A month ago, LlamaIndex announced the launch of LlamaCloud, a pioneering managed parsing, ingestion, and retrieval service aimed at enhancing production-grade context augmentation for LLM and RAG applications.
Key components of LlamaCloud include LlamaParse, a proprietary parsing tool for complex documents with embedded objects like tables and figures, which integrates seamlessly with LlamaIndex ingestion and retrieval. This integration enables…
In the realm of artificial intelligence, the deployment of Large Language Models (LLM) and Generative AI (GenAI) applications on personal desktop environments marks a transformative shift towards democratizing AI technology. By harnessing the power of NVIDIA’s GPU cards and TensorRT-LLM open source library, GenAI applications, traditionally confined to cloud-based platforms are now being tailored for…
In the last several decades, when people consider building a knowledge-related solution, they tend to look into two distinct directions based on whether data is structured or unstructured. Accordingly, there is the so-called structured search using a query language over a database or semantic search using inferencing and reasoning over the meaning of data, mostly…