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milvus-io /pymilvus

Star1.3k

Python SDK for Milvus Vector Database

python python-sdk faiss anns milvus vector-database faiss-vector-database milvus-sdk milvus-lite

UpdatedFeb 13, 2026
Python

Haohao-end /LMForge-End-to-End-LLMOps-Platform-for-Multi-Model-Agents

Star572

AI Agent Development Platform - Supports multiple models (OpenAI/DeepSeek/Wenxin/Tongyi), knowledge base management, workflow automation, and enterprise-grade security. Built with Flask + Vue3 + LangChain, featuring one-click Docker deployment.

agent docker nginx flask ai vue postgresql celery tailwindcss weaviate langchain llmops aiagent deepseek faiss-vector-database langgraph

UpdatedFeb 16, 2026
Python

peakmojo /mcp-hubspot

Star116

A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot CRM data, providing built-in vector storage and caching mechanisms help overcome HubSpot API limitations while improving response times.

crm hubspot semantic-search faiss faiss-vector-database mcp-server

UpdatedNov 11, 2025
Python

jordan-jakisa /blog_post_writer

Star75

An AI agent that writes SEO-optimised blog posts and outputs a properly formatted markdown document.

python openai duckduckgo-search streamlit langchain faiss-vector-database

UpdatedFeb 23, 2025
Python

AbhaySingh71 /AI-Lawyer-RAG-with-Deepseek

Star38

AI Lawyer is an intelligent reasoning legal assistant powered by DeepSeek , Ollama RAG and LangChain, designed to streamline legal research and document analysis. By leveraging retrieval-augmented generation (RAG), it provides precise legal insights, and contract summarization. With an intuitive Streamlit-based UI, analyze legal documents.

chatbot huggingface streamlit vector-database legal-analytics-and-data-science generative-ai langchain llm-agent retrieval-augmented-generation ollama faiss-vector-database groqapi ollamaembeddings reasoning-models deepseek-r1

UpdatedJul 15, 2025
Python

Chieko-Seren /OpenKimi

Star35

Unlimited context on any LLM ✨在任何语言模型上使用无限的上下文窗口 | 顺便一提，我们没有股权纠纷 :)

vuejs ai vue deep-learning lora alibaba kimi rag moonshot llm meta-ai faiss-vector-database qwen2 kimi-ai

UpdatedApr 19, 2025
Python

chakka-guna-sekhar-venkata-chennaiah /Mutli-Modal-RAG-ChaBot

Star34

Building Essence Towards Personalized Knowledge Model - PKM

python mindsdb streamlit-webapp langchain-python faiss-vector-database

UpdatedOct 20, 2024
Jupyter Notebook

hrishi-008 /SummarAI

Star30

A tool for summarizing search results and website content using FAISS, LLMs, and the Retrieval-Augmented Generation (RAG) technique.

summarization faiss rag groq vector-database llm faiss-vector-database

UpdatedMar 26, 2025
Python

theaifutureguy /AI-Lawyer---RAG-with-DeepSeek-R1

Star29

AI-powered legal chatbot that leverages Retrieval-Augmented Generation (RAG) with DeepSeek R1 for advanced legal reasoning and document analysis. It provides a sophisticated legal assistant that can process and analyze complex legal documents, retrieve relevant information using advanced vector search, and generate nuanced legal analysis.

faiss streamlit pdfplumber langchain deepseek faiss-vector-database groq-api

UpdatedJun 20, 2025
Python

Hemanthkumar2112 /Reward-Modeling-RLHF-Finetune-and-RAG

Star22

Gemma2(9B), Llama3-8B-Finetune-and-RAG, code base for sample, implemented in Kaggle platform

semantic cache kaggle finetuning rag faiss-vector-database llama3 gemma2 gemma2-9b

UpdatedFeb 8, 2025
Jupyter Notebook

MChatzakis /DARTH

Star22

[SIGMOD 2026] DARTH: Declarative Recall Through Early Termination for Approximate Nearest Neighbor Search.

high-dimensional-data gbdt declarative-workflows early-termination vector-search vector-database vector-data-management faiss-vector-database

UpdatedAug 19, 2025
C++

yaacoo /graphRagSqlator

Star19

LLM graph-RAG SQL generator for large databases with poor documentation

sql database ai knowledge-graph rag ehr-data llm langchain faiss-vector-database

UpdatedSep 12, 2024
Python

sagnik-datta-02 /ChatwithPDF

Star17

This is a RAG project to chat with your uploaded PDF , made using Langchain and Anthropic Claude 3 used as LLM , hosted using Streamlit

embeddings retrieval-chatbot streamlit vector-database large-language-models langchain anthropic-claude retrieval-augmented-generation retrieval-augmented-qa faiss-vector-database

UpdatedMay 12, 2024
Python

Rayyan9477 /Solace-AI

Star16

"Solace AI: Your Empathetic Digital Confidant": Solace AI is an empathetic mental health companion that understands your emotions and personality to provide personalized support through natural conversations. It creates a judgment-free space where you can express yourself freely and receive compassionate guidance tailored just for you.

python nlp machine-learning sentiment-analysis transformer mental-health nlp-machine-learning multi-agent-systems voice-assistant conversational-ai personality-test cognitive-behavioral-therapy faiss voice-ai vector-database ai-agent emotion-intelligence generative-ai faiss-vector-database agent-orchestration

UpdatedFeb 20, 2026
Python

ankitsharma-tech /Polyagent-Research-Intelligence

Star13

A modular, multi-agent AI research and report generation platform. Enter any topic, and PolyAgent Research Intelligence orchestrates multiple AI agents to retrieve literature, analyze data, and generate a polished report. Built for researchers and AI/ML engineers, leveraging LangChain, FastAPI, PostgreSQL, advanced LLMs, and a Next.js front-end.

machine-learning nextjs grafana postgresql prometheus multi-agent-systems tailwindcss ai-research fastapi report-generation ai-engineering llms langchain openrouter faiss-vector-database