Use Any Model for Indexing
Answer Generation leverages large pre-trained language models to turn retrieved content into focused, relevant, and engaging responses, making for efficient and cost-effective answer generation.
- >50k search queries handled per day
- Utilize the vast knowledge of LLMs
- Tailor answer generation to specific needs
Answer Generation
Key Features
- Quickly integrate with leading LLMs like OpenAI and Azure OpenAI, often requiring only an API key.
- Configure LLM parameters like temperature, answer prompts, and max tokens.
- Easily integrate your own proprietary or specialized language models.
- Default prompts provide a standard template for aligning answers with the information present in sources.
- Multilingual prompts help generate answers in multiple languages, with relevant few-shot examples provided.
- Contextual prompts incorporate chat history to maintain contextual continuity and enhance answer relevance.
- Groups and stores LLMs responses and vector pairs together as key-value entries in a central cache storage.
- Eliminates redundant computations and API calls by determining whether a vector already exists in cache storage, especially for token or request-based services.
- Offloads work from the LLM service, ensuring peak efficiency even as the number of requests grows.
Kore.ai Named a Leader in 2023 Gartner® Magic Quadrant™ for Enterprise Conversational Al Platforms
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