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PrashantDixit0 authored Jan 20, 2025
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Expand Up @@ -194,25 +194,20 @@ These are ready to use applications built using LanceDB serverless vector databa
| Project Name | Description | Screenshot |
|-----------------------------------------------------|----------------------------------------------------------------------------------------------------------------------|-------------------------------------------|
| [Writing assistant](https://github.com/lancedb/vectordb-recipes/tree/main/applications/node/lanchain_writing_assistant) | Writing assistant app using lanchain.js with LanceDB, allows you to get real time relevant suggestions and facts based on you written text to help you with your writing. | ![Writing assistant](https://github.com/user-attachments/assets/87354e93-df4d-40ad-922b-abcbb62d667c) |
| [Sentence auto complete](https://github.com/lancedb/vectordb-recipes/tree/main/applications/node/sentance_auto_complete) | Sentance auto complete app using lanchain.js with LanceDB, allows you to get real time relevant auto complete suggestions and facts based on you written text to help you with your writing.You can also upload your data source in the form of a pdf file.You can switch between gpt models to get faster results. | ![Sentance auto complete](https://github.com/lancedb/assets/blob/main/recipes/sentance_Auto_complete.gif) |
| [Sentence Auto-Complete](https://github.com/lancedb/vectordb-recipes/tree/main/applications/node/sentance_auto_complete) | Sentance auto complete app using lanchain.js with LanceDB, allows you to get real time relevant auto complete suggestions and facts based on you written text to help you with your writing.You can also upload your data source in the form of a pdf file.You can switch between gpt models to get faster results. | ![Sentence auto-complete](https://github.com/lancedb/assets/blob/main/recipes/sentance_Auto_complete.gif) |
| [Article Recommendation](https://github.com/lancedb/vectordb-recipes/tree/main/applications/node/article_recommender) | Article Recommender: Explore vast data set of articles with Instant, Context-Aware Suggestions. Leveraging Advanced NLP, Vector Search, and Customizable Datasets, Our App Delivers Real-Time, Precise Article Recommendations. Perfect for Research, Content Curation, and Staying Informed. Unlock Smarter Insights with State-of-the-Art Technology in Content Retrieval and Discovery!". | ![Article Recommendation](./applications/node/article_recommender/public/assets/article_recommendation_engine.gif) |
| [AI Powered Job Search](https://github.com/lancedb/vectordb-recipes/tree/main/applications/node/AI_powered_job_search) | Transform your job search experience with this AI-driven application. Powered by LangChain.js, LanceDB, and advanced semantic search, it provides real-time, highly accurate job listings tailored to your preferences. Featuring customizable datasets and advanced filtering options (e.g., skills, location, job type, and salary range), this app ensures you find the right opportunities quickly and effortlessly. Best suited for job seekers, recruiters, career platforms, custom job boards. | ![Article Recommendation](./applications//node/assets/AI-powered-job-search.gif) |
| [AI Powered Job Search](https://github.com/lancedb/vectordb-recipes/tree/main/applications/node/AI_powered_job_search) | Transform your job search experience with this AI-driven application. Powered by LangChain.js, LanceDB, and advanced semantic search, it provides real-time, highly accurate job listings tailored to your preferences. Featuring customizable datasets and advanced filtering options (e.g., skills, location, job type, and salary range), this app ensures you find the right opportunities quickly and effortlessly. Best suited for job seekers, recruiters, career platforms, custom job boards. | ![Job Search](./applications//node/assets/AI-powered-job-search.gif) |
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| Project Name | Description | Screenshot |
|-----------------------------------------------------|----------------------------------------------------------------------------------------------------------------------|-------------------------------------------|
| [YOLOExplorer](https://github.com/lancedb/yoloexplorer) | Iterate on your YOLO / CV datasets using SQL, Vector semantic search, and more within seconds | ![YOLOExplorer](https://github.com/lancedb/vectordb-recipes/assets/15766192/ae513a29-8f15-4e0b-99a1-ccd8272b6131) |
| [Website Chatbot (Deployable Vercel Template)](https://github.com/lancedb/lancedb-vercel-chatbot) | Create a chatbot from the sitemap of any website/docs of your choice. Built using vectorDB serverless native javascript package. | ![Chatbot](assets/vercel-template.gif) |
| [ Chat with multiple URL/website ](https://github.com/lancedb/vectordb-recipes/tree/main/applications/chat_with_anywebsite/) | Conversational AI for Any Website with Mistral,Bge Embedding & LanceDB |![webui_aa](https://github.com/akashAD98/vectordb-recipes/assets/62583018/47a9af87-2d94-4fd8-afa1-373db03bd728) |
| [ Talk with Podcast ](https://github.com/lancedb/vectordb-recipes/tree/main/applications/talk-with-podcast) | Talk with Youtube Podcast using Ollama and insanely-fast-whisper | ![demo](./assets/talk-with-podcast.gif)|
| [ Hr chatbot ](https://github.com/lancedb/vectordb-recipes/tree/main/applications/HR_chatbot/) | Hr chatbot - ask your personal query using zero-shot React agent & tools |![image](https://github.com/akashAD98/vectordb-recipes/assets/62583018/0ea78428-44be-4bff-874b-79b1fcc3b7d6)|
| [Advanced Chatbot with Parler TTS ](https://github.com/lancedb/vectordb-recipes/tree/main/applications/Chatbot_with_Parler_TTS) | This Chatbot app uses Lancedb Hybrid search, FTS & reranker method with Parlers TTS library.|![image](./assets/chatbot_tts.png)|
| [Multi-Modal Search Engine](https://github.com/lancedb/vectordb-recipes/tree/rf/applications/multimodal-search) | Create a Multi-modal search engine app, to search images using both images or text | ![Search](https://github.com/lancedb/vectordb-recipes/assets/15766192/9805fec8-da72-44c0-be12-ddbe1c2d6afc)|
| [Advanced Chatbot with Parler TTS ](./applications/Chatbot_with_Parler_TTS) | This Chatbot app uses Lancedb Hybrid search, FTS & reranker method with Parlers TTS library.|![image](./assets/chatbot_tts.png)|
| [Multi-Modal Search Engine](./applications/multimodal-search/) | Create a Multi-modal search engine app, to search images using both images or text | ![Search](https://github.com/lancedb/vectordb-recipes/assets/15766192/9805fec8-da72-44c0-be12-ddbe1c2d6afc)|
| [Multimodal Myntra Fashion Search Engine](https://github.com/ishandutta0098/lancedb-multimodal-myntra-fashion-search-engine) | This app uses OpenAI's CLIP to make a search engine that can understand and deal with both written words and pictures.|![image](./assets/myntra-search-engine.png)|
| [Multilingual-RAG](https://github.com/lancedb/vectordb-recipes/tree/main/applications/Multilingual_RAG/) | Multilingual RAG with cohere embedding & support 100+ languages|![image](https://github.com/akashAD98/vectordb-recipes/assets/62583018/be65eb39-25c4-4441-98fc-6ded09689819)|
| [ GTE MLX RAG ](https://github.com/lancedb/vectordb-recipes/tree/main/applications/GTE_mlx_RAG) | mlx based RAG model using lancedb api support | ![image](./assets/rag-mlx.png)|
| [ Healthcare Chatbot ](https://github.com/lancedb/vectordb-recipes/tree/main/applications/Healthcare_chatbot/) | Healthcare chatbot using domain specific LLM & Embedding model | ![image](./assets/chatbot_medical.png)|
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| [Multilingual-RAG](./applications/Multilingual_RAG/) | Multilingual RAG with cohere embedding & support 100+ languages|![image](https://github.com/akashAD98/vectordb-recipes/assets/62583018/be65eb39-25c4-4441-98fc-6ded09689819)|
| [Music Recommender](./applications/Music_Recommendation/) | Music Recommendation system using audio feature extraction and vector similarity search. By utilizing **LanceDB**, **PANNs** for audio tagging, and **Librosa** for audio feature extraction, the system finds and recommends tracks with similar audio characteristics based on a query song.|![image](./applications/Music_Recommendation/Music_recommndations_lancedb.png)|



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