Make GNN easy to start with
graph graph-algorithms graphs embbedings graphembedding graph-neural-networks mlflow gnn optuna graphconv torchgeometric
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Jun 17, 2025 - Jupyter Notebook
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embbedings
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Based on the large model development framework of langchain, LangGraph is integrated to create a scalable workflow architecture. RAG。基于langchain的大模型开发框架,集成LangGraph创建一个可扩展的工作流架构,RAG:结合检索向量知识库(Milvus),增强模型的知识检索能力,支持ChatGLM & OpenAI大语言
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Sep 12, 2024 - Python
Finite element analysis library for computational mechanics applications
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Jan 20, 2025 - C#
Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligent file conversion (PDF/Office/images), and semantic search. Includes MCP server for seamless AI assistant integration.
python openai developer-tools knowledge-base file-conversion enterprise-ready semantic-search multi-project cli-tool document-processing embbedings git-integration rag jira-integration cursor-ide llm-integration mcp-server confluence-integration
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Sep 11, 2025 - Python
A high-performance, in-memory vector database written in Rust, designed for semantic search and top-k nearest neighbor queries in AI-driven applications, with binary file persistence for durability.
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Oct 16, 2025 - Rust
This is a project that simplifies the use of Openai API's with the capability of easily implementing an unlimited amount of functions
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Jul 5, 2024 - Python
🗃️✨ Mebox is an open-source alternative to OpenAI's file_search tool, designed to efficiently process, store, and retrieve file-based information using Supabase and open source embeddings.
open-source ai artificial-intelligence openai knowledgebase knowledge-base vector-similarity embbedings vector-search huggingface vector-database supabase vector-similarity-search openai-alternative
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Feb 28, 2025 - HTML
Local PDF chatbot that allows users to interact with the contents of PDF documents using natural language. It leverages Retrieval-Augmented Generation (RAG) to combine document embeddings with open-source large language models (LLMs) served through Ollama.
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Jun 9, 2025 - Python
This project uses Spring AI and PGvector to demonstrate retrieval via semantic search with vector embeddings.
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Mar 7, 2025 - Java
Sha'table is an intelligent Retrieval-Augmented Generation (RAG) bot designed to enable seamless interaction with documents and web content. It allows users to upload files or provide URLs and engage in meaningful conversations with the content.
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Jan 21, 2025 - Python
Using embeddings, ChatDev improves the accuracy of answers by retrieving relevant information from a pre-indexed database, ensuring that answers are always aligned with the context of the question.
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Aug 12, 2024 - Python
GenderBiasGPT is a tool designed to detect gender bias in text inputs, specifically for non-English languages like Vietnamese and Hindi. This model assesses whether a sentence is biased toward a male or female perspective and provides a bias score ranging from 0 to 1.
nlp data natural-language-processing chatbot regression flask-application cosine-similarity vectorization tokenization hindi-language vietnamese-language embbedings bias-detection streamlit regional-languages
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Oct 28, 2024 - Python
My Experiments with LLM augmentation using RAG, Vector embedding's, Vector DB store, Vector Models, Agentic Frameworks, and bit of typescript todo it all.
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Sep 11, 2025 - TypeScript
Serving embbeding for langchain
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Mar 18, 2024 - Python
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Sep 10, 2025 - C++
Repository used to explore how to use RAG technique in a real application.
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Aug 16, 2025 - Python
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