AutoLLM & FastAPI Tutorial: Query 100+ Language Models! 😱

🔥Welcome to the ultimate guide on creating a revolutionary API using AutoLLM and FastAPI!🔥

🌟What You'll Learn:🌟

Build a robust API capable of interacting with 100+ large language models.
Master FastAPI integrations.
Seamless testing with Postman.
📌Timestamps

0:00 Introduction
0:25 Importing Dependencies
0:55 Building Query Engine
1:25 FastAPI Integration
2:10 Running the App
2:42 Testing with Postman

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#AutoLLM, #FastAPI, #API, #LanguageModels, #MachineLearning, #AI, #QueryEngine, #Postman, #Integration, #Tutorial, #Guide, #Howto, #Python, #Code, #Localhost, #Port, #Testing, #Response, #URL, #DataFolder, #SimpleDirectoryReader, #Uvicorn, #App, #Host, #Endpoint, #Documents, #Edgings, #Params, #Key, #Value, #TextFile, #NLP, #QueryFunction, #Terminal, #MainFunction, #GET, #Application, #WebDevelopment, #OpenSource, #Scalability, #APITesting, #HTTP, #Port8000, #Asynchronous, #PythonLibrary, #Back-end

[NetZeroEarth]

thank you! can you show us how to now turn this into a flask app where user can input query and autollm returns answer please

[basoele]

🎯 Key Takeaways for quick navigation:

00:00 🤖 The video is about building an application that can interface with over 100 large language models.
00:13 🚀 The tutorial will demonstrate creating an API with AutoLLM and FastAPI, building on a previous video.
00:25 📂 Introduces importing Auto query engine from AutoLLM and Simple Directory Reader for reading files in a data folder.
00:40 📚 Details on using a Simple Directory Reader to read text files in the data folder to feed into the query engine.
00:55 🔍 Explains how to define a query engine and input documents for automatic embeddings creation and querying.
01:08 💡 Shows the process of converting the query response into a FastAPI application using Uvicorn and AutoFastAPI imports.
01:20 🛠️ Describes creating a FastAPI app by passing the query engine to AutoFastAPI and setting up a root route.
01:47 🌐 Outlines the simple server setup using Uvicorn to host the FastAPI app on a local server.
02:26 🖥️ Demonstrates running the application locally and testing the API on port 8000 using Postman.
03:07 📡 Details testing the API with a query and receiving a structured response from the AutoLLM package.

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[oxytic]

Thank you for your great tutorial. Can make frontend developer for this app . That will be complications of full tutorial