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feat(vectordb): Milvus vector db Integration (#1996)

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* integrate Milvus into Private GPT

* adjust milvus settings

* update doc info and reformat

* adjust milvus initialization

* adjust import error

* mionr update

* adjust format

* adjust the db storing path

* update doc
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Jackson 2024-07-18 16:55:45 +08:00 • committed by GitHub
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3
fern/docs/pages/installation/concepts.mdx
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@ -44,6 +44,7 @@ will load the configuration from `settings.yaml` and `settings-ollama.yaml`.
## About Fully Local Setups
In order to run PrivateGPT in a fully local setup, you will need to run the LLM, Embeddings and Vector Store locally.
### LLM
For local LLM there are two options:
* (Recommended) You can use the 'ollama' option in PrivateGPT, which will connect to your local Ollama instance. Ollama simplifies a lot the installation of local LLMs.
@ -63,4 +64,4 @@ In order for HuggingFace LLM to work (the second option), you need to download t
poetry run python scripts/setup
```
### Vector stores
The vector stores supported (Qdrant, ChromaDB and Postgres) run locally by default.
The vector stores supported (Qdrant, Milvus, ChromaDB and Postgres) run locally by default.

1
fern/docs/pages/installation/installation.mdx
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@ -82,6 +82,7 @@ You need to choose one option per category (LLM, Embeddings, Vector Stores, UI).
| **Option** | **Description** | **Extra** |
|------------------|-----------------------------------------|-------------------------|
| **qdrant** | Adds support for Qdrant vector store | vector-stores-qdrant |
| milvus | Adds support for Milvus vector store | vector-stores-milvus |
| chroma | Adds support for Chroma DB vector store | vector-stores-chroma |
| postgres | Adds support for Postgres vector store | vector-stores-postgres |
| clickhouse | Adds support for Clickhouse vector store| vector-stores-clickhouse|