Advanced Usage FAQs
Fine-tuning, optimization - Advanced techniques and best practices
Advanced UsageCan I choose which language model to use in Abundly's platform?
Can I choose which language model to use in Abundly's platform?
Yes! You can select which language model powers each agent in Abundly.
To configure: Go to your Agent settings and choose from providers like Anthropic Claude, OpenAI GPT, or Google Gemini.
Quick tips:
- Use (no preference) to let Abundly auto-select the best model for you
- Choose model aliases (e.g., "Claude Sonnet Latest") for automatic upgrades
- Pick specific versions when you need full control and consistency
For the full list of available models, thinking token options, and use-case recommendations, see our Model Selection documentation.
Advanced UsageHas Abundly recently improved credit usage efficiency?
Has Abundly recently improved credit usage efficiency?
Yes! As of June 2025, the Abundly team has implemented significant improvements that reduce credit consumption by 25-50% across all agent interactions.
What changed
- Reduced credit consumption for all agent activities (chat, autonomous tasks, scheduled operations)
- The exact reduction varies based on how interactions take place, but most users see 25-50% savings
- This improvement affects all types of agent usage regardless of context
When it took effect
- The changes have been live on the platform for several days as of June 26, 2025
- You do not need to take any action to benefit from these improvements
- All existing agents automatically benefit from the reduced credit consumption
User action required
None - This improvement is automatic and applies to all agents immediately. No configuration changes or updates are needed.
Advanced UsageHow should I prepare for running large batch operations with my agent?
How should I prepare for running large batch operations with my agent?
Before running large batch operations, follow this checklist to prevent interruptions:
Pre-operation Checklist:
- Calculate credit needs – Estimate 25-50 credits per item (e.g., 3,500 items ≈ 87,500-175,000 credits)
- Top up credits – Ensure sufficient balance before starting
- Plan for interruptions – Know which items are completed vs. incomplete in case you need to resume
For detailed guidance on cost calculations and optimization strategies, see our Agent Optimization Guide.
Need help estimating credits? Contact support@abundly.ai.
Advanced UsageWhere are chat conversations stored?
Where are chat conversations stored?
Chat conversations are stored in our MongoDB database hosted in Stockholm, Sweden (EU). You have full control—delete a conversation anytime and it's permanently removed.
For details on data residency, encryption, and compliance, see our Infrastructure documentation.
Advanced UsageWhere are uploaded documents stored?
Where are uploaded documents stored?
It depends on the source. Agent documents (created in Abundly) are stored in EU data centers in Stockholm. External documents (Google Drive, SharePoint, etc.) remain on their original provider's servers—the agent accesses them through your permission but doesn't copy them.
For more details, see our Documents documentation.
Advanced UsageWhere is your agent platform hosted?
Where is your agent platform hosted?
All customer data is stored in EU data centers in Stockholm, Sweden (database on AWS eu-north-1, services on GCP europe-north2). Static files are served via CDN.
For full details on infrastructure, encryption, and compliance, see our Infrastructure documentation.
Can't find what you're looking for? Contact us at support@abundly.ai