changed the embedding model for better balance and lightweight (#22)

pavanjava · web-flow · commit 292f600e228f · 2025-12-27T13:59:52.000+05:30
diff --git a/devops_agent/core/master_agent.py b/devops_agent/core/master_agent.py
@@ -52,7 +52,7 @@
         contents_db=contents_db,
         vector_db=ChromaDb(
             collection="vectors", path="tmp/chromadb", persistent_client=True,
-            embedder=FastEmbedEmbedder(id="snowflake/snowflake-arctic-embed-m")
+            embedder=FastEmbedEmbedder(id="sentence-transformers/all-MiniLM-L6-v2")  # Lightweight, change model accordingly.
         ),
     )
 

Original file line number	Diff line number	Diff line change
`@@ -52,7 +52,7 @@`
`52`	`52`	`contents_db=contents_db,`
`53`	`53`	`vector_db=ChromaDb(`
`54`	`54`	`collection="vectors", path="tmp/chromadb", persistent_client=True,`
`55`		`- embedder=FastEmbedEmbedder(id="snowflake/snowflake-arctic-embed-m")`
	`55`	`+ embedder=FastEmbedEmbedder(id="sentence-transformers/all-MiniLM-L6-v2") # Lightweight, change model accordingly.`
`56`	`56`	`),`
`57`	`57`	`)`
`58`	`58`