LLM Project | End to End LLM Project Using Langchain, OpenAI in Finance Domain
End-to-end LLM project for beginners and intermediate users using langchain. In this LLM project, we will use langchain, openai API, and streamlit to build a news research tool that can be used by equity research analysts to conduct their research. This end-to-end NLP project will give you a good experience in building a real-life industry project that will add a lot of value to your data scientist or NLP engineer project portfolio.
Code: https://github.com/codebasics/langchain/tree/main/2_news_research_tool_project
Langchain playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu0N_0W6giDXzZIcB07Ng_F
Timestamps:
00:00 Introduction
01:20 Problem statement, tech architecture
13:45 Loaders (TextLoader, UnstructuredURLLoader)
21:31 Text Splitters (CharacterTextSplitter, RecursiveCharacterTextSplitter)
33:30 FAISS Index and Vector database
44:52 Retrieval (RetrievalQAWithSourcesChain)
56:49 Streamlit UI and Project Coding
Do you want to learn technology from me? Check https://codebasics.io/?utm_source=description&utm_medium=yt&utm_campaign=description&utm_id=description for my affordable video courses.
Need help building software or data analytics/AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website.
🎥 Codebasics Hindi channel: https://www.youtube.com/channel/UCTmFBhuhMibVoSfYom1uXEg
#️⃣ Social Media #️⃣
🧑🤝🧑 Discord for Community Support: https://discord.gg/r42Kbuk
📸 Codebasics' Instagram: https://www.instagram.com/codebasicshub/
📝 Codebasics' Linkedin : https://www.linkedin.com/company/codebasics/
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📝 Dhaval's Linkedin : https://www.linkedin.com/in/dhavalsays/
📝 Hem's Linkedin: https://www.linkedin.com/in/hemvad/
📽️ Hem's Instagram for daily tips: https://www.instagram.com/hemvadivel/
📸 Dhaval's Personal Instagram: https://www.instagram.com/dhavalsays/
🔗 Patreon: https://www.patreon.com/codebasics?fan_landing=true
End-to-end LLM project for beginners and intermediate users using langchain. In this LLM project, we will use langchain, openai API, and streamlit to build a news research tool that can be used by equity research analysts to conduct their research. This end-to-end NLP project will give you a good experience in building a real-life industry project that will add a lot of value to your data scientist or NLP engineer project portfolio.
Code: https://github.com/codebasics/langchain/tree/main/2_news_research_tool_project
Langchain playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu0N_0W6giDXzZIcB07Ng_F
Timestamps:
00:00 Introduction
01:20 Problem statement, tech architecture
13:45 Loaders (TextLoader, UnstructuredURLLoader)
21:31 Text Splitters (CharacterTextSplitter, RecursiveCharacterTextSplitter)
33:30 FAISS Index and Vector database
44:52 Retrieval (RetrievalQAWithSourcesChain)
56:49 Streamlit UI and Project Coding
Do you want to learn technology from me? Check https://codebasics.io/?utm_source=description&utm_medium=yt&utm_campaign=description&utm_id=description for my affordable video courses.
Need help building software or data analytics/AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website.
🎥 Codebasics Hindi channel: https://www.youtube.com/channel/UCTmFBhuhMibVoSfYom1uXEg
#️⃣ Social Media #️⃣
🧑🤝🧑 Discord for Community Support: https://discord.gg/r42Kbuk
📸 Codebasics’ Instagram: https://www.instagram.com/codebasicshub/
📝 Codebasics’ Linkedin : https://www.linkedin.com/company/codebasics/
——
📝 Dhaval’s Linkedin : https://www.linkedin.com/in/dhavalsays/
📝 Hem’s Linkedin: https://www.linkedin.com/in/hemvad/
📽️ Hem’s Instagram for daily tips: https://www.instagram.com/hemvadivel/
📸 Dhaval’s Personal Instagram: https://www.instagram.com/dhavalsays/
🔗 Patreon: https://www.patreon.com/codebasics?fan_landing=true
