Course Curriculum
Welcome and Intro
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Learning the Basics of Bubble for LangChain
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after you enroll
LangChain Basics, and Why LangChain is Awesome!
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- Introduction to LangChain
- Flowise Installation and Basics (21:52)
- Flowise Installation Updates (5:21)
- LangFlow Installation and Basics (13:09)
- Prompts - ChatGPT Clone (9:52)
- Prompts - Basic Prompt Template (16:44)
- Prompts - Multi Input Prompts (4:54)
- Prompts - Chat Prompt Template (3:58)
- Prompts - Few Shot Prompt Template (6:15)
- Chains - LLM Chain (2:52)
- Chains - Conversation Chain (5:00)
- Chains - API Chain (11:20)
- Chains - Sequential Chain (8:23)
- Chains - Router Chain (7:08)
- Chains - Retrieval Chain (19:00)
- Memory - Different types of Memory and their usage (13:08)
- Summarization Use Case (12:31)
- Agents - Intro to the world of autonomous workers (2:38)
LangChain - Inner Workings
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days
after you enroll
- Agent Types and Usage in Flowise (15:43)
- Agent Tools and Toolkits in LangFlow (16:07)
- Zapier Tool (9:59)
- Exploring Various Retrieval Nodes in Flowise (17:37)
- Text Files for Retrieval (2:36)
- Web Data, Github Repo Loader, and Qdrant Vector DB (11:39)
- Different Embeddings (3:48)
- Retrieval Nodes in LangFlow (4:56)
Let Build Together! - A complete Chat-with-Docs app
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after you enroll
- App Concept - Wireframe (7:43)
- Building Website Landing Page (10:08)
- Signup Page and Signup Logic (14:59)
- Header and Sidebar (18:56)
- App Pages (16:39)
- Sidebar Edits and App Pages Structure (9:27)
- Create Chatbot Page (21:13)
- Chatbot Page Data Structure (12:58)
- Document Chat Page (6:28)
- Document Chat Repeating Group Tiles (9:03)
- Flowise Upsert API Setup (14:33)
- Flowise Query API Setup (5:41)
- Uploading User Files to Flowise (17:09)
- Chatbot Connecivity (14:32)
- Querying Using API (7:47)
- Quick Chat UI Fixes (10:04)
- Setting Up Memory (14:18)
- Memory API Config (8:36)
- Using Flowise Chat Embed (8:43)
- Additional Document Formats Upsert APIs (23:52)
- Deleting a User Document and Embeddings (30:44)
- User Statistics (8:06)
- User Settings (7:50)
- Bonus Lesson: Building a Knowledge Base (35:45)
- Bonus Community Contributed Lesson: Improving Retrieval Using Metadata
- Bonus Lesson: Adding Info About Documents on the Chat Widget (3:18)
The Gems of LangChain - Autonomous Agent App
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days
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after you enroll
- Autonomous Agent App - SEO Use Case (8:54)
- Building the Agent App Flow in Flowise (11:45)
- Connecting the Autonomous Agent App with Bubble (8:08)
- Submitting Document From Bubble (13:57)
- SEO Agent Chat (10:38)
- Multiple URL Submission and Deletion (10:49)
- Finalizing App and Additional Agent App Ideas (4:34)
Launch It! - Integrate Payments and Deploy
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days
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after you enroll
- Microsoft For Startups (5:14)
- Deploying Flowise to Production (58:09)
- Designing Payments Page for Chat with Docs App (10:29)
- Payment Frequency and Page State (12:57)
- Pricing Plans (8:22)
- Subscription Buttons for Pricing Plans (14:51)
- Stripe: Creating a product (14:28)
- Stripe Plugin for Bubble (15:38)
- Adding User Credits based on Plans (18:48)
- Additional Plan Options (7:25)
- Stripe Customer Portal for Managing Plans (23:37)
- Cancellations and Plan Upgrades (12:27)
- Site-wide User Messages based on Credits Available (11:44)
- Deploy Your Website! (9:09)
- Signup User Credits and Pricing Page Link (13:28)
- A Few More Deployment Tips For Your Website (12:06)
- Integrate LangSmith: Trace, Log, Debug and Test your App