Removing Deprecated model to fix Integration Tests (#5)

* Removing Deprecated model

* Moving readme changes to root

---------

Co-authored-by: “Mark <“[email protected]”>

README.md

@@ -3,3 +3,25 @@
 This repository contains 1 package with Together integrations with LangChain:
 
 - [langchain-together](https://pypi.org/project/langchain-together/)
+
+## Setup for Testing
+
+```bash
+cd libs/together
+poetry install --with lint,typing,test,test_integration,
+```
+
+## Running the Unit Tests
+
+```bash
+cd libs/together
+make tests
+```
+
+## Running the Integration Tests
+
+```bash
+cd libs/together
+export TOGETHER_API_KEY=<your-api-key>
+make integration_tests
+```

libs/together/README.md

@@ -25,4 +25,4 @@ NEED to add image endpoint + completions endpoint as well
 
 See a [usage example](https://python.langchain.com/docs/integrations/text_embedding/together/)
 
-Use `togethercomputer/m2-bert-80M-8k-retrieval` as the default model for embeddings.
+Use `togethercomputer/m2-bert-80M-8k-retrieval` as the default model for embeddings.

libs/together/tests/integration_tests/test_llms.py

@@ -13,7 +13,7 @@
 def test_together_call() -> None:
     """Test simple call to together."""
     llm = Together(  # type: ignore[call-arg]
-        model="togethercomputer/RedPajama-INCITE-7B-Base",
+        model="meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo",
         temperature=0.2,
         max_tokens=250,
     )
@@ -27,7 +27,7 @@ def test_together_call() -> None:
 async def test_together_acall() -> None:
     """Test simple call to together."""
     llm = Together(  # type: ignore[call-arg]
-        model="togethercomputer/RedPajama-INCITE-7B-Base",
+        model="meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo",
         temperature=0.2,
         max_tokens=250,
     )

libs/together/tests/unit_tests/test_llms.py

@@ -10,7 +10,7 @@ def test_together_api_key_is_secret_string() -> None:
     """Test that the API key is stored as a SecretStr."""
     llm = Together(
         together_api_key="secret-api-key",  # type: ignore[call-arg]
-        model="togethercomputer/RedPajama-INCITE-7B-Base",
+        model="meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo",
         temperature=0.2,
         max_tokens=250,
     )
@@ -23,7 +23,7 @@ def test_together_api_key_masked_when_passed_from_env(
     """Test that the API key is masked when passed from an environment variable."""
     monkeypatch.setenv("TOGETHER_API_KEY", "secret-api-key")
     llm = Together(  # type: ignore[call-arg]
-        model="togethercomputer/RedPajama-INCITE-7B-Base",
+        model="meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo",
         temperature=0.2,
         max_tokens=250,
     )
@@ -39,7 +39,7 @@ def test_together_api_key_masked_when_passed_via_constructor(
     """Test that the API key is masked when passed via the constructor."""
     llm = Together(
         together_api_key="secret-api-key",  # type: ignore[call-arg]
-        model="togethercomputer/RedPajama-INCITE-7B-Base",
+        model="meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo",
         temperature=0.2,
         max_tokens=250,
     )
@@ -53,7 +53,7 @@ def test_together_uses_actual_secret_value_from_secretstr() -> None:
     """Test that the actual secret value is correctly retrieved."""
     llm = Together(
         together_api_key="secret-api-key",  # type: ignore[call-arg]
-        model="togethercomputer/RedPajama-INCITE-7B-Base",
+        model="meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo",
         temperature=0.2,
         max_tokens=250,
     )
@@ -64,7 +64,7 @@ def test_together_uses_actual_secret_value_from_secretstr_api_key() -> None:
     """Test that the actual secret value is correctly retrieved."""
     llm = Together(
         api_key="secret-api-key",  # type: ignore[arg-type]
-        model="togethercomputer/RedPajama-INCITE-7B-Base",
+        model="meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo",
         temperature=0.2,
         max_tokens=250,
     )