Pongo
Reduce LLM Hallucinations by 80%
Pongo is an AI-powered tool that helps reduce hallucinations in Large Language Models (LLMs) by up to 80%. It utilizes multiple state-of-the-art semantic similarity models and a proprietary ranking algorithm to ensure accurate and relevant search results. Pongo integrates seamlessly with existing pipelines, whether using a vector database or Elasticsearch, and processes top search results to deliver refined and reliable information. Its distributed architecture ensures consistent latency, handling a wide range of requests without compromising speed. Pongo prioritizes data security, operating at runtime with zero data retention and no data leaving its secure AWS VPC.
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Features
- Reduces LLM hallucinations by up to 80%
- Utilizes multiple state-of-the-art semantic similarity models
- Proprietary ranking algorithm for accurate results
- Integrates with existing pipelines (vector database or Elasticsearch)
- Processes top search results for refined information
Advantages
- Improves the accuracy and reliability of LLM-generated results
- Enhances the effectiveness of RAG pipelines
- Provides consistent latency for high-volume requests
- Ensures data security with zero data retention and secure AWS VPC operation
- Offers flexible pricing plans to suit different usage needs
Disadvantages
- May require technical expertise to integrate with existing pipelines
- Pricing plans may not be suitable for all budgets
- Relies on the accuracy of the underlying LLM models
Frequently Asked Questions
-
Q:How does Pongo work?
A:Pongo combines different types of models and retrieval methods to generate a final score for each document, ensuring the avoidance of hallucinations and the delivery of relevant results. -
Q:Can I self-host Pongo?
A:Yes, Pongo can be deployed in a VPC. Contact the team to explore the best options for self-hosting. -
Q:What is Pongo's latency?
A:Latency varies depending on the tier: 600-650 ms for 100 documents of 512 tokens on the Deploy tier and 350-400 ms on the Lightning tier. -
Q:Is Pongo secure?
A:Yes, Pongo operates at runtime with zero data retention and no data leaving its secure AWS VPC. SOC2 compliance is in progress.
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