infiniflow/ragflow
RAGFlow is an open-source Retrieval-Augmented Generation engine that leverages deep document understanding and Large Language Models to provide accurate, citation-backed question-answering from complex and diverse data sources.
Awesome AI Agents › NL AI Frameworks
NL AI Frameworks
ScrapeGraphAI/Scrapegraph-ai
ScrapeGraphAI is an AI-powered Python library that creates intelligent web scraping pipelines using large language models to extract structured data from websites and local documents efficiently.
pydantic/pydantic
Pydantic is a Python library for fast and extensible data validation using Python type hints, enabling developers to define and validate data models efficiently.
apache/doris
Apache Doris is a high-performance, real-time analytical database with a storage-compute integrated architecture, designed for sub-second query response and high concurrency in diverse data analysis scenarios.
business-science/ai-data-science-team
AI Data Science Team is a Python library featuring AI-powered agents that automate and accelerate common data science tasks, including data cleaning, feature engineering, machine learning, and exploratory data analysis, to improve productivity and efficiency.
ucbepic/docetl
DocETL is a system for creating and executing complex document processing and data transformation pipelines powered by large language models, featuring an interactive UI playground and a Python package for production use.
hitsz-ids/synthetic-data-generator
Synthetic Data Generator (SDG) is a comprehensive framework for generating high-quality, privacy-compliant synthetic structured tabular data using advanced statistical and LLM-based models, optimized for big data applications.
Mintplex-Labs/vector-admin
VectorAdmin is a universal and user-friendly tool suite for managing multiple vector databases, providing full control over vector data with multi-user support, embedding management, and cloud deployment capabilities.
scouter-project/scouter
Scouter is an open source Application Performance Management (APM) tool that monitors and manages the performance of software applications and system resources across various platforms and services.
bespokelabsai/curator
Bespoke Curator is a Python-based library for scalable synthetic data curation and structured data extraction, supporting bulk inference, asynchronous operations, and integration with various inference APIs.
HumanSignal/Adala
Adala is an autonomous data labeling agent framework that enables intelligent agents to learn and perform diverse data processing and labeling tasks through iterative learning using large language models.
axflow/axflow
Axflow is a modular TypeScript framework designed to simplify the development of robust natural language AI applications by providing scalable components for data connection, model evaluation, and more.
bosun-ai/swiftide
Swiftide is a Rust library for building fast, streaming indexing, querying, and agentic applications using large language models with a modular and extendable API.
typedef-ai/fenic
A Python DataFrame engine that makes language-model operators such as extract, classify, summarize, embed and semantic join part of the query plan, turning unstructured text into typed, rerunnable pipelines.
Pravko-Solutions/FlashLearn
FlashLearn is a Python library that simplifies integrating large language models into data workflows and ETL pipelines using JSON-driven tasks and concurrency support.
Wilson-ZheLin/Streamline-Analyst
Streamline Analyst is an AI-powered open-source data analysis agent that automates data cleaning, preprocessing, model selection, and visualization to simplify and accelerate the entire data analysis workflow.
RealAlexandreAI/json-repair
json-repair is a Go-compatible open-source tool designed to automatically detect and repair JSON anomalies commonly produced by Large Language Models, providing a reliable and zero-dependency solution for fixing malformed JSON data.
AgentOps-AI/Jaiqu
Jaiqu is an AI-driven tool that automatically transforms JSON data from any schema into any desired schema using GPT-4 generated jq queries for seamless and repeatable data mapping.
m92vyas/llm-reader
llm-reader is an open-source library that converts webpages into LLM-friendly text to facilitate accurate data extraction and AI web scraping.
instructor-ai/cloud
Instructor Cloud is a cloud-based AI service that extracts models from text in real-time using GPT-4 and FastAPI.