speakers |
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Set globally the range of the number of speakers for mobile/uploaded recordings |
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| 30 |
Frontoffice setting: Agent is detected |
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Implementing prototype at scale
| Enhance recording processing pipeline to ensure one participant is always detected as the call agent. |
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| 31 | GPT-4o for Recording Reports |
| Option to process recordings using GPT-4o |
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| 32 | Easy Export of Transcripts |
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| Add button to export transcripts to file |
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Industrialising creating spaces (project space)
| Status | ||||
|---|---|---|---|---|
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| Status | ||||
|---|---|---|---|---|
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Check custom GPT experience
Share or invite people
UI/UX
| |||||
| 33 | Allow customization of max duration for bot recording |
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| Maximum duration of bot recording can be configured |
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| 34 | Improve Meetings Filtering |
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| Add options for meetings filtering in the All Meetings page |
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| 35 | Mobile App can connect through App Proxy |
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| Allow MS Entra Authentication throuh App Proxy |
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...
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Author |
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