Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

feat: Add Mistral embedding #98

Open
wants to merge 3 commits into
base: main
Choose a base branch
from
Open

feat: Add Mistral embedding #98

Changes from 1 commit
Commits
Show all changes
3 commits
Select commit Hold shift + click to select a range
5ca0012
Add mistralai embedding
menardorama Nov 12, 2024
95fcb65
add doc
menardorama Nov 12, 2024
5e44d1b
update langchain_core
menardorama Nov 12, 2024
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
Prev Previous commit
Next Next commit
add doc
  • Loading branch information
@menardorama
menardorama committed Nov 12, 2024
commit 95fcb65bbaa545a2c3fc8137ab29812ab448358c
4 changes: 3 additions & 1 deletion README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -61,7 +61,7 @@ The following environment variables are required to run the application:
- `PDF_EXTRACT_IMAGES`: (Optional) A boolean value indicating whether to extract images from PDF files. Default value is "False".
- `DEBUG_RAG_API`: (Optional) Set to "True" to show more verbose logging output in the server console, and to enable postgresql database routes
- `CONSOLE_JSON`: (Optional) Set to "True" to log as json for Cloud Logging aggregations
- `EMBEDDINGS_PROVIDER`: (Optional) either "openai", "bedrock", "azure", "huggingface", "huggingfacetei" or "ollama", where "huggingface" uses sentence_transformers; defaults to "openai"
- `EMBEDDINGS_PROVIDER`: (Optional) either "openai", "bedrock", "azure", "huggingface", "huggingfacetei", "ollama" or "mistral", where "huggingface" uses sentence_transformers; defaults to "openai"
- `EMBEDDINGS_MODEL`: (Optional) Set a valid embeddings model to use from the configured provider.
- **Defaults**
- openai: "text-embedding-3-small"
Expand All @@ -70,6 +70,7 @@ The following environment variables are required to run the application:
- huggingfacetei: "http://huggingfacetei:3000". Hugging Face TEI uses model defined on TEI service launch.
- ollama: "nomic-embed-text"
- bedrock: "amazon.titan-embed-text-v1"
- mistral: "mistral-embed"
- `RAG_AZURE_OPENAI_API_VERSION`: (Optional) Default is `2023-05-15`. The version of the Azure OpenAI API.
- `RAG_AZURE_OPENAI_API_KEY`: (Optional) The API key for Azure OpenAI service.
- Note: `AZURE_OPENAI_API_KEY` will work but `RAG_AZURE_OPENAI_API_KEY` will override it in order to not conflict with LibreChat setting.
Expand All @@ -83,6 +84,7 @@ The following environment variables are required to run the application:
- `AWS_DEFAULT_REGION`: (Optional) defaults to `us-east-1`
- `AWS_ACCESS_KEY_ID`: (Optional) needed for bedrock embeddings
- `AWS_SECRET_ACCESS_KEY`: (Optional) needed for bedrock embeddings
- `MISTRAL_API_KEY`: (Optional) needed for mistral embeddings

Make sure to set these environment variables before running the application. You can set them in a `.env` file or as system environment variables.

Expand Down