104 lines
2 KiB
Markdown
104 lines
2 KiB
Markdown
# Configuration
|
|
|
|
Configuration is done through the use of environment variables.
|
|
|
|
## File Monitoring
|
|
|
|
Set directories to monitor for automatic indexing:
|
|
|
|
```bash
|
|
# Monitor single directory
|
|
MONITOR_DIRECTORIES="/path/to/documents"
|
|
|
|
# Monitor multiple directories
|
|
MONITOR_DIRECTORIES="/path/to/documents,/another_path/to/documents"
|
|
```
|
|
|
|
## Embedding Providers
|
|
|
|
If you use Ollama, you can use any pulled model that supports embeddings.
|
|
|
|
### Ollama (Default)
|
|
|
|
```bash
|
|
EMBEDDINGS_PROVIDER="ollama"
|
|
EMBEDDINGS_MODEL="mxbai-embed-large"
|
|
EMBEDDINGS_VECTOR_DIM=1024
|
|
```
|
|
|
|
### VoyageAI
|
|
If you want to use VoyageAI embeddings you will need to install `haiku.rag` with the VoyageAI extras,
|
|
|
|
```bash
|
|
uv pip install haiku.rag --extra voyageai
|
|
```
|
|
|
|
```bash
|
|
EMBEDDINGS_PROVIDER="voyageai"
|
|
EMBEDDINGS_MODEL="voyage-3.5"
|
|
EMBEDDINGS_VECTOR_DIM=1024
|
|
VOYAGE_API_KEY="your-api-key"
|
|
```
|
|
|
|
### OpenAI
|
|
If you want to use OpenAI embeddings you will need to install `haiku.rag` with the VoyageAI extras,
|
|
|
|
```bash
|
|
uv pip install haiku.rag --extra openai
|
|
```
|
|
|
|
and set environment variables.
|
|
|
|
```bash
|
|
EMBEDDINGS_PROVIDER="openai"
|
|
EMBEDDINGS_MODEL="text-embedding-3-small" # or text-embedding-3-large
|
|
EMBEDDINGS_VECTOR_DIM=1536
|
|
OPENAI_API_KEY="your-api-key"
|
|
```
|
|
|
|
## Question Answering Providers
|
|
|
|
Configure which LLM provider to use for question answering.
|
|
|
|
### Ollama (Default)
|
|
|
|
```bash
|
|
QA_PROVIDER="ollama"
|
|
QA_MODEL="qwen3"
|
|
OLLAMA_BASE_URL="http://localhost:11434"
|
|
```
|
|
|
|
### OpenAI
|
|
|
|
For OpenAI QA, you need to install haiku.rag with OpenAI extras:
|
|
|
|
```bash
|
|
uv pip install haiku.rag --extra openai
|
|
```
|
|
|
|
Then configure:
|
|
|
|
```bash
|
|
QA_PROVIDER="openai"
|
|
QA_MODEL="gpt-4o-mini" # or gpt-4, gpt-3.5-turbo, etc.
|
|
OPENAI_API_KEY="your-api-key"
|
|
```
|
|
|
|
## Other Settings
|
|
|
|
### Database and Storage
|
|
|
|
```bash
|
|
# Default data directory (where SQLite database is stored)
|
|
DEFAULT_DATA_DIR="/path/to/data"
|
|
```
|
|
|
|
### Document Processing
|
|
|
|
```bash
|
|
# Chunk size for document processing
|
|
CHUNK_SIZE=256
|
|
|
|
# Chunk overlap for better context
|
|
CHUNK_OVERLAP=32
|
|
```
|