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What is llmware built with?

llmware is a Python repo built with Streamlit. It stores its data in Postgres and MongoDB, uses AI through einops, datasets, torch, transformers, tokenizers, and 1 more, deploys with boto3, and uses chromadb, pgvector, psycopg, psycopg-binary, pymongo, and 2 more. It has 71,264 written lines, with 18 test files.

Read on November 8, 2026, at commit 33b611a. Read it as markdown

Backend

Data 8

AI 5

Services 2

Support

The base 1

Deploy 1

Other 6

  • NumPy2 files
  • colorama3 files
  • requests3 files
  • soundfile1 file
  • soxr1 file
  • yfinance1 file

Other repos with a similar stack

Ordered by how much of its stack they share with llmware, then by stars.

Frequently asked questions

What language is llmware written in?
llmware is written in Python, with 71,264 written lines.
What framework does llmware use?
llmware is built with Streamlit.
What database does llmware use?
llmware stores its data in Postgres and MongoDB.

The proof: llmware/embeddings.py, line 2046

Does llmware use AI?
Yes. llmware uses AI through einops, datasets, torch, transformers, tokenizers, and OpenAI.
What services does llmware use?
llmware uses chromadb, pgvector, psycopg, psycopg-binary, pymongo, pymilvus, and Hugging Face.
Does llmware have tests?
Yes. llmware has 18 test files.
Which repos have a stack like llmware's?
The ones that share most of its stack:run-llama/llama_indexopen-webui/open-webuidatawhalechina/hello-agents

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