Python AI Agent Tutorial - Build a Coding Assistant w/ RAG & LangChain
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Published 2024-05-29
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🎞 Video Resources 🎞
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OpenAI API Key: platform.openai.com/api-keys
Finished Code: github.com/techwithtim/GitHub-AI-Assitant-Agent
GitHub URL: github.com/techwithtim/Flask-Web-App-Tutorial/issu…
⏳ Timestamps ⏳
00:00 | Overview
00:32 | Demo
03:04 | Installation/Setup
06:13 | API Keys/Tokens
08:37 | Astra DB Database Setup
11:50 | OpenAI API Key
12:52 | Fetching GitHub Issues
22:43 | Connecting to a Vector Store Database (RAG)
29:15 | Adding Documents to The Vector Store
36:25 | Writing the Agent
43:06 | Creating a Note Tool
45:41 | Running The Agent
Hashtags
#techwithtim #pythonai #langchain #github #codingtutorial
All Comments (21)
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Yes!!! You listened to your audience request for this use case. Keep doing this with own private data with structured and unstructured data. Like I’m wondering if I can write summary totals in the agent on the transactions for the day type of thing or look for a specific value on a given date in my chat agent.
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Thanks tim ❤🎉
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Hey tim, i really liked your series about rust, could you continue the series doing some rest API tutorial?
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Another great video tutorial. I think we can improve the tutorials my adding streamlit integration so that the tutorials end up creating a web app
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Just finished your tutorial from April 28 on building a local ai agent and it was great! The one thing I was looking for in it, and was hoping might be in this one, is using a local vector store database and not having to use a cloud solution. In the previous tutorial you had to parse and vectorize the file every time, which is not efficient. Would love to see a local solution from you. Thank you for posting these.
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Hi Tim, thanks for another great video. I have a question: what will be the benefit of coding with LangChain over no-code tools like Langflow?
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Thanks Tim.
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Superb content as always. Do you believe Yim theta AI future is associated with AI Agents?
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Thank you
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Nice background change Tim
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Thanks Tim. Sorry if I sound pedantic. agent object already tools. agent is passed to AgentExecutor alongside tools as second kwarg which the agent already contains. Is this how the AgentExecutor API is designed? :)
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Are we able to use any public GitHub repo for issues? Or does I need to be our own?
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What is the python version should I use, since I'm trying to run this it on python 3.11.1 , getting langchain_astradb, and create_tool_calling_agent not able to find those 2 modules spent couple of hours trying to resolve but no luck so far, and appreciate your response
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Hello , I have little knowledge about API's , and Im an intermediate python programmer. No idea about langchain, databases etc. Can i follow along with the video.
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Small question, I don’t have any previous experience with langchain but I think I am an intermediate python programmer like you said in the video will that be enough for following along with the video
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Can you do more django web development with python?
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Does anyone get this error: raise APIRequestError(raw_response, payload=json_data) astrapy.core.api.APIRequestError: {"errors":[{"message":"No \"createCollection\" command found as \"GeneralCommand\"","errorCode":"NO_COMMAND_MATCHED"}]}
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Thanks for this wonderful video Tim. I am a Data Scientist working from India with 12+ years of exp. and would like to shift to Dubai. Is it ok to get a job search visa and then search jobs from there. Please share ur thoughts and experience
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Not sure, getting this error not able to resolve , module not found error for langchain_astradb, though I have installed that package
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hey tim how are you today? please help me I'm trying to run telegram bot and a apschedluer script, does anyone knows how to run both of them in one script
