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notebooks refactoring
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PrashantDixit0 authored Dec 5, 2024
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5 changes: 2 additions & 3 deletions README.md
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Expand Up @@ -121,7 +121,7 @@ Create a chatbot application using LanceDB for efficient vector-based response g
| [CLI-based SDK Manual Chatbot with Phidata](/examples/CLI-SDK-Manual-Chatbot-Locally/) | [![Python](https://img.shields.io/badge/python-3670A0?style=for-the-badge&logo=python&logoColor=ffdd54)](./examples/CLI-SDK-Manual-Chatbot-Locally/assistant.py) [![local LLM](https://img.shields.io/badge/local-llm-green)](#) [![beginner](https://img.shields.io/badge/beginner-B5FF33)](#)|
| [Youtube transcript search bot](/examples/Youtube-Search-QA-Bot/) | <a href="https://colab.research.google.com/github/lancedb/vectordb-recipes/blob/main/examples/Youtube-Search-QA-Bot/main.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> [![Python](https://img.shields.io/badge/python-3670A0?style=for-the-badge&logo=python&logoColor=ffdd54)](./examples/Youtube-Search-QA-Bot/main.py) [![JS](https://img.shields.io/badge/javascript-%23323330.svg?style=for-the-badge&logo=javascript&logoColor=%23F7DF1E)](./examples/Youtube-Search-QA-Bot/index.js) [![LLM](https://img.shields.io/badge/openai-api-white)](#) [![intermediate](https://img.shields.io/badge/intermediate-FFDA33)](#)||
| [Langchain: Code Docs QA bot](/examples/Code-Documentation-QA-Bot/) | <a href="https://colab.research.google.com/github/lancedb/vectordb-recipes/blob/main/examples/Code-Documentation-QA-Bot/main.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> [![Python](https://img.shields.io/badge/python-3670A0?style=for-the-badge&logo=python&logoColor=ffdd54)](./examples/Code-Documentation-QA-Bot/main.py) [![JS](https://img.shields.io/badge/javascript-%23323330.svg?style=for-the-badge&logo=javascript&logoColor=%23F7DF1E)](./examples/Code-Documentation-QA-Bot/index.js) [![LLM](https://img.shields.io/badge/openai-api-white)](#) [![intermediate](https://img.shields.io/badge/intermediate-FFDA33)](#)||
| [Chatbot with any website using Crawl4AI ](/examples/CrawlerQ&A_website/) | <a href="https://colab.research.google.com/github/lancedb/vectordb-recipes/blob/main/examples/examples/CrawlerQ&A_website/main.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> [![Python](https://img.shields.io/badge/python-3670A0?style=for-the-badge&logo=python&logoColor=ffdd54)](./examples/Code-Documentation-QA-Bot/main.py) [![LLM](https://img.shields.io/badge/openai-api-white)](#) [![beginner](https://img.shields.io/badge/beginner-B5FF33)](#)|
| [Chatbot with any website using Crawl4AI ](/examples/CrawlerQ&A_website/) | <a href="https://colab.research.google.com/github/lancedb/vectordb-recipes/blob/main/examples/CrawlerQ&A_website/main.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> [![Python](https://img.shields.io/badge/python-3670A0?style=for-the-badge&logo=python&logoColor=ffdd54)](./examples/Code-Documentation-QA-Bot/main.py) [![LLM](https://img.shields.io/badge/openai-api-white)](#) [![beginner](https://img.shields.io/badge/beginner-B5FF33)](#)|
| [Context-Aware Chatbot using Llama 2 & LanceDB](./tutorials/chatbot_using_Llama2_&_lanceDB) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/lancedb/vectordb-recipes/blob/main/tutorials/chatbot_using_Llama2_&_lanceDB/main.ipynb) [![local LLM](https://img.shields.io/badge/local-llm-green)](#) [![advanced](https://img.shields.io/badge/advanced-FF3333)](#)| [![Ghost](https://img.shields.io/badge/ghost-000?style=for-the-badge&logo=ghost&logoColor=%23F7DF1E)](https://blog.lancedb.com/context-aware-chatbot-using-llama-2-lancedb-as-vector-database-4d771d95c755) |
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Expand All @@ -133,7 +133,6 @@ Develop an evaluation application. Input reference and candidate texts to measur
| Evaluation &nbsp; &nbsp;| Interactive Notebook & Scripts &nbsp; | Blog |
| --------- | -------------------------- | ----------- |
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| [Evaluating Prompts with Prompttools](/examples/prompttools-eval-prompts/) | <a href="https://colab.research.google.com/github/lancedb/vectordb-recipes/blob/main/examples/prompttools-eval-prompts/main.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> [![LLM](https://img.shields.io/badge/openai-api-white)](#) [![local LLM](https://img.shields.io/badge/local-llm-green)](#) [![advanced](https://img.shields.io/badge/advanced-FF3333)](#)| |
| [Evaluating RAG with RAGAs](./examples/Evaluating_RAG_with_RAGAs/) | <a href="https://colab.research.google.com/github/lancedb/vectordb-recipes/blob/main/examples/Evaluating_RAG_with_RAGAs/Evaluating_RAG_with_RAGAs.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> [![LLM](https://img.shields.io/badge/openai-api-white)](#) [![intermediate](https://img.shields.io/badge/intermediate-FFDA33)](#)| |
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Expand Down Expand Up @@ -189,7 +188,7 @@ 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) |
| [Sentance 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. | ![Sentance auto complete](https://github.com/lancedb/assets/blob/main/recipes/sentance_Auto_complete.gif) |
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| Project Name | Description | Screenshot |
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765 changes: 465 additions & 300 deletions examples/AI-Trends-with-CrewAI/CrewAI_AI_Trends.ipynb
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