[Examples] Consistency about Ollama model config via env, and wrap up docs

examples/.env

@@ -16,8 +16,9 @@ VOYAGE_API_KEY=
 REPLICATE_API_KEY=
 
 # For using Ollama
-OLLAMA_HOST_URL=
-OLLAMA_MODEL=
+OLLAMA_HOST_URL=http://localhost:11434
+OLLAMA_LLM=llama3.2
+OLLAMA_EMBEDDINGS=nomic-embed-text
 
 # For using GPT on Azure
 AZURE_OPENAI_BASEURL=

examples/ollama/Ollama.md → examples/ollama/README.md

@@ -11,20 +11,26 @@ To get started with Ollama please check their [Quickstart guide](https://github.
 To run the examples you will need to download [Llama 3.2](https://ollama.com/library/llama3.2)
 and [nomic-embed-text](https://ollama.com/library/nomic-embed-text) models.
 
-Once models are downloaded you can run them with
+You can do this by running the following commands:
 ```bash
-ollama run <model-name>
+ollama pull llama3.2
+ollama pull nomic-embed-text
 ```
-for example
 
+Then you can start the Ollama server by running:
 ```bash
-ollama run llama3.2
+ollama serve
 ```
 
-#### Configuration
-To run Ollama examples you will need to provide a OLLAMA_HOST_URL key in your env.local file.
+### Configuration
+By default, the examples expect Ollama to be run on `localhost:11434`, but you can customize this in your `.env.local`
+file - as well as the models to be used:
 
 For example
 ```bash
 OLLAMA_HOST_URL=http://localhost:11434
+OLLAMA_LLM=llama3.2
+OLLAMA_EMBEDDINGS=nomic-embed-text
 ```
+
+You can find more models in the [Ollama model library](https://ollama.com/library).

examples/ollama/chat-llama.php

@@ -17,7 +17,7 @@
 require_once dirname(__DIR__).'/bootstrap.php';
 
 $platform = PlatformFactory::create(env('OLLAMA_HOST_URL'), http_client());
-$model = new Ollama($_SERVER['OLLAMA_MODEL'] ?? '');
+$model = new Ollama(env('OLLAMA_LLM'));
 
 $messages = new MessageBag(
     Message::forSystem('You are a helpful assistant.'),

examples/ollama/embeddings.php

@@ -16,7 +16,7 @@
 
 $platform = PlatformFactory::create(env('OLLAMA_HOST_URL'), http_client());
 
-$response = $platform->invoke(new Ollama(Ollama::NOMIC_EMBED_TEXT), <<<TEXT
+$response = $platform->invoke(new Ollama(env('OLLAMA_EMBEDDINGS')), <<<TEXT
     Once upon a time, there was a country called Japan. It was a beautiful country with a lot of mountains and rivers.
     The people of Japan were very kind and hardworking. They loved their country very much and took care of it. The
     country was very peaceful and prosperous. The people lived happily ever after.

examples/ollama/indexer.php

@@ -22,7 +22,7 @@
 
 $platform = PlatformFactory::create(env('OLLAMA_HOST_URL'), http_client());
 $store = new InMemoryStore();
-$vectorizer = new Vectorizer($platform, $embeddings = new Ollama(Ollama::NOMIC_EMBED_TEXT), logger());;
+$vectorizer = new Vectorizer($platform, $embeddings = new Ollama(env('OLLAMA_EMBEDDINGS')), logger());;
 $indexer = new Indexer(
     loader: new TextFileLoader(),
     vectorizer: $vectorizer,

examples/ollama/rag.php

@@ -43,11 +43,11 @@
 
 // create embeddings for documents
 $platform = PlatformFactory::create(env('OLLAMA_HOST_URL'), http_client());
-$vectorizer = new Vectorizer($platform, $embeddings = new Ollama(Ollama::NOMIC_EMBED_TEXT), logger());
+$vectorizer = new Vectorizer($platform, $embeddings = new Ollama(env('OLLAMA_EMBEDDINGS')), logger());
 $indexer = new Indexer(new InMemoryLoader($documents), $vectorizer, $store, logger: logger());
 $indexer->index($documents);
 
-$model = new Ollama();
+$model = new Ollama(env('OLLAMA_LLM'));
 
 $similaritySearch = new SimilaritySearch($vectorizer, $store);
 $toolbox = new Toolbox([$similaritySearch], logger: logger());

examples/ollama/stream.php

@@ -17,7 +17,7 @@
 require_once dirname(__DIR__).'/bootstrap.php';
 
 $platform = PlatformFactory::create(env('OLLAMA_HOST_URL'), http_client());
-$model = new Ollama(Ollama::LLAMA_3_2);
+$model = new Ollama(env('OLLAMA_LLM'));
 
 $messages = new MessageBag(
     Message::forSystem('You are a helpful assistant.'),

examples/ollama/structured-output-math.php

@@ -20,7 +20,7 @@
 require_once dirname(__DIR__).'/bootstrap.php';
 
 $platform = PlatformFactory::create(env('OLLAMA_HOST_URL'), http_client());
-$model = new Ollama(Ollama::LLAMA_3_2);
+$model = new Ollama(env('OLLAMA_LLM'));
 
 $processor = new AgentProcessor();
 $agent = new Agent($platform, $model, [$processor], [$processor], logger: logger());

examples/ollama/toolcall.php

@@ -21,7 +21,7 @@
 require_once dirname(__DIR__).'/bootstrap.php';
 
 $platform = PlatformFactory::create(env('OLLAMA_HOST_URL'), http_client());
-$model = new Ollama(Ollama::LLAMA_3_2);
+$model = new Ollama(env('OLLAMA_LLM'));
 
 $toolbox = new Toolbox([new Clock()], logger: logger());
 $processor = new AgentProcessor($toolbox);