Alexis
Unlocking Knowledge: Transform Your Documents into a Powerful Information Source
Technology
TypeScriptReactZustandExpressJSPrettierDockerESLintRedisLLMCloud Technology
Redis CloudIndustry
ITProject method
KanbanOverview
Alexis goes beyond traditional keyword search. Alexis uses RedisAI, RediSearch, and a custom trained large language model to answer user queries based on the best-matching text found in PDFs. This superior approach accelerates search efficiency and is the foundation for a new generation of search applications.
Challenges
The architecture of Alexis blends cutting-edge technology with strategic design. Finding accurate answers to user questions involves two steps:
identify the relevant text
answer the question
To streamline the search process, we use RediSearch, which leverages the BM25 ranking function to zero in on potential text matches, vastly shrinking the search space for enhanced performance. Then, the Transformer AI model within RedisAI takes over to deliver the answer to the user's query.
- Data extraction
- Model training
- Efficient deployment
- Scalability
- Data Privacy & Security
Large Language Models
Today, the transformative capabilities of Large Language Models (LLMs) are revolutionizing the way we interact with technology, reshaping entire industries, and unlocking unprecedented opportunities for business growth and productivity.
At the heart of Alexis lies a powerful LLM, trained to understand and generate human language in a nuanced and context-aware manner. This capability allows Alexis to not only retrieve but understand and provide precise answers to complex queries.
Let's Shape the Future Together
Our team of AI specialists is eager to work with you in harnessing the power of LLMs. Contact us today and let's explore how we can transform your business processes, enhance customer experiences, and unlock new avenues of growth.