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# -*- coding: utf-8 -*- | ||
# ------------------------------------------------------------------------------ | ||
# | ||
# Copyright 2023-2024 Valory AG | ||
# | ||
# 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. | ||
# | ||
# ------------------------------------------------------------------------------ | ||
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"""This module contains the bet amount per threshold strategy.""" |
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# -*- coding: utf-8 -*- | ||
# ------------------------------------------------------------------------------ | ||
# | ||
# Copyright 2023-2024 Valory AG | ||
# | ||
# 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. | ||
# | ||
# ------------------------------------------------------------------------------ | ||
"""Contains the job definitions""" | ||
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from typing import Any, Dict, Optional, Tuple | ||
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import bagelml | ||
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PREFIX = "bagel-" | ||
ENGINES = { | ||
"search": ["bagel-search"], | ||
"write": ["bagel-write"], | ||
} | ||
ALLOWED_TOOLS = [PREFIX + value for values in ENGINES.values() for value in values] | ||
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DEFAULT_BAGEL_SETTINGS = { | ||
"top_k": 10, | ||
} | ||
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def run(**kwargs) -> Tuple[Optional[str], Optional[Dict[str, Any]], Any, Any]: | ||
"""Run the task""" | ||
api_key = kwargs["api_keys"]["bagel"] | ||
tool = kwargs["tool"] | ||
prompt = kwargs["prompt"] | ||
top_k = kwargs.get("top_k", DEFAULT_BAGEL_SETTINGS["top_k"]) | ||
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if tool not in ALLOWED_TOOLS: | ||
return ( | ||
f"Tool {tool} is not in the list of supported tools.", | ||
None, | ||
None, | ||
None, | ||
) | ||
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if not api_key: | ||
return ( | ||
"Missing Bagel API key.", | ||
None, | ||
None, | ||
None, | ||
) | ||
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client = bagelml.Client(api_key=api_key) | ||
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engine = tool.replace(PREFIX, "") | ||
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if engine == "search": | ||
# Get or create a cluster | ||
cluster = client.get_or_create_cluster(name="my-cluster", embedding_model="bagel-text") | ||
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# Search the cluster for documents related to the prompt | ||
response = cluster.find(query_texts=[prompt], n_results=top_k) | ||
documents, distances, metadatas = map(lambda l: list([item for sublist in l for item in sublist]), | ||
(response['documents'], response['distances'], response['metadatas'])) | ||
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return { | ||
"documents": documents, | ||
"distances": distances, | ||
"metadatas": metadatas | ||
}, None, None, None | ||
elif engine == "write": | ||
# Get or create a cluster | ||
cluster = client.get_or_create_cluster(name="my-cluster", embedding_model="bagel-text") | ||
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# Add documents to the cluster | ||
cluster.add( | ||
documents=[prompt], | ||
metadatas=[{"source": "user_input"}], | ||
ids=[f"doc_{len(cluster)}"] | ||
) | ||
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return "Document added successfully.", None, None, None | ||
else: | ||
return ( | ||
f"Unsupported engine: {engine}", | ||
None, | ||
None, | ||
None, | ||
) |
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name: stability_ai_request | ||
author: bagel | ||
version: 0.1.0 | ||
type: custom | ||
description: A tool that runs a prompt against StabilityAI. | ||
license: Apache-2.0 | ||
aea_version: '>=1.0.0, <2.0.0' | ||
fingerprint: | ||
__init__.py: bafybeibbn67pnrrm4qm3n3kbelvbs3v7fjlrjniywmw2vbizarippidtvi | ||
stabilityai_request.py: bafybeifi7i5syencul3nvplbnvporb4x2brr7ugosnvn6uyiaejsqetq7u | ||
fingerprint_ignore_patterns: [] | ||
entry_point: stabilityai_request.py | ||
callable: run | ||
dependencies: | ||
requests: {} | ||
tiktoken: | ||
version: ==0.5.1 |