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A modular graph-based Retrieval-Augmented Generation (RAG) system
An index of all of our weekly concepts + code events for aspiring AI Engineers and Business Leaders!!
LangGraph - FastAPI - Postgresql - AI project
Implementation of "RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation".
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis
Perplexica is an AI-powered search engine. It is an Open source alternative to Perplexity AI
A code-first agent framework for seamlessly planning and executing data analytics tasks.
Tools for merging pretrained large language models.
PhoWhisper: Automatic Speech Recognition for Vietnamese (2024)
Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.
FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design
Drag & drop UI to build your customized LLM flow
⛓️ Langflow is a visual framework for building multi-agent and RAG applications. It's open-source, Python-powered, fully customizable, model and vector store agnostic.
SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It solves 12.47% of bugs in the SWE-bench evaluation set and takes just 1 minute to run.
DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. 🤖💤
A financial agent, built entirely with LangChain!
A pipeline to improve skills of large language models
Yes, it's another chat over documents implementation... but this one is entirely local!
Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey".
Automatic cervical cancer cytology cell segmentation using deep ensemble learning