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@ -20,7 +20,7 @@ If you have questions, join our <a href="https://discord.gg/NQPKmU5CCg">Discord
## 📦 Installation ## 📦 Installation
You can install Cognee using either **pip** or **poetry**. You can install Cognee using either **pip** or **poetry**.
Support for various databases and vector stores is available through extras. Support for various databases and vector stores is available through extras.
### With pip ### With pip
@ -29,73 +29,49 @@ Support for various databases and vector stores is available through extras.
pip install cognee pip install cognee
``` ```
### With pip with PostgreSQL support
```bash
pip install 'cognee[postgres]'
```
### With pip with Weaviate support
```bash
pip install 'cognee[weaviate]'
```
### With pip with Qdrant support
```bash
pip install 'cognee[qdrant]'
```
### With pip with Neo4j support
```bash
pip install 'cognee[neo4j]'
```
### With pip with Milvus support
```bash
pip install 'cognee[milvus]'
```
### With poetry ### With poetry
```bash ```bash
poetry add cognee poetry add cognee
``` ```
### With poetry with PostgreSQL support ### With pip with specific database support
To install Cognee with support for specific databases use the appropriate command below. Replace \<database> with the name of the database you need.
```bash ```bash
poetry add cognee -E postgres pip install 'cognee[<database>]'
``` ```
### With poetry with Weaviate support Replace \<database> with any of the following databases:
- postgres
- weaviate
- qdrant
- neo4j
- milvus
For example with postgres and neo4j support:
```bash ```bash
poetry add cognee -E weaviate pip install 'cognee[postgres, neo4j]'
``` ```
### With poetry with Qdrant support ### With poetry with specific database support
To install Cognee with support for specific databases use the appropriate command below. Replace \<database> with the name of the database you need.
```bash ```bash
poetry add cognee -E qdrant poetry add cognee -E <database>
``` ```
Replace \<database> with any of the following databases:
- postgres
- weaviate
- qdrant
- neo4j
- milvus
### With poetry with Neo4j support For example with postgres and neo4j support:
```bash ```bash
poetry add cognee -E neo4j poetry add cognee -E postgres -E neo4j
``` ```
### With poetry with Milvus support
```bash
poetry add cognee -E milvus
```
## 💻 Basic Usage ## 💻 Basic Usage
### Setup ### Setup