azure embedding model not used

Author: Veikkosuhonen

.env.template

@@ -5,9 +5,6 @@ API_TOKEN=
 AZURE_API_KEY=
 AZURE_RESOURCE=
 
-AZURE_OPENAI_EMBEDDER_MODEL=
-AZURE_OPENAI_EMBEDDER_DEPLOYMENT=
-
 # Encryption
 ENCRYPTION_KEY=
 ENCRYPTION_IV=

src/server/services/rag/embedder.ts

@@ -1,24 +1,11 @@
-import { AzureOpenAIEmbeddings } from '@langchain/openai'
 import { OllamaEmbeddings } from '@langchain/ollama'
 import {
-  AZURE_API_KEY,
-  AZURE_OPENAI_EMBEDDER_DEPLOYMENT,
-  AZURE_OPENAI_EMBEDDER_MODEL,
-  AZURE_RESOURCE,
   LAAMA_API_TOKEN,
   LAAMA_API_URL,
   OLLAMA_EMBEDDER_MODEL,
   // OLLAMA_URL,
 } from '../../util/config'
 
-const _azureOpenAIEmbedder = new AzureOpenAIEmbeddings({
-  model: AZURE_OPENAI_EMBEDDER_MODEL,
-  azureOpenAIApiKey: AZURE_API_KEY,
-  azureOpenAIApiVersion: '2023-05-15',
-  azureOpenAIApiDeploymentName: AZURE_OPENAI_EMBEDDER_DEPLOYMENT,
-  azureOpenAIApiInstanceName: AZURE_RESOURCE,
-})
-
 const _ollamaEmbedder = new OllamaEmbeddings({
   model: OLLAMA_EMBEDDER_MODEL,
   baseUrl: LAAMA_API_URL,
@@ -33,9 +20,4 @@ const _ollamaEmbedder = new OllamaEmbeddings({
   },
 })
 
-export const getEmbedder = (embedderType = 'ollama') => {
-  if (embedderType === 'azure') {
-    return _azureOpenAIEmbedder
-  }
-  return _ollamaEmbedder
-}
+export const getEmbedder = () => _ollamaEmbedder

src/server/util/config.ts

@@ -9,9 +9,6 @@ export const AZURE_API_KEY = getEnv('AZURE_API_KEY', 'placeholder')
 
 export const AZURE_RESOURCE = getEnv('AZURE_RESOURCE', 'placeholder')
 
-export const AZURE_OPENAI_EMBEDDER_MODEL = getEnv('AZURE_OPENAI_EMBEDDER_MODEL', 'placeholder')
-export const AZURE_OPENAI_EMBEDDER_DEPLOYMENT = getEnv('AZURE_OPENAI_EMBEDDER_DEPLOYMENT', 'placeholder')
-
 export const DATABASE_URL = getEnv('DATABASE_URL', 'placeholder-this-needs-to-be-set')
 
 export const CHROMADB_URL = getEnv('CHROMADB_URL', 'http://chromadb:8001')