curiousily / ragbase
Completely local RAG. Chat with your PDF documents (with open LLM) and UI to that uses LangChain, Streamlit, Ollama (Llama 3.1), Qdrant and advanced methods like reranking and semantic chunking.
☆95Updated 9 months ago
Alternatives and similar repositories for ragbase:
Users that are interested in ragbase are comparing it to the libraries listed below
- Graphy v1: A Realtime GraphRAG App using Langchain, Neo4j, GPT-4o, and Streamlit.☆60Updated 6 months ago
- A local LLM chatbot with RAG for PDF input files☆79Updated last year
- Awesome LLM application repo☆80Updated last month
- Simple Chainlit UI for running llms locally using Ollama and LangChain☆116Updated 8 months ago
- A tool for querying and interacting with PDF documents using AI. This application uses natural language processing to provide contextuall…☆113Updated last month
- Built using Open Source Stack (Llama 3.2 Model, BGE Embeddings, and Qdrant running locally within a Docker Container)☆138Updated 6 months ago
- A retrieval augmented generation chatbot 🤖 powered by 🔗 Langchain, Cohere, OpenAI, Google Generative AI and Hugging Face 🤗☆67Updated last year
- Chainlit app for advanced RAG. Uses llamaparse, langchain, qdrant and models from groq.☆45Updated 11 months ago
- This is a RAG implementation using Open Source stack. BioMistral 7B has been used to build this app along with PubMedBert as an embedding…☆72Updated last month
- TalkNexus: Ollama Chatbot Multi-Model & RAG Interface☆53Updated last month
- OpenAI document chatbot using llama-index, pinecone and chainlit. With incremental features, giving you the tools to go from a basic RAG …☆71Updated last year
- Rag (Retreival Augmented Generation) Python solution with llama3, LangChain, Ollama and ChromaDB in a Flask API based solution☆177Updated 10 months ago
- Agentic RAG with Langchain, Qdrant and CrewAI☆58Updated 11 months ago
- GenAI Experimentation☆58Updated this week
- Medical RAG QA App using Meditron 7B LLM, Qdrant Vector Database, and PubMedBERT Embedding Model.☆54Updated last year
- This repository will consist of advanced RAG applications.☆35Updated 8 months ago
- This project involves using llamaindex Multi Agents concierge system and Qdrant vector database to customize the RAG application with use…☆50Updated 8 months ago
- Training Small Language Model☆24Updated last year
- A simple project for enabling LLM agents to use tools.☆100Updated 10 months ago
- Chat with your Documents(PDF, TXT, DOCX, ODT, PPTX etc), Websites and Youtube Chat too!, CSV files. Uses langchain, Ollama, Groq, Gemini,…☆54Updated last year
- Automate complex business workflows with our Multi-AI-Agent Systems using crewAI. This framework leverages autonomous, role-specific AI a…☆88Updated 11 months ago
- ☆65Updated last year
- A demo Jupyter Notebook showcasing a simple local RAG (Retrieval Augmented Generation) pipeline to chat with your PDFs.☆389Updated 3 months ago
- ☆89Updated 2 weeks ago
- Build your own Custom RAG Chatbot using Gradio, Langchain and Llama2☆72Updated last year
- Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 , A…☆61Updated 11 months ago
- On-device LLM Inference using Mediapipe LLM Inference API.☆21Updated last year
- Tutorial on how to create a ReAct agent without a LLM framework☆51Updated 9 months ago
- A LLM Agent with Langchain/Langgraph helps to analyze CV, look relevant jobs via API, and write a cover letter according to it☆52Updated 11 months ago
- ☆69Updated 3 months ago