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Building an AI RAG project

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Manage episode 380850993 series 3511933
Content provided by Kristian Freeman. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Kristian Freeman or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

#7: In this episode, Kristian explores the new Hello World for AI projects: Retrieval-Augmented Generation. You'll learn how it works, why you should build one if you're interested in AI projects, and how to build it with Langchain.

Links mentioned in this episode:
-ChatGPT: https://chat.openai.com/
-LangChain: https://www.langchain.com/

-JavaScript: http://www.ecmascript.org/
-Python: https://www.python.org/
-Llama: https://ai.meta.com/llama/
-Llama Chat: https://llamachat.app/
-Github: https://github.com/
-Notion: https://www.notion.so/
-JSON: https://www.json.org/
-Pinecone: https://www.pinecone.io/
-Cloudflare: https://www.cloudflare.com/
-OpenAI: https://openai.com/

-RAG Cookbook: https://js.langchain.com/docs/expression_language/cookbook/retrieval

-RAG Project on Github: https://github.com/kristianfreeman/cloudflare-retrieval-augmented-generation-example

-LangChain JS : https://js.langchain.com/docs/get_started/introduction

Connect with 7.dev:

7.dev: Instagram | YouTube | TikTok | Twitter | Threads
Kristian Freeman: Twitter

  continue reading

10 episodes

Artwork
iconShare
 
Manage episode 380850993 series 3511933
Content provided by Kristian Freeman. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Kristian Freeman or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

#7: In this episode, Kristian explores the new Hello World for AI projects: Retrieval-Augmented Generation. You'll learn how it works, why you should build one if you're interested in AI projects, and how to build it with Langchain.

Links mentioned in this episode:
-ChatGPT: https://chat.openai.com/
-LangChain: https://www.langchain.com/

-JavaScript: http://www.ecmascript.org/
-Python: https://www.python.org/
-Llama: https://ai.meta.com/llama/
-Llama Chat: https://llamachat.app/
-Github: https://github.com/
-Notion: https://www.notion.so/
-JSON: https://www.json.org/
-Pinecone: https://www.pinecone.io/
-Cloudflare: https://www.cloudflare.com/
-OpenAI: https://openai.com/

-RAG Cookbook: https://js.langchain.com/docs/expression_language/cookbook/retrieval

-RAG Project on Github: https://github.com/kristianfreeman/cloudflare-retrieval-augmented-generation-example

-LangChain JS : https://js.langchain.com/docs/get_started/introduction

Connect with 7.dev:

7.dev: Instagram | YouTube | TikTok | Twitter | Threads
Kristian Freeman: Twitter

  continue reading

10 episodes

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