Chatting With Your Own Data! Chat, Predict, & Analyze - FlowiseAI Tutorial #6 скачать в хорошем качестве

Chatting With Your Own Data! Chat, Predict, & Analyze - FlowiseAI Tutorial #6

#flowiseai #flowise #openai #langchain We can use Retrieval Chains to create chatbots that are able to answers questions from our own data sources. These can be PDF documents, websites, databases and many more. We will also look at adding a Pinecone Serverless database in order to store our knowledge base in a persisted database. ⭐ Sign up for FlowiseAI Cloud: https://cloud.flowiseai.com/register?... 🙏 Support My Channel: Buy me a coffee ☕ : https://www.buymeacoffee.com/leonvanzyl 📑 Useful Links: Pinecone: https://www.pinecone.io/ 🕒 TIMESTAMPS: 00:00 - Introduction to RAG 00:47 - Retrieval Augmented Retrieval 02:58 - Retrieval Diagram 04:09 - Create Retrieval Chain 05:17 - Adding Buffer Vector Store 06:03 - Add Embeddings 06:28 - Add Document Loaders 07:07 - PDF Document Loader 07:32 - Reason for Chunking 09:03 - Add Text Splitter 10:28 - Upserting Data 11:49 - Cheerio Web Scraper 14:49 - Add Pinecone Serverless 18:03 - Return Source Documents 18:25 - Inject Only Flow 19:06 - Prompting / System Message