AI Query Assistant
Generate CQL queries from natural language with CF Worker or OpenRouter modes.
Overview
AI Query Assistant converts plain-language legal requests into CQL suggestions.
Modes
CF Worker Mode
- no API key required
- quick onboarding
- may be rate-limited during peak usage
Direct OpenRouter Mode
- uses your own OpenRouter API key
- generally more predictable throughput
- key format:
sk-or-v1-...
Typical Flow
- Open AI panel.
- Ask in plain language.
- Review suggested CQL queries.
- Click a suggestion to send it to the search box.
Query Preview with Manticore
When Manticore is ready, Colpan can show estimated hit counts per suggestion.
[N]: estimated matches[0]: no matches[...]: preview in progress
This helps choose the best candidate query before running full search.
Chat History
The assistant can keep short conversation context to improve follow-up prompts.
- recent messages can be reused for context
- history can be cleared when needed
- behavior depends on current mode and settings
Privacy Notes
- file contents are not uploaded
- file paths are not uploaded
- only assistant prompt/context text is sent for AI processing
See Privacy Policy for exact details.
Good Prompt Examples
Find TOKI expropriation cases excluding cancellation decisions.Find labor disputes that include overtime but exclude severance.Find criminal fraud cases mentioning fake invoices.