Spaces:
Sleeping
Sleeping
Add concurrency
Browse files- cohereAPI.py +60 -12
cohereAPI.py
CHANGED
@@ -1,10 +1,20 @@
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import cohere
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import asyncio
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def send_message_stream(system_message, user_message, conversation_history, api_key, model_name="command-a-03-2025"):
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"""Stream response from Cohere API"""
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#
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co =
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# Prepare all messages including history
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messages = [{"role": "system", "content": system_message}]
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@@ -26,15 +36,46 @@ def send_message_stream(system_message, user_message, conversation_history, api_
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text_chunk = chunk.delta.message.content.text
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full_response += text_chunk
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yield text_chunk
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# Update conversation history after streaming is complete
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conversation_history.append({"role": "user", "content": user_message})
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conversation_history.append({"role": "assistant", "content": full_response})
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def send_message(system_message, user_message, conversation_history, api_key, model_name="command-a-03-2025"):
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"""Non-streaming version for backward compatibility"""
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#
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co =
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# Prepare all messages including history
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messages = [{"role": "system", "content": system_message}]
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@@ -50,8 +91,15 @@ def send_message(system_message, user_message, conversation_history, api_key, mo
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# Get the response
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response_content = response.message.content[0].text
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return
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import cohere
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import asyncio
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# Global client variable for lazy initialization
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_client = None
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def get_client(api_key):
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"""Get or create Cohere client instance"""
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global _client
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if _client is None:
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_client = cohere.ClientV2(api_key)
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return _client
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def send_message_stream(system_message, user_message, conversation_history, api_key, model_name="command-a-03-2025"):
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"""Stream response from Cohere API"""
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# Get or create the Cohere client
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co = get_client(api_key)
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# Prepare all messages including history
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messages = [{"role": "system", "content": system_message}]
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text_chunk = chunk.delta.message.content.text
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full_response += text_chunk
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yield text_chunk
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async def send_message_stream_async(system_message, user_message, conversation_history, api_key, model_name="command-a-03-2025"):
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"""Async wrapper for streaming response from Cohere API"""
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def _sync_stream():
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return send_message_stream(system_message, user_message, conversation_history, api_key, model_name)
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# Run the synchronous generator in a thread
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loop = asyncio.get_event_loop()
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# Use a queue to handle the streaming data
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queue = asyncio.Queue()
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def _stream_worker():
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try:
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for chunk in _sync_stream():
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loop.call_soon_threadsafe(queue.put_nowait, chunk)
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except Exception as e:
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loop.call_soon_threadsafe(queue.put_nowait, StopIteration(e))
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else:
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loop.call_soon_threadsafe(queue.put_nowait, StopIteration())
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# Start the worker thread
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import threading
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thread = threading.Thread(target=_stream_worker)
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thread.start()
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# Yield chunks asynchronously
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while True:
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chunk = await queue.get()
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if isinstance(chunk, StopIteration):
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if chunk.args:
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raise chunk.args[0]
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break
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yield chunk
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def send_message(system_message, user_message, conversation_history, api_key, model_name="command-a-03-2025"):
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"""Non-streaming version for backward compatibility"""
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# Get or create the Cohere client
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co = get_client(api_key)
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# Prepare all messages including history
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messages = [{"role": "system", "content": system_message}]
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# Get the response
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response_content = response.message.content[0].text
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return response_content
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async def send_message_async(system_message, user_message, conversation_history, api_key, model_name="command-a-03-2025"):
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"""Async version using asyncio.to_thread"""
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return await asyncio.to_thread(
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send_message,
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system_message,
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user_message,
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conversation_history,
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api_key,
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model_name
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)
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