RAG enabled Chatbots using LangChain and Databutton
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Nov 6, 2023 - Python
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rag-implementation
Here are 15 public repositories matching this topic...
A set of scripts to build a RAG from the videos of a YouTube channel
playground youtube openai rag llm langchain retrieval-augmented-generation ollama rag-implementation rag-playground
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Feb 2, 2024 - Python
Production-ready Chainlit RAG application with Pinecone pipeline offering all Groq and OpenAI Models, to chat with your documents.
gemma pinecone rag groq vector-database chatgpt langchain chainlit mistralai mistral-7b rag-implementation groqapi rag-pipeline llama3 llama3-rag
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Aug 19, 2025 - Python
This repository contains a Streamlit-based Document Question Answering System implementing the Retrieve-and-Generate (RAG) architecture, utilizing Streamlit for the UI, LangChain for text processing, and Google Generative AI for embeddings.
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May 24, 2024 - Python
real-time, multi-modal, vector embedding pipeline
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Mar 19, 2024 - Python
This repo is for advanced RAG systems, each branch will represent a project based on RAG.
redis redis-cache chat-application cohere faiss rag groq llms generative-ai langchain chromadb chat-with-pdf cohere-api rag-implementation faiss-vector-database groq-api rag-pipeline advanced-rag
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Oct 15, 2024 - Python
This RAG Streamlit app lets users chat with PDF documents using Gemini and Google's generative AI. Upload PDFs, process text, and get intelligent answers to your questions.
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Jun 26, 2024 - Python
🧠 Build a RAG-driven chatbot to answer user questions using real-world knowledge from documents, focused on mental health and social policy in Indonesia.
nlp api identity-resolution gpu confluence chat-application octo lumina rag vector-database astradb langchain langchain-python lamacpp ollama rag-implementation llama3 agentic-rag
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Oct 1, 2026 - Python
🤖 Financial AI Agent prototype for fraud analysts. Features modular RAG architecture and end-to-end ML production pipelines (Classification & Regression) built with Scikit-Learn.
python data-science machine-learning scikit-learn predictive-analysis fraud-detection rag ai-agent llm rag-implementation llm-orchestrator
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Sep 28, 2026 - Python
你的個人 AI 工作日誌秘書。透過 LINE 隨手記錄工作，利用 RAG 技術實現語意搜尋與自動摘要生成。採用 Gemini 3.1 進行多重事件拆分優化，讓檢索精準度大幅提升。
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Jun 2, 2026 - Python
A command-line RAG Chatbot application built from scratch
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Mar 18, 2025 - Python
Ce projet est destiné aux utilisateurs souhaitant extraire et analyser des informations de plusieurs fichiers PDF.
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May 28, 2024 - Python
Designed and implemented a production-ready Retrieval-Augmented Generation (RAG) system with automatic LLM-based evaluation, telemetry, and an interactive analytics dashboard
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Feb 15, 2026 - Python
Reference RAG implementation tracing every choice to a numbered decision, not an unexamined default. Structure-aware chunking, provider-agnostic embeddings, hybrid dense+BM25 retrieval, negation-aware groundedness checking ported from Sentinel. 27 tests, zero API key required to run them.
embeddings tracing chunking embedding-models bm25 rag embedding-vectors chunking-algorithm chunking-files rag-implementation rag-evaluation rag-pipeline chunking-optimization rag-architecture chunking-strategy
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Sep 2, 2026 - Python
Successfully developed an LLM application which generates a summary, a list of citations and references and response to a user's query based on the research paper's content.
parallel-chain text-splitter large-language-models langchain prompt-template retrieval-augmented-generation vectorstores rag-implementation openai-embeddings faiss-vector-database chatopenai document-loader llm-applications
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Mar 23, 2025 - Python
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