Commit Graph

6 Commits (main)

Author SHA1 Message Date
Harrison Chase 0c84ce1082
Harrison/add documents (#1197)
Co-authored-by: OmriNach <32659330+OmriNach@users.noreply.github.com>
1 year ago
Anton Troynikov d2ef5d6167
Default Chroma collection name (#1198)
For persistence, it's convenient to have a default collection name which
gets used everywhere.
1 year ago
Jeff Huber 34cba2da32
Fix typo in integration with Chroma (#1070)
We introduced a breaking change but missed this call. This PR fixes
`langchain` to work with upstream `chroma`.
1 year ago
Anton Troynikov d43d430d86
Chroma persistence (#1028)
This PR adds persistence to the Chroma vector store.

Users can supply a `persist_directory` with any of the `Chroma` creation
methods. If supplied, the store will be automatically persisted at that
directory.

If a user creates a new `Chroma` instance with the same persistence
directory, it will get loaded up automatically. If they use `from_texts`
or `from_documents` in this way, the documents will be loaded into the
existing store.

There is the chance of some funky behavior if the user passes a
different embedding function from the one used to create the collection
- we will make this easier in future updates. For now, we log a warning.
1 year ago
Harrison Chase 7fb33fca47
chroma docs (#1012) 1 year ago
Anton Troynikov 78abd277ff
Chroma in LangChain (#1010)
Chroma is a simple to use, open-source, zero-config, zero setup
vectorstore.

Simply `pip install chromadb`, and you're good to go. 

Out-of-the-box Chroma is suitable for most LangChain workloads, but is
highly flexible. I tested to 1M embs on my M1 mac, with out issues and
reasonably fast query times.

Look out for future releases as we integrate more Chroma features with
LangChain!
1 year ago