Reliable AI Agents: Avoid Hallucination with Infactory.ai
Avoid AI hallucination with Infactory.ai - Generate deterministic, reliable insights from your data without coding. Connect data sources, auto-generate queries, and deploy insights as APIs.
June 3, 2025

Discover how to build reliable AI agents and tools that provide accurate, deterministic answers, even with large datasets. Learn to avoid the pitfalls of hallucination and random guesses, and create real products with control, speed, and zero hallucinations.
Reliable Answers from Any Data Set
Deterministic Query Generation
Customizable Queries for Precise Control
Turn Raw Data into Real Products
Conclusion
Reliable Answers from Any Data Set
Reliable Answers from Any Data Set
Infactory.ai provides a solution to get reliable answers from your data, even with a large dataset. By clicking "Try for Free" and uploading a CSV or connecting external data sources, you can generate queries that will answer any question you might have about the data.
The generated queries are deterministic, meaning you'll get the same answer every time, with no hallucinations or random guesses. If anything looks off, you can ask the assistant to modify the query to ensure it does exactly what you want before deploying it.
Once the query is set, you can use it as an API and plug it directly into any assistant dashboard or agent, without writing any backend code. This allows you to turn raw data into real products with control, speed, and zero hallucinations.
Deterministic Query Generation
Deterministic Query Generation
Infactory.ai provides a solution to generate deterministic queries from your data, eliminating the need for AI agents or tools that hallucinate. By uploading your CSV data or connecting to external data sources, you can leverage the platform's auto-generate feature to create queries that answer any question you might have about the data.
The generated queries are deterministic, meaning they will always provide the same answer to the same question, eliminating the risk of random guesses or hallucinations. If you notice any issues with the generated queries, you can easily modify them to ensure they perform exactly as desired before deploying them.
Once the queries are generated, you can access them through an API and integrate them directly into your assistant dashboard or agent, without the need to write any backend code. This allows you to turn raw data into reliable products with speed and control, while maintaining zero hallucinations.
Customizable Queries for Precise Control
Customizable Queries for Precise Control
Infactory.ai offers a powerful solution to the problem of hallucination in AI agents and tools. By allowing users to upload their own data sources, such as CSV files or external data like YouTube Studio data, the platform enables the generation of customized queries that provide deterministic, reliable answers.
The process is straightforward: users can drag and drop their data, connect it to the platform, and then have the system automatically generate queries that cover all the questions they might ask of the data set. This ensures that the answers provided are consistent and accurate, with no random guesses or hallucinations.
Furthermore, if any of the generated queries seem off, users can easily modify them to ensure that the assistant performs exactly as desired before deploying it. The resulting queries can then be accessed as APIs, allowing users to seamlessly integrate them into their own dashboards or agent systems without the need for any backend coding.
This approach empowers users to transform raw data into real, trustworthy products with speed, control, and zero hallucinations, making Infactory.ai a valuable tool for businesses and individuals seeking reliable AI-powered solutions.
Turn Raw Data into Real Products
Turn Raw Data into Real Products
To turn raw data into real products, you can use a platform like infactory.ai. Here's how it works:
- Click on "Try for Free" and upload your CSV data or connect to external data sources like YouTube Studio.
- Drag and drop the data and click "Connect" to auto-generate queries for your dataset.
- The platform will generate queries to answer every question you might have about the data, such as calculating the average estimated revenue per 1,000 views.
- This process is deterministic, meaning you'll get the same answer to the same question every time, with no hallucinations or random guesses.
- If anything looks off, you can ask the assistant to modify the query to ensure it does exactly what you want before deploying it.
- Finally, you can use the generated query as an API and plug it directly into any assistant dashboard or agent, without writing a single line of backend code.
This approach allows you to turn raw data into real products with control, speed, and zero hallucinations.
Conclusion
Conclusion
The key takeaways from this content are:
- Avoid building AI agents and tools that hallucinate or provide unreliable answers.
- Use a platform like infactory.ai to generate deterministic queries that provide the same answer every time, even with a large dataset.
- Drag and drop your data or connect to external sources, and the platform will automatically generate queries to answer common questions about the data.
- The generated queries are reliable and can be directly integrated into any assistant dashboard or agent without additional backend development.
- This approach allows you to turn raw data into real products with control, speed, and zero hallucinations.
FAQ
FAQ