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langchain-ai21==0.1.4
langchain-ai21==0.1.5
langchain-ai21==0.1.6
langchain-ai21==0.1.7
langchain-airbyte==0.1.1
langchain-anthropic==0.1.12
langchain-anthropic==0.1.13
langchain-anthropic==0.1.14rc1
langchain-anthropic==0.1.14rc2
langchain-anthropic==0.1.15
langchain-anthropic==0.1.16
langchain-anthropic==0.1.17
langchain-anthropic==0.1.18
langchain-anthropic==0.1.19
langchain-azure-dynamic-sessions==0.1.0
langchain-azure-dynamic-sessions==0.1.0rc0
langchain-chroma==0.1.1
langchain-chroma==0.1.2
langchain-cli==0.0.22
langchain-cli==0.0.23
langchain-cli==0.0.24
langchain-cli==0.0.25
langchain-community==0.0.35
langchain-community==0.0.36
langchain-community==0.0.37
langchain-community==0.0.38
langchain-community==0.2.0
langchain-community==0.2.0rc1
langchain-community==0.2.1
langchain-community==0.2.2
langchain-community==0.2.3
langchain-community==0.2.4
langchain-community==0.2.5
langchain-community==0.2.6
langchain-core==0.1.47
langchain-core==0.1.48
langchain-core==0.1.50
langchain-core==0.1.51
langchain-core==0.1.52
langchain-core==0.2.0
langchain-core==0.2.0rc1
langchain-core==0.2.1
langchain-core==0.2.10
langchain-core==0.2.11
langchain-core==0.2.2
langchain-core==0.2.2rc1
langchain-core==0.2.3
langchain-core==0.2.4
langchain-core==0.2.5
langchain-core==0.2.6
langchain-core==0.2.7
langchain-core==0.2.8
langchain-core==0.2.9
langchain-couchbase==0.0.1
langchain-exa==0.1.0
langchain-experimental==0.0.58
langchain-experimental==0.0.59
langchain-experimental==0.0.60
langchain-experimental==0.0.61
langchain-experimental==0.0.62
langchain-fireworks==0.1.3
langchain-fireworks==0.1.4
langchain-groq==0.1.4
langchain-groq==0.1.5
langchain-groq==0.1.6
langchain-huggingface==0.0.1
langchain-huggingface==0.0.2
langchain-huggingface==0.0.3
langchain-ibm==0.1.5
langchain-ibm==0.1.6
langchain-ibm==0.1.7
langchain-ibm==0.1.8
langchain-ibm==0.1.9
langchain-milvus==0.1.0
langchain-milvus==0.1.1
langchain-mistralai==0.1.6
langchain-mistralai==0.1.7
langchain-mistralai==0.1.8
langchain-mistralai==0.1.9
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langchain-mongodb==0.1.5
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langchain-nomic==0.1.2
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langchain-openai==0.1.8
langchain-openai==0.1.8rc1
langchain-openai==0.1.9
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langchain-prompty==0.0.2
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langchain-qdrant==0.1.1
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langchain-robocorp==0.0.8
langchain-robocorp==0.0.9
langchain-robocorp==0.0.9.post1
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langchain-text-splitters==0.2.0
langchain-text-splitters==0.2.1
langchain-text-splitters==0.2.2
langchain-together==0.1.1
langchain-together==0.1.2
langchain-together==0.1.3
langchain-upstage==0.1.4
langchain-upstage==0.1.5
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langchain==0.1.20
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langchain==0.2.0rc1
langchain==0.2.0rc2
langchain==0.2.1
langchain==0.2.2
langchain==0.2.3
langchain==0.2.4
langchain==0.2.5
langchain==0.2.6
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Branches Tags
${ item.name }
Create tag ${ searchTerm }
Create branch ${ searchTerm }
from 'e914283cf9'
${ noResults }
langchain/templates/rag-mongo
History
Lance Martin 26f0ca222d
RAG template for MongoDB Atlas Vector Search (#12526) 		8 months ago
..
rag_mongo RAG template for MongoDB Atlas Vector Search (#12526) 8 months ago
tests RAG template for MongoDB Atlas Vector Search (#12526) 8 months ago
LICENSE RAG template for MongoDB Atlas Vector Search (#12526) 8 months ago
README.md RAG template for MongoDB Atlas Vector Search (#12526) 8 months ago
poetry.lock RAG template for MongoDB Atlas Vector Search (#12526) 8 months ago
pyproject.toml RAG template for MongoDB Atlas Vector Search (#12526) 8 months ago
rag_mongo.ipynb RAG template for MongoDB Atlas Vector Search (#12526) 8 months ago

README.md

RAG Mongoß

This template performs RAG using MongoDB and OpenAI.

See this notebook for additional context.

Mongo

This template connects to MongoDB Atlas Vector Search.

Be sure that you have set a few env variables in chain.py:

  • MONGO_URI

LLM

Be sure that OPENAI_API_KEY is set in order to the OpenAI models.