llmware for Enterprise-Grade LLM Applications
Ai Bloks
Price: Typical Total Price$0.371/hrTotal pricing per instance for services hosted on t2.2xlarge in US East (N. Virginia). View Details
Product Overview
llmware is a unified, open source, extensible framework for LLM-based application patterns including Retrieval Augmented Generation (RAG). For developers and enterprises to use Generative AI to deliver real business value, they need to connect their knowledge to AI. With llmware, you can go from enterprise data to generative AI in minutes.This python package of llmware provides a comprehensive set of tools that anyone can use to rapidly build industrial-grade enterprise LLM-based applications. Key components include ingesting data, vector embeddings, creating datasets, connecting to proprietary and open-source embedding and inferencing models, auditing, and analytics.
Version: 0.1.3
By
Ai Bloks
Categories: ML Solutions
Data Preparation
Operating System
Linux/Unix, Ubuntu 22.04 LTS
Delivery Methods
Amazon Machine Image
Highlights: Tools for sophisticated generative scenarios such as RAG (Retrieval-Augmented Generation). Rich model support for popular LLMs, Hugging Face generative models, and Ai Bloks READ-GPT. Prompt Handling with pre-built and custom prompts along with context prep from various sources (files, websites, audio, etc.). Post-Processing with fact-checking, response classification, and AI Auditability. Parsing and Text "Chunking" capabilities. Parsers for PDF, PowerPoint, Word, Excel, HTML, Text, WAV, and AWS Transcribe transcripts. Handles extraction of information and metadata into a consistent "block" format. Retrieval and assembly of fact-sets from a corpus of information. A comprehensive set of querying methods: Semantic, Text, and Hybrid retrieval with integrated metadata. Ranking and filtering strategies to enable Semantic query and rapid retrieval of information. Web scrapers, Wikipedia integration, Yahoo Finance API integration to help assemble fact-sets for generation.
Category: Infrastructure Software
Delivery Method: Amazon Machine Image
Company Information
Company Name: Ai Bloks
About Company: Ai Bloks offers enterprise-grade LLM-based tools, models, and services for seamless integration of LLM-based applications including Retrieval Augmented Generation (RAG) workflows. Quickly transform enterprise data into generative AI with our open-source llmware framework, featuring data ingestion, vector embedding, dataset creation, model connectivity, and analytics. Our world-class services team assists in implementing LLM-based apps, ensuring technology innovation for impactful AI solutions.