https://github.com/h2oai/h2ogpt

Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://gpt-docs.h2o.ai/

ai chatgpt embeddings generative gpt gpt4all llama2 llm mixtral pdf private privategpt vectorstore

Last synced: 13 May 2025

https://github.com/samuraigpt/embedai

An app to interact privately with your documents using the power of GPT, 100% privately, no data leaks

chatbot chatgpt embedai embeddings generative gpt gpt4 gpt4all langchain models openai privategpt vectorstore whisper

Last synced: 05 Oct 2025

https://github.com/SamurAIGPT/EmbedAI

An app to interact privately with your documents using the power of GPT, 100% privately, no data leaks

chatbot chatgpt embedai embeddings generative gpt gpt4 gpt4all langchain models openai privategpt vectorstore whisper

Last synced: 14 Mar 2025

https://github.com/grumpyp/aixplora

AIxplora is a open-source tool which let's you query all kind of files not limited to any length or format.

audio chat chatbot chatgpt embeddings embeddings-model generativeai llm llms nlp openai ownfiles pdf question-answering search second-brain vectorstore

Last synced: 04 Apr 2026

https://github.com/linjungz/chat-with-your-doc

Chat with your docs in PDF/PPTX/DOCX format, using LangChain and GPT4/ChatGPT from both Azure OpenAI Service and OpenAI

azure azure-openai-service chatgpt embeddings gpt-4 langchain openai vectorstore

Last synced: 20 Apr 2025

https://github.com/abhi5h3k/privatedocbot

📚 Local PDF-Integrated Chat Bot: Secure Conversations and Document Assistance with LLM-Powered Privacy

ai chatgpt generative gpt gpt-4 gpt4all langchain llama llama-2 llama-cpp llama2 llamacpp llm localai openai pdf private privategpt self-hosted vectorstore

Last synced: 05 Oct 2025

https://github.com/mariochavez/chroma

Ruby client for Chroma DB

llm ruby-gem vectorstore

Last synced: 22 Jul 2025

https://github.com/Abhi5h3k/PrivateDocBot

📚 Local PDF-Integrated Chat Bot: Secure Conversations and Document Assistance with LLM-Powered Privacy

ai chatgpt generative gpt gpt-4 gpt4all langchain llama llama-2 llama-cpp llama2 llamacpp llm localai openai pdf private privategpt self-hosted vectorstore

Last synced: 07 Apr 2025

https://github.com/abhishek-ch/vectorverse

Explore Multiple Vector Databases and chat with documents on Multiple LLM models, private LLM models

chatbot chatgpt chromadb elasticsearch embeddings generative generativeai milvus nlp openai python qdrant redis streamlit vectorstore

Last synced: 21 Mar 2025

https://github.com/unnikked/notionrag

Ask question over your Notion Database! A naive Retrieval-Augmented Generation (RAG) pipeline backed by Langchain and Streamlit

chromadb embeddings generativeai langchain llm openai question-answering rag retrieval-augmented-generation streamlit vectorstore

Last synced: 29 Apr 2025

https://github.com/shiyindaxiaojie/eden-aigc-qna

AIGC 知识库问答系统快速搭建，便于企业级定制化，支持文档上传，向量存储，聊天式问答。

azure-openai langchain llm qna quickstart streamlit vectorstore

Last synced: 06 May 2025

https://github.com/xyntopia/vexvault

browser based vector storage

ai browser chatbot chatgpt database vectorstore vue

Last synced: 07 May 2025

https://github.com/Xyntopia/vexvault

browser based vector storage

ai browser chatbot chatgpt database vectorstore vue

Last synced: 01 Apr 2025

https://github.com/yorek/azure-sql-db-ai-samples-search

A practical sample of RAG pattern applied to a real-world use case: make finding samples using Azure SQL easier and more efficient!

ai azure-sql azure-sql-database azure-sql-db data-api-builder genai rag react vectors vectorstore

Last synced: 09 Oct 2025

https://github.com/zzstoatzz/raggy

scraping and querying documents for LLMs

llms rag scraping vectorstore

Last synced: 06 Sep 2025

https://github.com/aliosm/chromable

Ruby on Rails integration for ChromaDB

chromadb llms rails-gem ruby-on-rails semantic-search vectorstore

Last synced: 09 Sep 2025

https://github.com/hupe1980/vecgo

🧬🔍🗄️ Unlock the power of vector indexing and search in your Go applications with the HNSW algorithm for approximate nearest neighbor search, seamlessly embedded within your application.

ann embeddings golang hnsw vector vectorstore

Last synced: 19 Jan 2026

https://github.com/jackbekket/reflexia

Autodoc project, aimed to autonomously generating documentation for any code repository and store info about it in vectorstore to further interactions

ai documentation-tool langchain llm local-ai vectorstore

Last synced: 12 Apr 2025

https://github.com/3zcurdia/chroma

ChromaDB Client for elixir

hex-package vectorstore

Last synced: 20 Aug 2025

https://github.com/benja1972/vectordb

Vector databases experimentation for the Knowledge Graphs and sentenceBERT embedding

knowledge-graph neo4j semantic-search streamlit vectordb vectorstore

Last synced: 10 Apr 2025

https://github.com/gabisonia/go-vectorstore

A lightweight Go vector-store library inspired by Microsoft.Extensions.VectorData

go-vector postgresql vectordb vectorstore

Last synced: 17 Feb 2026

https://github.com/stylepatrick/spring-ai-chat-bot

Demonstrates various AI functionalities using Spring AI, including chat responses, JSON data handling, image creation and description, real-time data loading, text-to-speech, and vector store usage.

chatbot custom-data openai-functions rest-api spring spring-ai spring-openapi vectorstore

Last synced: 21 Mar 2025

https://github.com/eziodevio/ai-knowledge-bot

his is my own custom-built offline AI bot that lets you chat with PDFs and web pages using **local embeddings** and **local LLMs** like LLaMA 3. I built it step by step using LangChain, FAISS, HuggingFace, and Ollama — without relying on OpenAI or DeepSeek APIs anymore (they just kept failing or costing too much)

ai-chatbot chat-with-pdf chat-with-webpage document-summarization eziodevio faiss huggingface-embeddings langchain llama3 local-llm offline-ai ollama rag streamlit vectorstore

Last synced: 11 Apr 2026

https://github.com/lazauk/aoai-llamaindex-vectorstore

Sample code to demo the use of LlamaIndex with Azure OpenAI GPT-4 and Embedding models in RAG implementation.

ai azure embedding gpt-4 llamaindex openai rag vectorstore

Last synced: 07 Apr 2026

https://github.com/ashot72/langchain-documentation-helper

LangChain Documentation Helper

chatgpt embeddings langchain langchain-js large-language-models pinecone vector-database vectorstore

Last synced: 02 Feb 2026

https://github.com/boyac/pygamgee

PyGamgee enhances learning and decision-making with a local, open-source language model for efficient, private access.

ai ai-assistants ai-mentor ai-tutor aicpa deepseek embeddings faiss langchain memory nlp ollama on-premise openai pymupdf python self-hosted self-study vectorstore

Last synced: 24 Feb 2025

https://github.com/amadou-6e/py-dockerdb

Docker-DB is a Python library for managing database containers via Docker: supporting fast, scriptable setup of MongoDB, PostgreSQL, MySQL, and SQL Server for development and testing.

containerization database devops docker docker-python mongodb mysql pgvector postgresql python sql-server testing vector-database vectorstore vectorstores

Last synced: 26 Aug 2025

https://github.com/mcaimi/chromadb-ingestor

Simple ChromaDB Text Ingestor

ai chromadb example langchain ollama python vectorstore

Last synced: 15 Oct 2025

https://github.com/amadou-6e/py-docker

Docker-DB is a Python library for managing database containers via Docker: supporting fast, scriptable setup of MongoDB, PostgreSQL, MySQL, and SQL Server for development and testing.

containerization database devops docker docker-python mongodb mysql pgvector postgresql python sql-server testing vector-database vectorstore vectorstores

Last synced: 07 Apr 2026

https://github.com/thijse/memoryvectorstore

Sample of implementing a simple in-memory vector store

chatgpt-api csharp embeddings large-language-models openai vector vectorstore

Last synced: 20 Mar 2025

https://github.com/octokas/go-kas

Go project that started as a way to create a template library for myself, but grew to be the backbone of "Pagey's PagerMate"

ai go go-ai go-air go-library golang mongodb pagerduty pagermate pagey rag template vectorstore

Last synced: 17 Apr 2026

https://github.com/stiebo/spring-ai-samples

Spring AI, chat client, vector store, RAG, multimodality samples

embeddings llm multimodality rag spring-ai spring-boot vectorstore

Last synced: 17 Apr 2026

https://github.com/hediyeorhan/chatbotproject_in_graphstructure

chain chromadb gemini-api grader graph hallucination-grader huggingfaceembeddings langchain langgraph llm node tavily vectorstore websearch

Last synced: 25 Dec 2025

https://github.com/vinitgurjar/chat-with-pdfs

This AI tool helps you to chat with your PDFs just by uploading it in the web interface.

genrative-ai langchain-python large-language-models openai-api vectorembeddings vectorstore

Last synced: 02 Jul 2025

https://github.com/abdelrahman-amen/rag_agent

This project uses LangChain agents and Google Generative AI to build a RAG system, combining LLMs with tools like Wikipedia, Arxiv, and custom retrievers for accurate, real-time answers.

agents api arxiv-papers dotenv embeddings faiss langchain prompt-engineering python retreival-augmented-generation tools vectorstore webloader wikipedia-api

Last synced: 07 Apr 2026

https://github.com/am-ankitgit/qa_chatbot_llamaindex_google_gemini

emebeded gemini-api google llama llm pdf-document python rag retrival-augmented-generation stramlit vectorstore

Last synced: 26 Jan 2026

https://github.com/chitrakshsuri/rag-with-multiple-data-source-using-langchain

A LangChain-powered multi-tool RAG agent that combines Wikipedia, Arxiv, and custom document search using FAISS & OpenAI GPT. Built for intelligent, source-aware answers.

agents arxiv faiss langchain langsmith llm openai rag vectorstore wikipedia

Last synced: 09 Apr 2026

https://github.com/shaheennabi/Production-Ready-TripPlanner-Multi-AI-Agents-Project

🎇🎬 Media Creation Hub with Multi-Agent RAG 🎆 An AI-powered content curation system that leverages RAG for personalized media recommendations across news, video, and social platforms. 🚀🎥 Perfect for platforms looking to enhance user engagement with dynamic, real-time content! 🌍💡

agentic-workflow ai-and-news ai-content-recommendation content-curation embeddings generative-ai langgraph langgraph-studio langserve langsmith media-discovery multiagentssystems news-curator openai retrieval-augmented-generation streaming-content vectorstore

Last synced: 29 Jul 2025

https://github.com/samay-jain/langchain_rag_system_question-answer_chatbot

A LangChain-based chatbot that answers user questions using scraped website content. Supports both OpenAI and local Ollama LLMs with Chroma vector storage and source citations.

ai-chatbot chatbot chromadb langchain llama3 llm machine-learning natural-language-processing nomic-embed ollama openai python question-answering rag retrieval-augmented-generation vectorstore web-scraping

Last synced: 09 Apr 2026

https://github.com/hediyeorhan/vectorstore

artificial-intelligence chromadb documents gemini gemini-api huggingfaceembeddings similarity-search vector vector-database vectorstore

Last synced: 06 Jul 2025

https://github.com/vs4vijay/llm-ecosystem

Code for Embeddings, VectorStore, SemanticSearch, and RAG using Azure OpenAI

azure embeddings langchain llm openai rag semantic-search vectordb vectorstore

Last synced: 04 Apr 2026

https://github.com/dappros/site_crawler

Site crawler used in Ethora platform as an option to import your specific business data into your AI agent chat bot.

crawler data-ingestion embedding-vectors embeddings ethora llm rag retrieval-augmented-generation retrieval-based-chatbots retrieval-chatbot semantic-search site-crawler vectorstore web-scraping website-indexing

Last synced: 20 Jan 2026

https://github.com/abdelrahman-amen/question_answering_from_any_url_with_rag

In this project, users can input any URL and ask a question related to its content. Using Retrieval-Augmented Generation (RAG) and LangChain, the app retrieves the most relevant answer from the webpage.

api dotenv embeddings genai generative-ai langchain python retreival-augmented-generation streamlit vectorstore webbased

Last synced: 27 Mar 2025

https://github.com/alpacamale/counsel

AI counsel powered by large language model

chatbot embedding langchain memory prompt-engineering streamlit vectorstore

Last synced: 27 Jun 2025

https://github.com/abdelrahman-amen/multi_pdf_rag_with_groq

In this project, we developed a Streamlit app that uses Groq API and Google Generative AI for question-answering by embedding and retrieving content from multiple PDFs. The app leverages prompt engineering, RAG (Retrieval-Augmented Generation), and document chaining for accurate and context-based responses.

api chain dotenv embeddings faiss genai genrative-ai groq-api langchain pdf prompt-engineering python retrieval-augmented-generation streamlit vectorstore

Last synced: 29 Mar 2025

https://github.com/leweex95/jarokelo_tracker

Building and evaluating RAGs to gain insights about the state of civilian-reported issues across my city, Budapest

ai llm rag vectorstore

Last synced: 14 Feb 2026

https://github.com/hase3b/scprag

This repository implements a Retrieval-Augmented Generation (RAG) system for the Supreme Court of Pakistan, utilizing different LLMs, embedding models, and retrieval and generation enhancement strategies. It processes SCP judgments, applies chunking, and generates legal summaries and answers based on relevant case data.

beautifulsoup4 embedding-models huggingface langchain legal-corpus llama llm mistral nlp ocr pdf2image pinecone pymupdf pytesseract regex retreival retrieval-augmented-generation selenium vectorstore

Last synced: 06 Apr 2026

https://github.com/laurentveyssier/ai-research-agent-udaplay

AI Research Agent designed to answer questions about video games using vectorstore

agent chatbot mcp-client mcp-server memory-management openai python state-machine vector-search vectorstore

Last synced: 20 Apr 2026