Library/llmwareForked

llmware-ai/llmware

llmware

Unified framework for building enterprise RAG pipelines with small, specialized models

View on GitHub↗Upstream llmware-ai/llmware↗

Builder

llmware-ai

llmware-ai • individual

Stars

14,861

Using upstream star count

Forks

2,950

Using upstream fork count

Open Issues

Activity Score

0/100

0 commits in 30d

Created

Sep 29, 2023

Project creation date

README Summary

LLMware is a unified framework for building enterprise-grade RAG (Retrieval-Augmented Generation) pipelines using small, specialized language models. It provides a comprehensive toolkit for document processing, knowledge extraction, and AI-powered analysis workflows designed for business applications.

AI Dev Skills

Unmapped

Retrieval-Augmented GenerationSmall Language ModelsDocument Processing and ParsingVector Database IntegrationKnowledge Graph ConstructionText Embedding and Semantic SearchMulti-document Question AnsweringEnterprise AI Pipeline DevelopmentModel Fine-tuning and OptimizationStructured Data Extraction from Text

Taxonomy

AI Trends

Small Language Models Compound AI Systems Enterprise AI Private AI Agentic AI On-premise AI

Deployment Context

Self-hosted On-premise Cloud API Docker Containers

Industries

Legal Tech FinTech Healthcare Insurance Professional Services Government and Compliance

Modalities

Text Tabular

Skill Areas

Retrieval-Augmented Generation Small Language Models Document Processing and Parsing Vector Database Integration Knowledge Graph Construction Text Embedding and Semantic Search Multi-document Question Answering Enterprise AI Pipeline Development Model Fine-tuning and Optimization Structured Data Extraction from Text

Use Cases

Document Question Answering Contract Analysis and Review Financial Document Processing Compliance and Regulatory Analysis Enterprise Knowledge Management Automated Research and Summarization Multi-document Intelligence Private Document Chat Systems

Recent Activity

Updated 18 days ago

7 Days

30 Days

90 Days

Quality

beta

Quality: high
Maturity: beta

PM Skills

Developer Platform

Languages

Python100.0%

Timeline

Project created: Sep 29, 2023
Forked: Mar 29, 2026
Your last push: 18 days ago
Upstream last push: 18 days ago
Tracked since: Mar 26, 2026

Similar Repos

pgvector cosine similarity · $0

Loading…