config: update all references to qwen3:0.6b + qwen3-embedding:0.6b

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

.env.graphiti

@@ -6,9 +6,8 @@ NEO4J_PASSWORD=neo4j
 # LLM via Ollama (OpenAI-compatible)
 OPENAI_API_KEY=ollama
 OPENAI_BASE_URL=http://localhost:11434/v1
-MODEL_NAME=qwen2.5:7b
+MODEL_NAME=qwen3:0.6b
 
 # Embeddings via Ollama
-# nomic-embed-text dim=768, mxbai-embed-large dim=1024
-EMBEDDING_MODEL=nomic-embed-text
-EMBEDDING_DIM=768
+EMBEDDING_MODEL=qwen3-embedding:0.6b
+EMBEDDING_DIM=1024

README.org

@@ -20,8 +20,8 @@ Both run fully local via Ollama. No cloud, no API keys.
 Install Ollama and pull the required models:
 
 #+begin_src sh
-ollama pull qwen2.5:7b
-ollama pull nomic-embed-text
+ollama pull qwen3:0.6b
+ollama pull qwen3-embedding:0.6b
 #+end_src
 
 Ollama must be running before starting either service.
@@ -83,9 +83,9 @@ Data persists in =./data/neo4j/=. Web UI at =http://localhost:7474=.
 | Variable             | Default              | Notes                    |
 |----------------------+----------------------+--------------------------|
 | =LLM_BINDING=        | =ollama=             |                          |
-| =LLM_MODEL=          | =qwen2.5:7b=         | Change to any Ollama model |
-| =EMBEDDING_MODEL=    | =nomic-embed-text=   |                          |
-| =EMBEDDING_DIM=      | =768=                | Must match model         |
+| =LLM_MODEL=          | =qwen3:0.6b=             | Change to any Ollama model |
+| =EMBEDDING_MODEL=    | =qwen3-embedding:0.6b=   |                          |
+| =EMBEDDING_DIM=      | =1024=                   | Must match model         |
 | =RAG_DIR=            | =./rag_storage=      | Where graph data lives   |
 | =PORT=               | =9621=               |                          |
 
@@ -96,9 +96,9 @@ Data persists in =./data/neo4j/=. Web UI at =http://localhost:7474=.
 | =NEO4J_URI=       | =bolt://localhost:7687=      |                               |
 | =OPENAI_BASE_URL= | =http://localhost:11434/v1=  | Ollama OpenAI-compatible API  |
 | =OPENAI_API_KEY=  | =ollama=                     | Dummy value, required by SDK  |
-| =MODEL_NAME=      | =qwen2.5:7b=                 |                               |
-| =EMBEDDING_MODEL= | =nomic-embed-text=           |                               |
-| =EMBEDDING_DIM=   | =768=                        | Must match model              |
+| =MODEL_NAME=      | =qwen3:0.6b=                 |                               |
+| =EMBEDDING_MODEL= | =qwen3-embedding:0.6b=       |                               |
+| =EMBEDDING_DIM=   | =1024=                       | Must match model              |
 
 * Structure
 

flake.nix

@@ -71,7 +71,7 @@
             echo "LightRAG shell ready."
             echo "  start:  lightrag-server"
             echo "  config: $RAGS_ROOT/.env.lightrag"
-            echo "  needs:  ollama with qwen2.5:7b + nomic-embed-text"
+            echo "  needs:  ollama with qwen3:0.6b + qwen3-embedding:0.6b"
             echo ""
           '';
         };
@@ -99,7 +99,7 @@
             echo "Graphiti shell ready."
             echo "  neo4j:  nix run .#neo4j-start   (in another terminal, run first)"
             echo "  config: $RAGS_ROOT/.env.graphiti"
-            echo "  needs:  ollama with qwen2.5:7b + nomic-embed-text"
+            echo "  needs:  ollama with qwen3:0.6b + qwen3-embedding:0.6b"
             echo ""
           '';
         };