Building the future of
knowledge retrieval
See what we're currently working on, what we've shipped, and what's coming next.
Latest Releases
4 Lookio CLI
Many had asked for Lookio CLI as an alternative to the MCP to help agents use Lookio in an efficient way. And it is now available.
Lookio CLI
Many had asked for Lookio CLI as an alternative to the MCP to help agents use Lookio in an efficient way. And it is now available.
Released
March 20, 2026
REGEX rules for sitemap
Ability to set REGEX rules to include or exclude synchronized pages from sitemaps.
REGEX rules for sitemap
Ability to set REGEX rules to include or exclude synchronized pages from sitemaps.
Released
March 1, 2026
Lookio widgets
Publish beautiful chat widgets on your website or docs pages that are powered by one of your Lookio assistants
Lookio widgets
Publish beautiful chat widgets on your website or docs pages that are powered by one of your Lookio assistants
Released
February 13, 2026
API endpoint to edit an Assistant
Allowing to edit its instructions and resources access
API endpoint to edit an Assistant
Allowing to edit its instructions and resources access
Released
February 9, 2026
In Review
1 Team Workspaces & Roles
Enterprise-grade role-based access control (RBAC). Invite your team, assign roles, and manage permissions.
Team Workspaces & Roles
Enterprise-grade role-based access control (RBAC). Invite your team, assign roles, and manage permissions.
Target
April 1, 2026
In Progress
3 Release n8n community node
This will make it easier to integrate with Lookio when using n8n
Release n8n community node
This will make it easier to integrate with Lookio when using n8n
Target
Invalid Date
Lookio retrieval engine 2.0
Improved quality and accuracy across the board.
Lookio retrieval engine 2.0
Improved quality and accuracy across the board.
Target
Invalid Date
Sitemap Auto-Sync Engine
A continuous crawler that reads your documentation sitemap.xml and automatically ingests new pages.
Sitemap Auto-Sync Engine
A continuous crawler that reads your documentation sitemap.xml and automatically ingests new pages.
Target
May 1, 2026
Planned
2 Native Slack Integration
Native Slack app allowing you to tag @Lookio in any channel to instantly answer questions.
Native Slack Integration
Native Slack app allowing you to tag @Lookio in any channel to instantly answer questions.
Target
July 1, 2026
Youtube videos as resource type
Use Youtube video URLs as resources, and the transcript will be leveraged as a source
Youtube videos as resource type
Use Youtube video URLs as resources, and the transcript will be leveraged as a source
Target
Invalid Date
Backlog
4 AI-suggestions of assistants to create
We'd like to make it easier to find assistant ideas or nail assistants prompting by offering AI-powered mini tools.
AI-suggestions of assistants to create
We'd like to make it easier to find assistant ideas or nail assistants prompting by offering AI-powered mini tools.
Target
Invalid Date
Multi-Language Chat Widget
Automatically detect user language and translate responses.
Multi-Language Chat Widget
Automatically detect user language and translate responses.
Target
October 1, 2026
Revamped dashboard
The dashboard will get improved and become even more intuitive.
Revamped dashboard
The dashboard will get improved and become even more intuitive.
Target
Invalid Date
Better interface to browse Widget conversations
As widgets enable conversation-based messages, we'll enable a way to browse conversations
Better interface to browse Widget conversations
As widgets enable conversation-based messages, we'll enable a way to browse conversations
Target
Invalid Date
All Releases
26 Lookio CLI
Many had asked for Lookio CLI as an alternative to the MCP to help agents use Lookio in an efficient way. And it is now available.
Lookio CLI
Many had asked for Lookio CLI as an alternative to the MCP to help agents use Lookio in an efficient way. And it is now available.
Released
March 20, 2026
REGEX rules for sitemap
Ability to set REGEX rules to include or exclude synchronized pages from sitemaps.
REGEX rules for sitemap
Ability to set REGEX rules to include or exclude synchronized pages from sitemaps.
Released
March 1, 2026
Lookio widgets
Publish beautiful chat widgets on your website or docs pages that are powered by one of your Lookio assistants
Lookio widgets
Publish beautiful chat widgets on your website or docs pages that are powered by one of your Lookio assistants
Released
February 13, 2026
API endpoint to edit an Assistant
Allowing to edit its instructions and resources access
API endpoint to edit an Assistant
Allowing to edit its instructions and resources access
Released
February 9, 2026
MCP server
An MCP server to manage and leverage Lookio
MCP server
An MCP server to manage and leverage Lookio
Released
February 8, 2026
Sitemap as a resource
We'll allow to index a sitemap as a resource, which will regularly fetch all URLs it contains and ensure it uses the latest version when querying them.
Sitemap as a resource
We'll allow to index a sitemap as a resource, which will regularly fetch all URLs it contains and ensure it uses the latest version when querying them.
Released
February 8, 2026
New "invitation codes" to join workspaces
Instead of joining a workspace with its ID, we join via an invite code generated by the admins, that can be reset for increased security.
New "invitation codes" to join workspaces
Instead of joining a workspace with its ID, we join via an invite code generated by the admins, that can be reset for increased security.
Released
February 3, 2026
Europe mode for queries
The new Europe mode ("europe" in the API) relies 100% on European technology and is powered by Mistral and Qdrant. Each query costs 5 credits and the average response time is 15 seconds.
Europe mode for queries
The new Europe mode ("europe" in the API) relies 100% on European technology and is powered by Mistral and Qdrant. Each query costs 5 credits and the average response time is 15 seconds.
Released
January 18, 2026
Faster Deep mode
Lookio's Deep query mode got significantly improved and its average response time went from 60s to 25s.
Faster Deep mode
Lookio's Deep query mode got significantly improved and its average response time went from 60s to 25s.
Released
January 18, 2026
Widget Branding Customization
Full branding controls for the embeddable chat widget: set your own colors, logo, and welcome message.
Widget Branding Customization
Full branding controls for the embeddable chat widget: set your own colors, logo, and welcome message.
Released
January 10, 2026
Lookio 1.5 -> improved retrieval quality
We've significantly upgrade the already robust retrieval engine that powers Lookio
Lookio 1.5 -> improved retrieval quality
We've significantly upgrade the already robust retrieval engine that powers Lookio
Released
January 3, 2026
Support markdown (.md) as a file type
Support markdown (.md) as a file type - quite similar to .txt
Support markdown (.md) as a file type
Support markdown (.md) as a file type - quite similar to .txt
Released
December 31, 2025
Support CSV as a file type
We will soon support CSV as a file type, in addition to PDF, Docx, txt
Support CSV as a file type
We will soon support CSV as a file type, in addition to PDF, Docx, txt
Released
December 27, 2025
API endpoint for Assistant creation
We'll expose a POST endpoint to enable users to create Assistants into Lookio
API endpoint for Assistant creation
We'll expose a POST endpoint to enable users to create Assistants into Lookio
Released
December 21, 2025
API endpoint to delete assistant
Allowing to delete an assistant via an API call.
API endpoint to delete assistant
Allowing to delete an assistant via an API call.
Released
December 21, 2025
API endpoint to list available Assistants
List all available Assistants for your workspace or get the details of one specific Assistant
API endpoint to list available Assistants
List all available Assistants for your workspace or get the details of one specific Assistant
Released
December 21, 2025
Smoother query test experience
The current process to test a query for an assistant requires to create the query, then opening it and clicking the button to process it. We will provider a nicer experience and interface to test your assistants.
Smoother query test experience
The current process to test a query for an assistant requires to create the query, then opening it and clicking the button to process it. We will provider a nicer experience and interface to test your assistants.
Released
December 18, 2025
API endpoint to delete a resource
Allowing to delete a resource via API
API endpoint to delete a resource
Allowing to delete a resource via API
Released
November 22, 2025
API endpoint to list resources
We'd like to release an API endpoint that allows you to list all resources you have uploaded into your Lookio workspace
API endpoint to list resources
We'd like to release an API endpoint that allows you to list all resources you have uploaded into your Lookio workspace
Released
November 22, 2025
API endpoint for resource import
We'll expose a POST endpoint to enable users to import their resources into Lookio
API endpoint for resource import
We'll expose a POST endpoint to enable users to import their resources into Lookio
Released
November 22, 2025
Adding CO2 emissions estimate in API response
As our solution leverages AI, we want to be transparent and help our users understand the emissions of their use of our product. We'll be adding 'gCO2e' data in the API responses and add ways to visualize your emissions at the workspace level.
Adding CO2 emissions estimate in API response
As our solution leverages AI, we want to be transparent and help our users understand the emissions of their use of our product. We'll be adding 'gCO2e' data in the API responses and add ways to visualize your emissions at the workspace level.
Released
November 2, 2025
Bulk file import option
Currently, resource files can only be imported one at a time. With Bulk Import, you'll be able to drop multiple files at once, then use a streamlined interface to assign clean names and URLs before processing begins.
Bulk file import option
Currently, resource files can only be imported one at a time. With Bulk Import, you'll be able to drop multiple files at once, then use a streamlined interface to assign clean names and URLs before processing begins.
Released
October 12, 2025
Support for Docx files
We will allow importing Docx files as resources.
Support for Docx files
We will allow importing Docx files as resources.
Released
October 12, 2025
URL fetching as a resource
We'll allow to scrape the content from a URL to add it to your datasource
URL fetching as a resource
We'll allow to scrape the content from a URL to add it to your datasource
Released
October 12, 2025
New "eco" mode, 1 credit per query
A new model "eco" designed for maximum cost-efficiency - just 1 credit per query. While slightly slower than Flash, it matches (and in some cases exceeds) Flash in intelligence and reasoning ability. Choose Eco when you want the smartest answers at the lowest cost, and Flash when speed matters most.
New "eco" mode, 1 credit per query
A new model "eco" designed for maximum cost-efficiency - just 1 credit per query. While slightly slower than Flash, it matches (and in some cases exceeds) Flash in intelligence and reasoning ability. Choose Eco when you want the smartest answers at the lowest cost, and Flash when speed matters most.
Released
October 3, 2025
API cURL + n8n JSON in the Assistant detail page
We're adding both an easy-to-copy cURL snippet and an n8n JSON directly to each Assistant's detail page, making it effortless to start querying assistants via the API or drop them into an n8n canvas. Previously, you had to locate the generic cURL in the API settings and manually swap in the Assistant ID—this update removes that extra step, while also giving you a ready-to-use n8n JSON for even faster automation setup.
API cURL + n8n JSON in the Assistant detail page
We're adding both an easy-to-copy cURL snippet and an n8n JSON directly to each Assistant's detail page, making it effortless to start querying assistants via the API or drop them into an n8n canvas. Previously, you had to locate the generic cURL in the API settings and manually swap in the Assistant ID—this update removes that extra step, while also giving you a ready-to-use n8n JSON for even faster automation setup.
Released
September 27, 2025