Harrison/atlas db (#1315)

Co-authored-by: Brandon Duderstadt <brandonduderstadt@gmail.com>
This commit is contained in:
Harrison Chase
2023-02-26 22:11:38 -08:00
committed by GitHub
parent 3989c793fd
commit aaad6cc954
7 changed files with 777 additions and 24 deletions

25
docs/ecosystem/atlas.md Normal file
View File

@@ -0,0 +1,25 @@
# AtlasDB
This page covers how to Nomic's Atlas ecosystem within LangChain.
It is broken into two parts: installation and setup, and then references to specific Atlas wrappers.
## Installation and Setup
- Install the Python package with `pip install nomic`
- Nomic is also included in langchains poetry extras `poetry install -E all`
-
## Wrappers
### VectorStore
There exists a wrapper around the Atlas neural database, allowing you to use it as a vectorstore.
This vectorstore also gives you full access to the underlying AtlasProject object, which will allow you to use the full range of Atlas map interactions, such as bulk tagging and automatic topic modeling.
Please see [the Nomic docs](https://docs.nomic.ai/atlas_api.html) for more detailed information.
To import this vectorstore:
```python
from langchain.vectorstores import AtlasDB
```
For a more detailed walkthrough of the Chroma wrapper, see [this notebook](../modules/indexes/examples/vectorstores.ipynb)