From 1606b9a80c865005fee4fef07af5cfd97e80e657 Mon Sep 17 00:00:00 2001 From: Aymeric Date: Wed, 11 Dec 2024 19:23:07 +0100 Subject: [PATCH] Pass tests --- agents/__init__.py | 1 - agents/agents.py | 28 ++-- agents/prompts.py | 7 +- agents/tools.py | 9 +- agents/translation.py | 279 -------------------------------- examples/agent_with_tools.py | 2 +- examples/gradio_example.py | 4 +- examples/local_smollm.py | 23 ++- examples/oneshot.py | 2 +- tests/fixtures/000000039769.png | Bin 0 -> 694498 bytes tests/test_agent_types.py | 6 +- tests/test_agents.py | 25 ++- tests/test_examples.py | 271 ++++--------------------------- tests/test_final_answer.py | 2 +- tests/test_tools_common.py | 2 +- tests/test_translation.py | 69 -------- tests/test_utils.py | 100 ++++++++++++ 17 files changed, 188 insertions(+), 642 deletions(-) delete mode 100644 agents/translation.py create mode 100644 tests/fixtures/000000039769.png delete mode 100644 tests/test_translation.py create mode 100644 tests/test_utils.py diff --git a/agents/__init__.py b/agents/__init__.py index 3aa8701..c2b44e2 100644 --- a/agents/__init__.py +++ b/agents/__init__.py @@ -62,7 +62,6 @@ else: if TYPE_CHECKING: from .agents import ( Agent, - CodeAgent, ManagedAgent, ReactAgent, CodeAgent, diff --git a/agents/agents.py b/agents/agents.py index 36108b3..9652257 100644 --- a/agents/agents.py +++ b/agents/agents.py @@ -47,9 +47,6 @@ from .tools import ( ) -HUGGINGFACE_DEFAULT_TOOLS = {} - - class AgentError(Exception): """Base class for other agent-related exceptions""" @@ -145,14 +142,18 @@ Here is a list of the team members that you can call:""" def format_prompt_with_managed_agents_descriptions( - prompt_template, managed_agents=None + prompt_template, managed_agents, agent_descriptions_placeholder: Optional[str] = None ) -> str: - if managed_agents is not None: + if agent_descriptions_placeholder is None: + agent_descriptions_placeholder = "{{managed_agents_descriptions}}" + if agent_descriptions_placeholder not in prompt_template: + raise ValueError(f"Provided prompt template does not contain the managed agents descriptions placeholder '{agent_descriptions_placeholder}'") + if len(managed_agents.keys()) > 0: return prompt_template.replace( - "<>", show_agents_descriptions(managed_agents) + agent_descriptions_placeholder, show_agents_descriptions(managed_agents) ) else: - return prompt_template.replace("<>", "") + return prompt_template.replace(agent_descriptions_placeholder, "") def format_prompt_with_imports( @@ -220,12 +221,8 @@ class BaseAgent: self._toolbox = Toolbox(tools, add_base_tools=add_base_tools) self._toolbox.add_tool(FinalAnswerTool()) - self.system_prompt = format_prompt_with_tools( - self._toolbox, self.system_prompt_template, self.tool_description_template - ) - self.system_prompt = format_prompt_with_managed_agents_descriptions( - self.system_prompt, self.managed_agents - ) + self.system_prompt = self.initialize_system_prompt() + print("SYS0:", self.system_prompt) self.prompt_messages = None self.logs = [] self.task = None @@ -353,7 +350,7 @@ class BaseAgent: split[-2], split[-1], ) # NOTE: using indexes starting from the end solves for when you have more than one split_token in the output - except Exception as e: + except Exception: raise AgentParsingError( f"Error: No '{split_token}' token provided in your output.\nYour output:\n{llm_output}\n. Be sure to include an action, prefaced with '{split_token}'!" ) @@ -909,8 +906,9 @@ class CodeAgent(ReactAgent): self.authorized_imports = list( set(LIST_SAFE_MODULES) | set(self.additional_authorized_imports) ) + print("SYSS:", self.system_prompt) self.system_prompt = self.system_prompt.replace( - "<>", str(self.authorized_imports) + "{{authorized_imports}}", str(self.authorized_imports) ) self.custom_tools = {} diff --git a/agents/prompts.py b/agents/prompts.py index e358f7d..1112238 100644 --- a/agents/prompts.py +++ b/agents/prompts.py @@ -135,6 +135,8 @@ final_answer(caption) Above example were using tools that might not exist for you. You only have access to these tools: {{tool_names}} +{{managed_agents_descriptions}} + Remember to make sure that variables you use are all defined. In particular don't import packages! Be sure to provide a 'Code:\n```' sequence before the code and '```' after, else you will get an error. DO NOT pass the arguments as a dict as in 'answer = ask_search_agent({'query': "What is the place where James Bond lives?"})', but use the arguments directly as in 'answer = ask_search_agent(query="What is the place where James Bond lives?")'. @@ -260,8 +262,11 @@ Action: Above example were using notional tools that might not exist for you. You only have access to these tools: + {{tool_descriptions}} +{{managed_agents_descriptions}} + Here are the rules you should always follow to solve your task: 1. ALWAYS provide a 'Thought:' sequence, and an 'Action:' sequence that ends with , else you will fail. 2. Always use the right arguments for the tools. Never use variable names in the 'action_input' field, use the value instead. @@ -355,7 +360,7 @@ Above example were using notional tools that might not exist for you. On top of {{tool_descriptions}} -<> +{{managed_agents_descriptions}} Here are the rules you should always follow to solve your task: 1. Always provide a 'Thought:' sequence, and a 'Code:\n```py' sequence ending with '```' sequence, else you will fail. diff --git a/agents/tools.py b/agents/tools.py index 7357ab2..2b29f9c 100644 --- a/agents/tools.py +++ b/agents/tools.py @@ -643,8 +643,10 @@ DEFAULT_TOOL_DESCRIPTION_TEMPLATE = """ def get_tool_description_with_args( - tool: Tool, description_template: str = DEFAULT_TOOL_DESCRIPTION_TEMPLATE + tool: Tool, description_template: Optional[str] = None ) -> str: + if description_template is None: + description_template = DEFAULT_TOOL_DESCRIPTION_TEMPLATE compiled_template = compile_jinja_template(description_template) rendered = compiled_template.render( tool=tool, @@ -1080,6 +1082,9 @@ def tool(tool_function: Callable) -> Tool: return SpecificTool() +HUGGINGFACE_DEFAULT_TOOLS = {} + + class Toolbox: """ The toolbox contains all tools that the agent can perform operations with, as well as a few methods to @@ -1110,7 +1115,7 @@ class Toolbox: """Get all tools currently in the toolbox""" return self._tools - def show_tool_descriptions(self, tool_description_template: str = None) -> str: + def show_tool_descriptions(self, tool_description_template: Optional[str] = None) -> str: """ Returns the description of all tools in the toolbox diff --git a/agents/translation.py b/agents/translation.py deleted file mode 100644 index b03c804..0000000 --- a/agents/translation.py +++ /dev/null @@ -1,279 +0,0 @@ -#!/usr/bin/env python -# coding=utf-8 - -# Copyright 2023 The HuggingFace Inc. team. All rights reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -from transformers import AutoModelForSeq2SeqLM, AutoTokenizer -from .tools import PipelineTool - - -LANGUAGE_CODES = { - "Acehnese Arabic": "ace_Arab", - "Acehnese Latin": "ace_Latn", - "Mesopotamian Arabic": "acm_Arab", - "Ta'izzi-Adeni Arabic": "acq_Arab", - "Tunisian Arabic": "aeb_Arab", - "Afrikaans": "afr_Latn", - "South Levantine Arabic": "ajp_Arab", - "Akan": "aka_Latn", - "Amharic": "amh_Ethi", - "North Levantine Arabic": "apc_Arab", - "Modern Standard Arabic": "arb_Arab", - "Modern Standard Arabic Romanized": "arb_Latn", - "Najdi Arabic": "ars_Arab", - "Moroccan Arabic": "ary_Arab", - "Egyptian Arabic": "arz_Arab", - "Assamese": "asm_Beng", - "Asturian": "ast_Latn", - "Awadhi": "awa_Deva", - "Central Aymara": "ayr_Latn", - "South Azerbaijani": "azb_Arab", - "North Azerbaijani": "azj_Latn", - "Bashkir": "bak_Cyrl", - "Bambara": "bam_Latn", - "Balinese": "ban_Latn", - "Belarusian": "bel_Cyrl", - "Bemba": "bem_Latn", - "Bengali": "ben_Beng", - "Bhojpuri": "bho_Deva", - "Banjar Arabic": "bjn_Arab", - "Banjar Latin": "bjn_Latn", - "Standard Tibetan": "bod_Tibt", - "Bosnian": "bos_Latn", - "Buginese": "bug_Latn", - "Bulgarian": "bul_Cyrl", - "Catalan": "cat_Latn", - "Cebuano": "ceb_Latn", - "Czech": "ces_Latn", - "Chokwe": "cjk_Latn", - "Central Kurdish": "ckb_Arab", - "Crimean Tatar": "crh_Latn", - "Welsh": "cym_Latn", - "Danish": "dan_Latn", - "German": "deu_Latn", - "Southwestern Dinka": "dik_Latn", - "Dyula": "dyu_Latn", - "Dzongkha": "dzo_Tibt", - "Greek": "ell_Grek", - "English": "eng_Latn", - "Esperanto": "epo_Latn", - "Estonian": "est_Latn", - "Basque": "eus_Latn", - "Ewe": "ewe_Latn", - "Faroese": "fao_Latn", - "Fijian": "fij_Latn", - "Finnish": "fin_Latn", - "Fon": "fon_Latn", - "French": "fra_Latn", - "Friulian": "fur_Latn", - "Nigerian Fulfulde": "fuv_Latn", - "Scottish Gaelic": "gla_Latn", - "Irish": "gle_Latn", - "Galician": "glg_Latn", - "Guarani": "grn_Latn", - "Gujarati": "guj_Gujr", - "Haitian Creole": "hat_Latn", - "Hausa": "hau_Latn", - "Hebrew": "heb_Hebr", - "Hindi": "hin_Deva", - "Chhattisgarhi": "hne_Deva", - "Croatian": "hrv_Latn", - "Hungarian": "hun_Latn", - "Armenian": "hye_Armn", - "Igbo": "ibo_Latn", - "Ilocano": "ilo_Latn", - "Indonesian": "ind_Latn", - "Icelandic": "isl_Latn", - "Italian": "ita_Latn", - "Javanese": "jav_Latn", - "Japanese": "jpn_Jpan", - "Kabyle": "kab_Latn", - "Jingpho": "kac_Latn", - "Kamba": "kam_Latn", - "Kannada": "kan_Knda", - "Kashmiri Arabic": "kas_Arab", - "Kashmiri Devanagari": "kas_Deva", - "Georgian": "kat_Geor", - "Central Kanuri Arabic": "knc_Arab", - "Central Kanuri Latin": "knc_Latn", - "Kazakh": "kaz_Cyrl", - "Kabiyè": "kbp_Latn", - "Kabuverdianu": "kea_Latn", - "Khmer": "khm_Khmr", - "Kikuyu": "kik_Latn", - "Kinyarwanda": "kin_Latn", - "Kyrgyz": "kir_Cyrl", - "Kimbundu": "kmb_Latn", - "Northern Kurdish": "kmr_Latn", - "Kikongo": "kon_Latn", - "Korean": "kor_Hang", - "Lao": "lao_Laoo", - "Ligurian": "lij_Latn", - "Limburgish": "lim_Latn", - "Lingala": "lin_Latn", - "Lithuanian": "lit_Latn", - "Lombard": "lmo_Latn", - "Latgalian": "ltg_Latn", - "Luxembourgish": "ltz_Latn", - "Luba-Kasai": "lua_Latn", - "Ganda": "lug_Latn", - "Luo": "luo_Latn", - "Mizo": "lus_Latn", - "Standard Latvian": "lvs_Latn", - "Magahi": "mag_Deva", - "Maithili": "mai_Deva", - "Malayalam": "mal_Mlym", - "Marathi": "mar_Deva", - "Minangkabau Arabic ": "min_Arab", - "Minangkabau Latin": "min_Latn", - "Macedonian": "mkd_Cyrl", - "Plateau Malagasy": "plt_Latn", - "Maltese": "mlt_Latn", - "Meitei Bengali": "mni_Beng", - "Halh Mongolian": "khk_Cyrl", - "Mossi": "mos_Latn", - "Maori": "mri_Latn", - "Burmese": "mya_Mymr", - "Dutch": "nld_Latn", - "Norwegian Nynorsk": "nno_Latn", - "Norwegian Bokmål": "nob_Latn", - "Nepali": "npi_Deva", - "Northern Sotho": "nso_Latn", - "Nuer": "nus_Latn", - "Nyanja": "nya_Latn", - "Occitan": "oci_Latn", - "West Central Oromo": "gaz_Latn", - "Odia": "ory_Orya", - "Pangasinan": "pag_Latn", - "Eastern Panjabi": "pan_Guru", - "Papiamento": "pap_Latn", - "Western Persian": "pes_Arab", - "Polish": "pol_Latn", - "Portuguese": "por_Latn", - "Dari": "prs_Arab", - "Southern Pashto": "pbt_Arab", - "Ayacucho Quechua": "quy_Latn", - "Romanian": "ron_Latn", - "Rundi": "run_Latn", - "Russian": "rus_Cyrl", - "Sango": "sag_Latn", - "Sanskrit": "san_Deva", - "Santali": "sat_Olck", - "Sicilian": "scn_Latn", - "Shan": "shn_Mymr", - "Sinhala": "sin_Sinh", - "Slovak": "slk_Latn", - "Slovenian": "slv_Latn", - "Samoan": "smo_Latn", - "Shona": "sna_Latn", - "Sindhi": "snd_Arab", - "Somali": "som_Latn", - "Southern Sotho": "sot_Latn", - "Spanish": "spa_Latn", - "Tosk Albanian": "als_Latn", - "Sardinian": "srd_Latn", - "Serbian": "srp_Cyrl", - "Swati": "ssw_Latn", - "Sundanese": "sun_Latn", - "Swedish": "swe_Latn", - "Swahili": "swh_Latn", - "Silesian": "szl_Latn", - "Tamil": "tam_Taml", - "Tatar": "tat_Cyrl", - "Telugu": "tel_Telu", - "Tajik": "tgk_Cyrl", - "Tagalog": "tgl_Latn", - "Thai": "tha_Thai", - "Tigrinya": "tir_Ethi", - "Tamasheq Latin": "taq_Latn", - "Tamasheq Tifinagh": "taq_Tfng", - "Tok Pisin": "tpi_Latn", - "Tswana": "tsn_Latn", - "Tsonga": "tso_Latn", - "Turkmen": "tuk_Latn", - "Tumbuka": "tum_Latn", - "Turkish": "tur_Latn", - "Twi": "twi_Latn", - "Central Atlas Tamazight": "tzm_Tfng", - "Uyghur": "uig_Arab", - "Ukrainian": "ukr_Cyrl", - "Umbundu": "umb_Latn", - "Urdu": "urd_Arab", - "Northern Uzbek": "uzn_Latn", - "Venetian": "vec_Latn", - "Vietnamese": "vie_Latn", - "Waray": "war_Latn", - "Wolof": "wol_Latn", - "Xhosa": "xho_Latn", - "Eastern Yiddish": "ydd_Hebr", - "Yoruba": "yor_Latn", - "Yue Chinese": "yue_Hant", - "Chinese Simplified": "zho_Hans", - "Chinese Traditional": "zho_Hant", - "Standard Malay": "zsm_Latn", - "Zulu": "zul_Latn", -} - - -class TranslationTool(PipelineTool): - """ - Example: - - ```py - from transformers.agents import TranslationTool - - translator = TranslationTool() - translator("This is a super nice API!", src_lang="English", tgt_lang="French") - ``` - """ - - lang_to_code = LANGUAGE_CODES - default_checkpoint = "facebook/nllb-200-distilled-600M" - description = ( - "This is a tool that translates text from a language to another." - f"Both `src_lang`and `tgt_lang` should belong to this list of languages: {list(lang_to_code.keys())}." - ) - name = "translator" - pre_processor_class = AutoTokenizer - model_class = AutoModelForSeq2SeqLM - - inputs = { - "text": {"type": "string", "description": "The text to translate"}, - "src_lang": { - "type": "string", - "description": "The language of the text to translate. Written in plain English, such as 'Romanian', or 'Albanian'", - }, - "tgt_lang": { - "type": "string", - "description": "The language for the desired ouput language. Written in plain English, such as 'Romanian', or 'Albanian'", - }, - } - output_type = "string" - - def encode(self, text, src_lang, tgt_lang): - if src_lang not in self.lang_to_code: - raise ValueError(f"{src_lang} is not a supported language.") - if tgt_lang not in self.lang_to_code: - raise ValueError(f"{tgt_lang} is not a supported language.") - src_lang = self.lang_to_code[src_lang] - tgt_lang = self.lang_to_code[tgt_lang] - return self.pre_processor._build_translation_inputs( - text, return_tensors="pt", src_lang=src_lang, tgt_lang=tgt_lang - ) - - def forward(self, inputs): - return self.model.generate(**inputs) - - def decode(self, outputs): - return self.post_processor.decode(outputs[0].tolist(), skip_special_tokens=True) diff --git a/examples/agent_with_tools.py b/examples/agent_with_tools.py index 8b179c9..bd6f98e 100644 --- a/examples/agent_with_tools.py +++ b/examples/agent_with_tools.py @@ -1,10 +1,10 @@ from agents import load_tool, CodeAgent, HfApiEngine +from agents.search import DuckDuckGoSearchTool # Import tool from Hub image_generation_tool = load_tool("m-ric/text-to-image", cache=False) # Import tool from LangChain -from agents.search import DuckDuckGoSearchTool search_tool = DuckDuckGoSearchTool() diff --git a/examples/gradio_example.py b/examples/gradio_example.py index 757de81..d159ff0 100644 --- a/examples/gradio_example.py +++ b/examples/gradio_example.py @@ -1,4 +1,5 @@ from agents import stream_to_gradio, HfApiEngine, load_tool, CodeAgent +import gradio as gr image_generation_tool = load_tool("m-ric/text-to-image") @@ -6,9 +7,6 @@ llm_engine = HfApiEngine("Qwen/Qwen2.5-72B-Instruct") agent = CodeAgent(tools=[image_generation_tool], llm_engine=llm_engine) -import gradio as gr - - def interact_with_agent(prompt, messages): messages.append(gr.ChatMessage(role="user", content=prompt)) yield messages diff --git a/examples/local_smollm.py b/examples/local_smollm.py index cdb3bc9..fe0ed48 100644 --- a/examples/local_smollm.py +++ b/examples/local_smollm.py @@ -1,14 +1,19 @@ -from agents.llm_engine import TransformersEngine -from agents import CodeAgent, JsonAgent - +from agents import JsonAgent +from agents import tool +import webbrowser import requests from datetime import datetime +import random +from llama_cpp import Llama +from agents import tool +import webbrowser +from typing import List, Generator, Dict, Any +import json +import re model_repo="andito/SmolLM2-1.7B-Instruct-F16-GGUF" model_filename="smollm2-1.7b-8k-dpo-f16.gguf" -import random -from llama_cpp import Llama model = Llama.from_pretrained( repo_id=model_repo, @@ -55,10 +60,6 @@ The example format is as follows. Please make sure the parameter type is correct ... (more tool calls as required) ]""" - -from agents import tool -import webbrowser - @tool def get_random_number_between(min: int, max: int) -> int: """ @@ -110,9 +111,7 @@ def open_webbrowser(url: str) -> str: webbrowser.open(url) return f"I opened {url.replace('https://', '').replace('www.', '')} in the browser." -from typing import List, Dict, Generator, Any -import re -import json +‹ def _parse_response(self, text: str) -> List[Dict[str, Any]]: pattern = r"(.*?)" matches = re.findall(pattern, text, re.DOTALL) diff --git a/examples/oneshot.py b/examples/oneshot.py index dd6333d..7e45151 100644 --- a/examples/oneshot.py +++ b/examples/oneshot.py @@ -1,4 +1,4 @@ -from agents import load_tool, CodeAgent, JsonAgent, HfApiEngine +from agents import load_tool, CodeAgent, HfApiEngine from agents.prompts import ONESHOT_CODE_SYSTEM_PROMPT # Import tool from Hub diff --git a/tests/fixtures/000000039769.png b/tests/fixtures/000000039769.png new file mode 100644 index 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