Implement semantic search in your Softr applications
Swiftask adds an intelligence layer to your Softr portals. Your users find exactly what they are looking for, even if they don't use the exact keywords.
Result:
Transform your users' navigation experience and increase engagement on your platform.
AI Agents
softr
Connector softr · Secure OAuth 2.0
Standard keyword search limits your users
Traditional search engines based on exact matching fail as soon as a user uses a synonym or an imprecise query. On a Softr application, this leads to irrelevant results and growing user frustration.
Main negative impacts:
Irrelevant results
The user types a close but not identical query and receives no results. The information is there, but remains invisible.
Degraded user experience
Inefficient search pushes users to abandon your app or contact support for simple questions.
Wasted data value
Your databases contain treasures that your users cannot effectively exploit due to a lack of suitable discovery tools.
Swiftask connects your Softr data to a semantic search engine. The AI understands the intent behind the query and displays the most relevant results, even without strict lexical matching.
BEFORE / AFTER
What changes with Swiftask
Classic search on Softr
A user searches for 'travel expenses' in your portal. If your database displays 'expense report', the classic engine returns nothing. The user is stuck and must manually browse every page.
Swiftask semantic search
The user types 'travel expenses'. Swiftask understands the semantic concept and instantly returns the 'expense report' page, because the AI identifies the conceptual proximity between the two terms.
Deploy AI search in 4 steps
1
STEP 1 : Index your data sources
Connect your database to Swiftask. The AI agent automatically analyzes and vectorizes your content to make it semantically accessible.
2
STEP 2 : Configure the search engine
Define the search scope: which Softr blocks or tables should be queried by the AI agent.
3
STEP 3 : Embed the search widget
Add the Swiftask search component to your interface via a simple embed block or a custom API.
4
STEP 4 : Optimize results
Adjust the AI behavior to prioritize certain documents or adapt the tone of responses provided to users.
Advanced search capabilities
The engine analyzes the context, language, and semantic proximity of indexed documents to ensure maximum relevance.
- Target connector: The agent performs the right actions in softr based on event context.
- Automated actions: Multi-source search, natural language support, dynamic tag filtering, highlighting top relevant results, native multilingual support.
- Native governance: The search is fast, secure, and automatically adapts to updates in your Softr data.
Each action is contextualized and executed automatically at the right time.
Each Swiftask agent uses a dedicated identity (e.g. agent-softr@swiftask.ai ). You keep full visibility on every action and every sent message.
Key takeaway: The agent automates repetitive decisions and leaves high-value actions to your teams.
Benefits for your platform
Increased relevance
Users find what they are looking for on the first query, radically improving their satisfaction.
Reduced support load
By facilitating access to information, you drastically reduce the volume of tickets related to navigation.
Intuitive navigation
Provide a search experience worthy of the biggest platforms, directly in your Softr application.
No-code flexibility
Deploy a powerful AI search without writing a line of code, while maintaining your agility on Softr.
Scalability
The Swiftask search engine handles thousands of documents without slowing down your application.
Security and privacy
Swiftask applies enterprise-grade security standards for your softr automations.
- Data isolation: Your data is indexed securely and is only accessible to authorized users of your application.
- GDPR compliance: Swiftask ensures compliance with data protection standards, with full control over indexed information.
- Vector encryption: Semantic representations of your data are encrypted to prevent any information leakage.
- Granular access control: Configure permissions to restrict search to specific data segments based on user profiles.
To learn more about compliance, visit the Swiftask governance page for detailed security architecture information.
RESULTS
Impact on your key metrics
| Metric | Before | After |
|---|---|---|
| Search success rate | Low (keyword dependent) | Very high (semantic understanding) |
| Search time | Several minutes (manual navigation) | Less than 2 seconds |
| Support tickets (search) | High | Significant reduction |
| User engagement | Average | Measurable increase |
Take action with softr
Transform your users' navigation experience and increase engagement on your platform.