From f09150617ed2454f3074bcf93f53aae5ae637d40 Mon Sep 17 00:00:00 2001 From: Nate Sesti <33237525+sestinj@users.noreply.github.com> Date: Mon, 9 Oct 2023 18:37:27 -0700 Subject: Preview (#541) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * Strong typing (#533) * refactor: :recycle: get rid of continuedev.src.continuedev structure * refactor: :recycle: switching back to server folder * feat: :sparkles: make config.py imports shorter * feat: :bookmark: publish as pre-release vscode extension * refactor: :recycle: refactor and add more completion params to ui * build: :building_construction: download from preview S3 * fix: :bug: fix paths * fix: :green_heart: package:pre-release * ci: :green_heart: more time for tests * fix: :green_heart: fix build scripts * fix: :bug: fix import in run.py * fix: :bookmark: update version to try again * ci: 💚 Update package.json version [skip ci] * refactor: :fire: don't check for old extensions version * fix: :bug: small bug fixes * fix: :bug: fix config.py import paths * ci: 💚 Update package.json version [skip ci] * ci: :green_heart: platform-specific builds test #1 * feat: :green_heart: ship with binary * fix: :green_heart: fix copy statement to include.exe for windows * fix: :green_heart: cd extension before packaging * chore: :loud_sound: count tokens generated * fix: :green_heart: remove npm_config_arch * fix: :green_heart: publish as pre-release! * chore: :bookmark: update version * perf: :green_heart: hardcode distro paths * fix: :bug: fix yaml syntax error * chore: :bookmark: update version * fix: :green_heart: update permissions and version * feat: :bug: kill old server if needed * feat: :lipstick: update marketplace icon for pre-release * ci: 💚 Update package.json version [skip ci] * feat: :sparkles: auto-reload for config.py * feat: :wrench: update default config.py imports * feat: :sparkles: codelens in config.py * feat: :sparkles: select model param count from UI * ci: 💚 Update package.json version [skip ci] * feat: :sparkles: more model options, ollama error handling * perf: :zap: don't show server loading immediately * fix: :bug: fixing small UI details * ci: 💚 Update package.json version [skip ci] * feat: :rocket: headers param on LLM class * fix: :bug: fix headers for openai.;y * feat: :sparkles: highlight code on cmd+shift+L * ci: 💚 Update package.json version [skip ci] * feat: :lipstick: sticky top bar in gui.tsx * fix: :loud_sound: websocket logging and horizontal scrollbar * ci: 💚 Update package.json version [skip ci] * feat: :sparkles: allow AzureOpenAI Service through GGML * ci: 💚 Update package.json version [skip ci] * fix: :bug: fix automigration * ci: 💚 Update package.json version [skip ci] * ci: :green_heart: upload binaries in ci, download apple silicon * chore: :fire: remove notes * fix: :green_heart: use curl to download binary * fix: :green_heart: set permissions on apple silicon binary * fix: :green_heart: testing * fix: :green_heart: cleanup file * fix: :green_heart: fix preview.yaml * fix: :green_heart: only upload once per binary * fix: :green_heart: install rosetta * ci: :green_heart: download binary after tests * ci: 💚 Update package.json version [skip ci] * ci: :green_heart: prepare ci for merge to main --------- Co-authored-by: GitHub Action --- server/continuedev/libs/llm/together.py | 125 ++++++++++++++++++++++++++++++++ 1 file changed, 125 insertions(+) create mode 100644 server/continuedev/libs/llm/together.py (limited to 'server/continuedev/libs/llm/together.py') diff --git a/server/continuedev/libs/llm/together.py b/server/continuedev/libs/llm/together.py new file mode 100644 index 00000000..35b3a424 --- /dev/null +++ b/server/continuedev/libs/llm/together.py @@ -0,0 +1,125 @@ +import json +from typing import Callable + +import aiohttp +from pydantic import Field + +from ...core.main import ContinueCustomException +from ..util.logging import logger +from .base import LLM +from .prompts.chat import llama2_template_messages +from .prompts.edit import simplified_edit_prompt + + +class TogetherLLM(LLM): + """ + The Together API is a cloud platform for running large AI models. You can sign up [here](https://api.together.xyz/signup), copy your API key on the initial welcome screen, and then hit the play button on any model from the [Together Models list](https://docs.together.ai/docs/models-inference). Change `~/.continue/config.py` to look like this: + + ```python title="~/.continue/config.py" + from continuedev.core.models import Models + from continuedev.libs.llm.together import TogetherLLM + + config = ContinueConfig( + ... + models=Models( + default=TogetherLLM( + api_key="", + model="togethercomputer/llama-2-13b-chat" + ) + ) + ) + ``` + """ + + api_key: str = Field(..., description="Together API key") + + model: str = "togethercomputer/RedPajama-INCITE-7B-Instruct" + base_url: str = Field( + "https://api.together.xyz", + description="The base URL for your Together API instance", + ) + + _client_session: aiohttp.ClientSession = None + + template_messages: Callable = llama2_template_messages + + prompt_templates = { + "edit": simplified_edit_prompt, + } + + async def start(self, **kwargs): + await super().start(**kwargs) + self._client_session = aiohttp.ClientSession( + connector=aiohttp.TCPConnector(verify_ssl=self.verify_ssl), + timeout=aiohttp.ClientTimeout(total=self.timeout), + ) + + async def stop(self): + await self._client_session.close() + + async def _stream_complete(self, prompt, options): + args = self.collect_args(options) + + async with self._client_session.post( + f"{self.base_url}/inference", + json={ + "prompt": prompt, + "stream_tokens": True, + **args, + }, + headers={"Authorization": f"Bearer {self.api_key}"}, + proxy=self.proxy, + ) as resp: + async for line in resp.content.iter_chunks(): + if line[1]: + json_chunk = line[0].decode("utf-8") + if json_chunk.startswith(": ping - ") or json_chunk.startswith( + "data: [DONE]" + ): + continue + + chunks = json_chunk.split("\n") + for chunk in chunks: + if chunk.strip() != "": + if chunk.startswith("data: "): + chunk = chunk[6:] + if chunk == "[DONE]": + break + try: + json_chunk = json.loads(chunk) + except Exception as e: + logger.warning(f"Invalid JSON chunk: {chunk}\n\n{e}") + continue + if "choices" in json_chunk: + yield json_chunk["choices"][0]["text"] + + async def _complete(self, prompt: str, options): + args = self.collect_args(options) + + async with self._client_session.post( + f"{self.base_url}/inference", + json={"prompt": prompt, **args}, + headers={"Authorization": f"Bearer {self.api_key}"}, + proxy=self.proxy, + ) as resp: + text = await resp.text() + j = json.loads(text) + try: + if "choices" not in j["output"]: + raise Exception(text) + if "output" in j: + return j["output"]["choices"][0]["text"] + except Exception as e: + j = await resp.json() + if "error" in j: + if j["error"].startswith("invalid hexlify value"): + raise ContinueCustomException( + message=f"Invalid Together API key:\n\n{j['error']}", + title="Together API Error", + ) + else: + raise ContinueCustomException( + message=j["error"], title="Together API Error" + ) + + raise e -- cgit v1.2.3-70-g09d2