| layout | title | parent | nav_order | description | permalink |
|---|---|---|---|---|---|
default |
Data Stores |
Components |
9 |
overview of the major modules and classes of LLMWare |
/components/data_stores |
Simple-to-Scale Database Options - integrated data stores from laptop to parallelized cluster.
from llmware.configs import LLMWareConfig
# to set the collection database - mongo, sqlite, postgres
LLMWareConfig().set_active_db("mongo")
# to set the vector database (or declare when installing)
# --options: milvus, pg_vector (postgres), redis, qdrant, faiss, pinecone, mongo atlas
LLMWareConfig().set_vector_db("milvus")
# for fast start - no installations required
LLMWareConfig().set_active_db("sqlite")
LLMWareConfig().set_vector_db("chromadb") # try also faiss and lancedb
# for single postgres deployment
LLMWareConfig().set_active_db("postgres")
LLMWareConfig().set_vector_db("postgres")
# to install mongo, milvus, postgres - see the docker-compose scripts as well as examplesCheck out the llmware videos and GitHub repository.
Reach out to us on GitHub Discussions.
llmware is © 2023-{{ "now" | date: "%Y" }} by AI Bloks.
Please first discuss any change you want to make publicly, for example on GitHub via raising an issue or starting a new discussion. You can also write an email or start a discussion on our Discord channel. Read more about becoming a contributor in the GitHub repo.
We welcome everyone into the llmware community.
View our Code of Conduct in our GitHub repository.
llmware and AI Bloks
llmware is an open source project from AI Bloks - the company behind llmware.
The company offers a Software as a Service (SaaS) Retrieval Augmented Generation (RAG) service.
AI Bloks was founded by Namee Oberst and Darren Oberst in October 2022.
llmware is distributed by an Apache-2.0 license.
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