Merge pull request stanfordnlp#1113 from Preemo-Inc/main

fix(dspy): together client response parsing

Author: arnavsinghvi11

dsp/modules/hf_client.py

@@ -307,11 +307,13 @@ def run_server(self, port, model_name=None, model_path=None, env_variable=None,
         docker_process.wait()
 
 class Together(HFModel):
-    def __init__(self, model, **kwargs):
+    def __init__(self, model, api_base="https://api.together.xyz/v1", api_key=None, **kwargs):
         super().__init__(model=model, is_client=True)
         self.session = requests.Session()
-        self.api_base = os.getenv("TOGETHER_API_BASE")
-        self.token = os.getenv("TOGETHER_API_KEY")
+        self.api_base = os.getenv("TOGETHER_API_BASE") or api_base
+        assert not self.api_base.endswith("/"), "Together base URL shouldn't end with /"
+        self.token = os.getenv("TOGETHER_API_KEY") or api_key
+
         self.model = model
 
         self.use_inst_template = False
@@ -338,8 +340,6 @@ def __init__(self, model, **kwargs):
         on_backoff=backoff_hdlr,
     )
     def _generate(self, prompt, use_chat_api=False, **kwargs):
-        url = f"{self.api_base}"
-
         kwargs = {**self.kwargs, **kwargs}
 
         stop = kwargs.get("stop")
@@ -367,6 +367,7 @@ def _generate(self, prompt, use_chat_api=False, **kwargs):
                 "stop": stop,
             }
         else:
+            url = f"{self.api_base}/completions"
             body = {
                 "model": self.model,
                 "prompt": prompt,
@@ -384,9 +385,9 @@ def _generate(self, prompt, use_chat_api=False, **kwargs):
             with self.session.post(url, headers=headers, json=body) as resp:
                 resp_json = resp.json()
                 if use_chat_api:
-                    completions = [resp_json['output'].get('choices', [])[0].get('message', {}).get('content', "")]
+                    completions = [resp_json.get('choices', [])[0].get('message', {}).get('content', "")]
                 else:
-                    completions = [resp_json['output'].get('choices', [])[0].get('text', "")]
+                    completions = [resp_json.get('choices', [])[0].get('text', "")]
                 response = {"prompt": prompt, "choices": [{"text": c} for c in completions]}
                 return response
         except Exception as e: