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The 500 AI Agents Projects is a curated collection of AI agent use cases across various industries. It showcases practical applications and provides links to open-source projects for implementation…

⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, Football-Data.co.uk, FotMob, Sofascore, SoFIFA, Understat and WhoScored.

The easiest tool for fine-tuning LLM models, synthetic data generation, and collaborating on datasets.

SynthLang is a hyper-efficient prompt language designed to optimize interactions with Large Language Models (LLMs) like GPT-4o by leveraging logographical scripts and symbolic constructs.

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

GLiNER model in a FastAPI microservice.

Incremental Knowledge Graphs Constructor Using Large Language Models

Mapping Wikipedia pages to Wikidata IDs and vice versa.

A fast inference library for running LLMs locally on modern consumer-class GPUs

AdalFlow: The library to build & auto-optimize LLM applications.

Versatile agents for long running, research intensive tasks.

Retrieve, Read and LinK: Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget (ACL 2024)

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

A Happy and lightweight Python Package that Provides an API to search for articles on Google News and returns a JSON response.

Neo4j GraphRAG for Python

Generalist and Lightweight Model for Relation Extraction (Extract any relationship types from text)

GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to be the ultimate GraphRAG/KG local LLM app.

Retrieval-Augmented Generation-based Relation Extraction

Open-source Perplexity app.

FinRobot: An Open-Source AI Agent Platform for Financial Analysis using LLMs 🚀 🚀 🚀

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

Python scraper based on AI

GraphER: A Structure-aware Text-to-Graph Model for Entity and Relation Extraction

A quickly-hacked-together Python script to turn mysqldump files to CSV files. Optimized for Wikipedia database dumps.

ReFinED is an efficient and accurate entity linking (EL) system.

A high-throughput and memory-efficient inference and serving engine for LLMs

A Python package for aggregating and normalizing historical data from popular and free financial APIs.

🐍💯pySBD (Python Sentence Boundary Disambiguation) is a rule-based sentence boundary detection that works out-of-the-box.