Ollama meets LangChain

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Github:

00:00 Intro
01:02 How to load Ollama model locally?
01:57 Basic Chain
03:10 Rag example

#ollama #langchain
  1. Sam Witteveen
  2. natural language processing
  3. langchain in python
  4. embeddings
  5. langchain demo
  6. langchain tutorial
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Комментарии
Автор

I’d definitely be interested in seeing how to build a full local rag system using ollama

jdallain
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It would be great to have a video on using ollama to build a local RAG system.

tiagodejesus
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I'd really be interested in seeing a JavaScript implementation of using Langchain and Ollama.

jdray
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Great coverage. Thank you for taking the time to review 0llama

bahramboutorabi
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Yes! Awesome! - and I'd love to see a full RAG local setup for scraping as well as local docs vector database. Thanks for sharing!

autonomousreviews
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Yes please make a full local rag, I have so many ideas for this!
🙏

Gee
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yes, the followup idea would be very interesting to see.

wryltxw
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Amazing! Thanks for sharing this. I made and uploaded a video that talks about the problems I experienced in installing Langchain. Mostly they had to do with trying to use python=3.12. 3.10 worked. So now I have a development environment with Langchain and Ollama! That means no OpenAI bills. It must be Christmas.

dr.mikeybee
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Wow, great combo.Maybe I'll use something similar in future to summarize RSS news

luigitech
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thank you. always interesting, always informative, nearly always useful!

sup
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Full local rag would be good. Thanks for the video :)

bleo
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20/10 - awesome video and presentation.

warlordkeys
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Will you be adding any of your newest code to github anytime soon? I see everything looks to be about 4 months old. Your videos are very interesting.

haqthat
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Would love to see a Nextjs app with Chromadb, BGE embeddings and ollama a fully functioning locally installed app that can be accessed through the web

mohammedalhazmi
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Very nice video! I would love to see an implementation of a NextJs app powered by Langchain and most specifically the deployment process for both. I know that nextJs is deployed with Vercel but what about Langchain?

EmaSuriano
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Thanks for introducing me to Ollama! I am running open-source models on LangChain, but having trouble with models calling (or not using) custom tools appropriately. Would you mind making a tutorial for initializing agents without openai models? Perhaps with kwargs. 🙏 All the docs, tutorials, deeplearning courses use openai models.... 😢

Annachrome
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Thank you for this... Can we use ollama model for building open source LLM based langchain agents? I tried to build sql database agent using PaLM2, got to know that agent type can only OpenAI based LLMs... Can you please share your views.

AritraSen
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How did I miss this. Can can wrap an agent with tools around it?

Anorch-oyjk
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How do you pass a URL to the Ollama class if your Ollama instance is running somewhere online?

I imagine there should be a parameter like "host" but I am yet to come across it. Please let me know if such parameter is named differently!

AdemolaBalogun-qv
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Super helpful video, Sam! I need to do RAG processing with confidential PDFs. Is there a way to download the model without using hugging face? The reason is it’s blocked on our corporate VPN.

paullopez_ai