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ragflow
Publicopenai-realtime-api-demo
PublicAn advanced speech-to-speech (S2S) voice assistant utilizing OpenAI’s Realtime API for ultra-low-latency, two-way audio streaming, real-time natural language understanding, and responsive, interactive dialogue through direct WebSocket communication.- This Streamlit application allows users to interact with their PostgreSQL database using natural language queries. Users can type questions in natural language, which the app translates into SQL queries executed against the database. The results are then displayed in the chat interface. Powered by Google Generative AI and LangChain's SQL agent tool
- The method of re-ranking involves a two-stage retrieval system, with re-rankers playing a crucial role in evaluating the relevance of each document to the query. RAG systems can be optimized to mitigate hallucinations and ensure dependable search outcomes by selecting the optimal reranking model.
unstructured-io-demo
PublicThe PDF Chatbot project uses advanced NLP models and Unstructured.io for parsing complex PDFs, enabling streamlined extraction and querying of information, including tables, graphs, and images, through a user-friendly interface.RAG-Raptor-demo
PublicRAPTOR introduces a novel approach to retrieval-augmented language models by constructing a recursive tree structure from documents. This allows for more efficient and context-aware information retrieval across large texts, addressing common limitations in traditional language models.- This project involves creating an interactive chatbot using Rasa for natural language understanding and dialogue management. The chatbot helps users track shipment orders and handle healthcare-related queries, including weight loss programs. It integrates with shipment tracking APIs and features a web interface for user interaction.
awesome-langchain
Public- Experience a ChatGPT-like interface powered by Ollama's Llama3 and LangChain's Retrieval-Augmented Generation (RAG) capability. Upload PDFs, ask questions, and receive contextual, concise answers—all within an interactive Streamlit app.
Musicgen-Text-to-Music
PublicTurn your words into music! Describe a sound (e.g., happy, spooky) and this app generates a short piece based on your text.text-to-video-Novita-AI
PublicBlogIQ
Publicpdf-to-trends
PublicAutogen_Video_Refinement
Publiclangchain-chatbot
Publiclangchain-apps
Publiclangchain-RAG
Publicbluebash.github.com
Public templatecommontator
Publicscreencastify
Publicjson-api-normalizer
Publicopen-source-billing
Public