Build AI Pipelines with Python and LLMs
Welcome
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Demo
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Tool Overview
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Project Setup
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OpenAI LLM with LangChain
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Prompt Templates with LangChain
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Why we use Vector Embeddings
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Using the Upstash Vector Database
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Store Large Text Documents with Langchain and Upstash Vector Store
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Langchain Chatbot with our Vector Store
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Minimal Rest API Web App with FastAPI
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LangChain on FastAPI with LangServe
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Calling our Rest API-based LangChain
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Remote Runnable with LangServe
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Using Redis For Rate Limiting
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Rate Limit Middleware
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API Key Based Rate Limiting
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Thank you
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