github/privateGPT
1
0
Fork 1
mirror of https://github.com/imartinez/privateGPT.git synced 2025-09-09 19:20:48 +00:00
Code Issues Packages Projects Releases Wiki Activity

Make qdrant the default vector db (#1285)

Browse Source 
* Make qdrant the default vector db

---------

Co-authored-by: Pablo Orgaz <pabloogc@gmail.com>
Co-authored-by: lopagela <lpglm@orange.fr>
This commit is contained in:
Iván Martínez
2023-11-20 16:19:22 +01:00
committed by GitHub
parent f1cbff0fb7
commit 510caa576b
9 changed files with 122 additions and 91 deletions
Download Patch File Download Diff File Expand all files Collapse all files

38
fern/docs/pages/manual/vectordb.mdx
View File

@@ -1,15 +1,16 @@
## Vectorstores
PrivateGPT supports [Chroma](https://www.trychroma.com/), [Qdrant](https://qdrant.tech/) as vectorstore providers. Chroma being the default.
PrivateGPT supports [Qdrant](https://qdrant.tech/) and [Chroma](https://www.trychroma.com/) as vectorstore providers. Qdrant being the default.
In order to select one or the other, set the `vectorstore.database` property in the `settings.yaml` file to `qdrant` or `chroma`.
```yaml
vectorstore:
database: qdrant
```
### Qdrant configuration
To enable Qdrant, set the `vectorstore.database` property in the `settings.yaml` file to `qdrant` and install the `qdrant` extra.
```bash
poetry install --extras qdrant
```
By default Qdrant tries to connect to an instance at `http://localhost:3000`.
To enable Qdrant, set the `vectorstore.database` property in the `settings.yaml` file to `qdrant`.
Qdrant settings can be configured by setting values to the `qdrant` property in the `settings.yaml` file.
@@ -27,4 +28,23 @@ The available configuration options are:
| timeout | Timeout for REST and gRPC API requests. Default: 5.0 seconds for REST and unlimited for gRPC |
| host | Host name of Qdrant service. If url and host are not set, defaults to 'localhost'.|
| path | Persistence path for QdrantLocal. Eg. `local_data/private_gpt/qdrant`|
| force_disable_check_same_thread | Force disable check_same_thread for QdrantLocal sqlite connection, defaults to True.|
| force_disable_check_same_thread | Force disable check_same_thread for QdrantLocal sqlite connection, defaults to True.|
By default Qdrant tries to connect to an instance of Qdrant server at `http://localhost:3000`.
To obtain a local setup (disk-based database) without running a Qdrant server, configure the `qdrant.path` value in settings.yaml:
```yaml
qdrant:
path: local_data/private_gpt/qdrant
```
### Chroma configuration
To enable Chroma, set the `vectorstore.database` property in the `settings.yaml` file to `chroma` and install the `chroma` extra.
```bash
poetry install --extras chroma
```
By default `chroma` will use a disk-based database stored in local_data_path / "chroma_db" (being local_data_path defined in settings.yaml)