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pipeline { agent none options { timestamps() } parameters{ string defaultValue: 'master', description: 'server image version', name: 'IMAGE_VERSION', trim: true choice choices: ['kubernetes', 'idc-kubernetes'], description: 'cluster name', name: 'CLUSTER_NAME' string de...
milvus/tests/benchmark/ci/main_jenkinsfile/0
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package proxy import ( "encoding/json" "fmt" "reflect" "github.com/cockroachdb/errors" "go.uber.org/zap" "github.com/milvus-io/milvus-proto/go-api/v2/commonpb" "github.com/milvus-io/milvus-proto/go-api/v2/milvuspb" "github.com/milvus-io/milvus/pkg/log" "github.com/milvus-io/milvus/pkg/util/funcutil" "githu...
milvus/internal/proxy/reScorer.go/0
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version: '3.9' networks: net: driver: bridge services: server: image: server build: context: . dockerfile: Dockerfile volumes: # Be aware that indexed data are located in "/chroma/chroma/" # Default configuration for persist_directory in chromadb/config.py # Read more...
chroma/docker-compose.yml/0
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--- sidebar_position: 4 title: Retrievers --- # Retrievers A retriever is an interface that returns documents given an unstructured query. It is more general than a vector store. A retriever does not need to be able to store documents, only to return (or retrieve) them. Vector stores can be used as the backbone of a ...
langchain/docs/docs/modules/data_connection/retrievers/index.mdx/0
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import { AzureBlobStorageFileLoader } from "langchain/document_loaders/web/azure_blob_storage_file"; const loader = new AzureBlobStorageFileLoader({ azureConfig: { connectionString: "", container: "container_name", blobName: "example.txt", }, unstructuredConfig: { apiUrl: "http://localhost:8000/g...
langchainjs/examples/src/document_loaders/azure_blob_storage_file.ts/0
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# coding=utf-8 # Copyright 2021 The Facebook Inc. and 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/LI...
transformers/src/transformers/models/wav2vec2/tokenization_wav2vec2.py/0
{ "file_path": "transformers/src/transformers/models/wav2vec2/tokenization_wav2vec2.py", "repo_id": "transformers", "token_count": 16882 }
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/* eslint-disable no-process-env */ import { test } from "@jest/globals"; import { MemgraphGraph } from "../memgraph_graph.js"; describe.skip("Memgraph Graph Tests", () => { const url = process.env.MEMGRAPH_URI as string; const username = process.env.MEMGRAPH_USERNAME as string; const password = process.env.MEM...
langchainjs/libs/langchain-community/src/graphs/tests/memgraph_graph.int.test.ts/0
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"""Test Milvus functionality.""" from typing import Any, List, Optional from langchain_core.documents import Document from langchain_community.vectorstores import Milvus from tests.integration_tests.vectorstores.fake_embeddings import ( FakeEmbeddings, fake_texts, ) def _milvus_from_texts( metadatas: Op...
langchain/libs/community/tests/integration_tests/vectorstores/test_milvus.py/0
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import multiprocessing import os from typing import BinaryIO, Optional, Union from .. import Dataset, Features, NamedSplit, config from ..formatting import query_table from ..packaged_modules.csv.csv import Csv from ..utils import tqdm as hf_tqdm from ..utils.typing import NestedDataStructureLike, PathLike from .abc i...
datasets/src/datasets/io/csv.py/0
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# Collect User Feedback in Streamlit [![Open In GitHub](https://img.shields.io/badge/GitHub-View%20source-green.svg)](https://github.com/langchain-ai/langsmith-cookbook/tree/main/./feedback-examples/streamlit/README.md) In this example, you will create a ChatGPT-like web app in Streamlit that supports streaming, cus...
langsmith-cookbook/feedback-examples/streamlit/README.md/0
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from typing import Dict, Union def sanitize( input: Union[str, Dict[str, str]], ) -> Dict[str, Union[str, Dict[str, str]]]: """ Sanitize input string or dict of strings by replacing sensitive data with placeholders. It returns the sanitized input string or dict of strings and the secure conte...
langchain/libs/community/langchain_community/utilities/opaqueprompts.py/0
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// Licensed to the LF AI & Data foundation under one // or more contributor license agreements. See the NOTICE file // distributed with this work for additional information // regarding copyright ownership. The ASF licenses this file // to you under the Apache License, Version 2.0 (the // "License"); you may not use th...
milvus/internal/proxy/accesslog/info.go/0
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# 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 r...
transformers/src/transformers/models/instructblip/convert_instructblip_original_to_pytorch.py/0
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""" Github repository reader. Retrieves the contents of a Github repository and returns a list of documents. The documents are either the contents of the files in the repository or the text extracted from the files using the parser. """ import asyncio import base64 import binascii import logging import os import path...
llama_index/llama-index-legacy/llama_index/legacy/readers/github_readers/github_repository_reader.py/0
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if ! [ -f ./dev.txt ]; then echo "Download dev dataset...." curl -L -o ./dev.txt 'https://github.com/UniversalDependencies/UD_English-EWT/raw/master/en_ewt-ud-dev.conllu' fi if ! [ -f ./test.txt ]; then echo "Download test dataset...." curl -L -o ./test.txt 'https://github.com/UniversalDependencies/UD_English-...
transformers/examples/legacy/token-classification/run_pos.sh/0
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<jupyter_start><jupyter_text>DatabricksThis notebook covers how to connect to the [Databricks runtimes](https://docs.databricks.com/runtime/index.html) and [Databricks SQL](https://www.databricks.com/product/databricks-sql) using the SQLDatabase wrapper of LangChain.It is broken into 3 parts: installation and setup, co...
langchain/cookbook/databricks_sql_db.ipynb/0
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python_sources()
llama_index/llama-index-core/llama_index/core/question_gen/BUILD/0
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python_tests( name="tests", )
llama_index/llama-index-core/tests/agent/react/BUILD/0
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use candle::{DType, Device, Tensor}; use candle_nn::VarBuilder; use candle_wasm_example_sam as sam; use wasm_bindgen::prelude::*; struct Embeddings { original_width: u32, original_height: u32, width: u32, height: u32, data: Tensor, } #[wasm_bindgen] pub struct Model { sam: sam::Sam, embedd...
candle/candle-wasm-examples/segment-anything/src/bin/m.rs/0
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from __future__ import annotations from copy import deepcopy from typing import Any, List, Optional, Sequence def _retrieve_ref(path: str, schema: dict) -> dict: components = path.split("/") if components[0] != "#": raise ValueError( "ref paths are expected to be URI fragments, meaning th...
langchain/libs/core/langchain_core/utils/json_schema.py/0
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# (Tensorflow) Inception v3 **Inception v3** is a convolutional neural network architecture from the Inception family that makes several improvements including using [Label Smoothing](https://paperswithcode.com/method/label-smoothing), Factorized 7 x 7 convolutions, and the use of an [auxiliary classifer](https://pape...
pytorch-image-models/docs/models/.templates/models/tf-inception-v3.md/0
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# Builds CPU-only Docker image of PyTorch # Uses multi-staged approach to reduce size # Stage 1 FROM python:3.8-slim as compile-image ARG DEBIAN_FRONTEND=noninteractive RUN apt update RUN apt-get install -y --no-install-recommends \ build-essential \ git \ gcc # Setup virtual environment for Docker ENV V...
accelerate/docker/accelerate-cpu/Dockerfile/0
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1
<jupyter_start><jupyter_text>Web Voyager[WebVoyager](https://arxiv.org/abs/2401.13919) by He, et. al., is a vision-enabled web-browsing agent capable of controlling the mouse and keyboard.It works by viewing annotated browser screenshots for each turn, then choosing the next step to take. The agent architecture is a ba...
langgraph/examples/web-navigation/web_voyager.ipynb/0
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from typing import List, Optional from langchain_core.documents import Document from langchain_community.document_loaders.base import BaseLoader from langchain_community.utilities.wikipedia import WikipediaAPIWrapper class WikipediaLoader(BaseLoader): """Load from `Wikipedia`. The hard limit on the length ...
langchain/libs/community/langchain_community/document_loaders/wikipedia.py/0
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import { ChatTogetherAI } from "@langchain/community/chat_models/togetherai"; import { ChatPromptTemplate } from "@langchain/core/prompts"; import { convertToOpenAITool } from "@langchain/core/utils/function_calling"; import { Calculator } from "langchain/tools/calculator"; // Use a pre-built tool const calculatorTool...
langchainjs/examples/src/models/chat/integration_togetherai_tools.ts/0
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[tool.poetry] name = "hyde" version = "0.0.1" description = "Retrieval with Hypothetical Document Embeddings (HyDE)" authors = [] readme = "README.md" [tool.poetry.dependencies] python = ">=3.8.1,<4.0" langchain = "^0.1" openai = "<2" chromadb = "^0.4.15" tiktoken = "^0.5.1" [tool.poetry.group.dev.dependencies] poeth...
langchain/templates/hyde/pyproject.toml/0
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import type { TiktokenModel } from "js-tiktoken/lite"; import { type ClientOptions, OpenAI as OpenAIClient } from "openai"; import { calculateMaxTokens } from "@langchain/core/language_models/base"; import { CallbackManagerForLLMRun } from "@langchain/core/callbacks/manager"; import { GenerationChunk, type LLMResult } ...
langchainjs/libs/langchain-openai/src/llms.ts/0
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## Running [llama2.c](https://github.com/karpathy/llama2.c) Examples Here, we provide two examples of how to run [llama2.c](https://github.com/karpathy/llama2.c) written in Rust using a Candle-compiled WASM binary and runtimes. ### Pure Rust UI To build and test the UI made in Rust you will need [Trunk](https://trun...
candle/candle-wasm-examples/llama2-c/README.md/0
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"""Robocorp Action Server toolkit.""" from __future__ import annotations import json from typing import Any, Callable, Dict, List, Optional, TypedDict from urllib.parse import urljoin import requests from langchain_core.callbacks import CallbackManagerForToolRun from langchain_core.callbacks.base import BaseCallbackH...
langchain/libs/partners/robocorp/langchain_robocorp/toolkits.py/0
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"""Generic Wrapper for chat LLMs, with sample implementations for Llama-2-chat, Llama-2-instruct and Vicuna models. """ from typing import Any, List, Optional, cast from langchain.callbacks.manager import ( AsyncCallbackManagerForLLMRun, CallbackManagerForLLMRun, ) from langchain.schema import ( AIMessage,...
langchain/libs/experimental/langchain_experimental/chat_models/llm_wrapper.py/0
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<!--Copyright 2024 The HuggingFace 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...
diffusers/docs/source/en/using-diffusers/shap-e.md/0
{ "file_path": "diffusers/docs/source/en/using-diffusers/shap-e.md", "repo_id": "diffusers", "token_count": 2475 }
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# 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 r...
transformers/src/transformers/models/encodec/convert_encodec_checkpoint_to_pytorch.py/0
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import type { TextGenerationStreamOutput } from "@huggingface/inference"; import type OpenAI from "openai"; import type { Stream } from "openai/streaming"; /** * Transform a stream of OpenAI.Chat.ChatCompletion into a stream of TextGenerationStreamOutput */ export async function* openAIChatToTextGenerationStream( c...
chat-ui/src/lib/server/endpoints/openai/openAIChatToTextGenerationStream.ts/0
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import { LlamaModel, LlamaContext } from "node-llama-cpp"; import { Embeddings, type EmbeddingsParams } from "@langchain/core/embeddings"; import { LlamaBaseCppInputs, createLlamaModel, createLlamaContext, } from "../utils/llama_cpp.js"; /** * Note that the modelPath is the only required parameter. For testing ...
langchainjs/libs/langchain-community/src/embeddings/llama_cpp.ts/0
{ "file_path": "langchainjs/libs/langchain-community/src/embeddings/llama_cpp.ts", "repo_id": "langchainjs", "token_count": 1015 }
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from llama_index.tools.shopify.base import ShopifyToolSpec __all__ = ["ShopifyToolSpec"]
llama_index/llama-index-integrations/tools/llama-index-tools-shopify/llama_index/tools/shopify/__init__.py/0
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from typing import Optional import numpy as np import pytest from langchain_core.documents import Document from langchain_community.vectorstores import Qdrant from tests.integration_tests.vectorstores.fake_embeddings import ( ConsistentFakeEmbeddings, ) from tests.integration_tests.vectorstores.qdrant.async_api.f...
langchain/libs/community/tests/integration_tests/vectorstores/qdrant/async_api/test_similarity_search.py/0
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# coding=utf-8 # Copyright 2024 HuggingFace Inc. # # 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 ag...
diffusers/examples/dreambooth/test_dreambooth_lora.py/0
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from langchain_community.vectorstores.myscale import ( MyScale, MyScaleSettings, MyScaleWithoutJSON, ) __all__ = ["MyScaleSettings", "MyScale", "MyScaleWithoutJSON"]
langchain/libs/langchain/langchain/vectorstores/myscale.py/0
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"""Callback handler for promptlayer.""" from __future__ import annotations import datetime from typing import TYPE_CHECKING, Any, Callable, Dict, List, Optional, Tuple from uuid import UUID from langchain_core.callbacks import BaseCallbackHandler from langchain_core.messages import ( AIMessage, BaseMessage, ...
langchain/libs/community/langchain_community/callbacks/promptlayer_callback.py/0
{ "file_path": "langchain/libs/community/langchain_community/callbacks/promptlayer_callback.py", "repo_id": "langchain", "token_count": 2638 }
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package funcutil import ( "encoding/binary" "math" "github.com/cockroachdb/errors" "github.com/golang/protobuf/proto" "github.com/milvus-io/milvus-proto/go-api/v2/commonpb" "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" ) func FieldDataToPlaceholderGroupBytes(fieldData *schemapb.FieldData) ([]byte, er...
milvus/pkg/util/funcutil/placeholdergroup.go/0
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import os import time import uuid from typing import Generator, Iterator, List import pytest from langchain_core.documents import Document from langchain_community.document_loaders import TextLoader from langchain_community.embeddings import OpenAIEmbeddings from langchain_community.vectorstores import MomentoVectorI...
langchain/libs/community/tests/integration_tests/vectorstores/test_momento_vector_index.py/0
{ "file_path": "langchain/libs/community/tests/integration_tests/vectorstores/test_momento_vector_index.py", "repo_id": "langchain", "token_count": 2657 }
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<!--Copyright 2023 The HuggingFace 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...
transformers/docs/source/ja/tasks/text-to-speech.md/0
{ "file_path": "transformers/docs/source/ja/tasks/text-to-speech.md", "repo_id": "transformers", "token_count": 12020 }
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<!--Copyright 2023 The HuggingFace 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...
transformers/docs/source/en/model_doc/idefics.md/0
{ "file_path": "transformers/docs/source/en/model_doc/idefics.md", "repo_id": "transformers", "token_count": 776 }
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import xml.etree.ElementTree as ET import pytest from llama_index.readers.file.xml import XMLReader # Sample XML data for testing SAMPLE_XML = """<?xml version="1.0" encoding="UTF-8"?> <data> <item type="fruit"> <name>Apple</name> <color>Red</color> <price>1.20</price> </item> <ite...
llama_index/llama-index-integrations/readers/llama-index-readers-file/tests/test_xml.py/0
{ "file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-file/tests/test_xml.py", "repo_id": "llama_index", "token_count": 706 }
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<jupyter_start><jupyter_text>Jina 8K Context Window EmbeddingsHere we show you how to use `jina-embeddings-v2` which support an 8k context length and is on-par with `text-embedding-ada-002`<jupyter_code>%pip install llama-index-embeddings-huggingface %pip install llama-index-embeddings-openai import nest_asyncio nest_...
llama_index/docs/examples/embeddings/jina_embeddings.ipynb/0
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# SPNASNet **Single-Path NAS** is a novel differentiable NAS method for designing hardware-efficient ConvNets in less than 4 hours. {% include 'code_snippets.md' %} ## How do I train this model? You can follow the [timm recipe scripts](https://rwightman.github.io/pytorch-image-models/scripts/) for training a new mo...
pytorch-image-models/docs/models/.templates/models/spnasnet.md/0
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import * as uuid from "uuid"; import type { WeaviateClient, WeaviateObject, WhereFilter, } from "weaviate-ts-client"; import { MaxMarginalRelevanceSearchOptions, VectorStore, } from "@langchain/core/vectorstores"; import type { EmbeddingsInterface } from "@langchain/core/embeddings"; import { Document } from ...
langchainjs/libs/langchain-weaviate/src/vectorstores.ts/0
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import { test, expect } from "@jest/globals"; import { ChatOpenAI } from "@langchain/openai"; import type { ChatPromptTemplate } from "@langchain/core/prompts"; import { TavilySearchResults } from "@langchain/community/tools/tavily_search"; import { pull } from "../../hub.js"; import { AgentExecutor, createStructuredCh...
langchainjs/langchain/src/agents/tests/create_structured_chat_agent.int.test.ts/0
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"""Init file."""
llama_index/llama-index-legacy/tests/embeddings/__init__.py/0
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package cgoconverter import ( "bytes" "fmt" "testing" "github.com/milvus-io/milvus/pkg/util/hardware" ) func TestBytesConverter(t *testing.T) { data := []byte("bytes converter test\n") length := len(data) cbytes := copyToCBytes(data) lease, goBytes := UnsafeGoBytes(&cbytes, length) defer Release(lease) eq...
milvus/internal/util/cgoconverter/bytes_converter_test.go/0
{ "file_path": "milvus/internal/util/cgoconverter/bytes_converter_test.go", "repo_id": "milvus", "token_count": 704 }
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// Copyright (C) 2019-2020 Zilliz. 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 l...
milvus/internal/core/src/query/generated/PlanNodeVisitor.h/0
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// Copyright (C) 2019-2020 Zilliz. 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 l...
milvus/internal/mq/mqimpl/rocksmq/client/consumer_impl_test.go/0
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// Licensed to the LF AI & Data foundation under one // or more contributor license agreements. See the NOTICE file // distributed with this work for additional information // regarding copyright ownership. The ASF licenses this file // to you under the Apache License, Version 2.0 (the // "License"); you may not use th...
milvus/pkg/common/error.go/0
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<jupyter_start><jupyter_text>Amazon API Gateway >[Amazon API Gateway](https://aws.amazon.com/api-gateway/) is a fully managed service that makes it easy for developers to create, publish, maintain, monitor, and secure APIs at any >scale. APIs act as the "front door" for applications to access data, business logic, or f...
langchain/docs/docs/integrations/llms/amazon_api_gateway.ipynb/0
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# coding=utf-8 # Copyright 2020 The Google AI Language Team Authors, Allegro.pl, Facebook Inc. and the HuggingFace Inc. team. # # 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://ww...
transformers/src/transformers/models/herbert/tokenization_herbert.py/0
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version: "3" services: test-langchain-with-latest-deps: image: node:18 environment: PUPPETEER_SKIP_DOWNLOAD: "true" PLAYWRIGHT_SKIP_BROWSER_DOWNLOAD: "true" working_dir: /app volumes: - ../langchain:/langchain - ./scripts:/scripts command: bash /scripts/test-langchain-with-...
langchainjs/dependency_range_tests/docker-compose.yml/0
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# Deployment You've built your LangChain app and now you're looking to deploy it to production? You've come to the right place. This guide will walk you through the options you have for deploying your app, and the considerations you should make when doing so. ## Overview LangChain is a library for building applicati...
langchainjs/docs/core_docs/docs/production/deployment.mdx/0
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#!/usr/bin/env python # coding=utf-8 # Copyright The HuggingFace Team and 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.ap...
transformers/examples/pytorch/multiple-choice/run_swag.py/0
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# coding=utf-8 # Copyright 2021, 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 ...
transformers/tests/models/mbart/test_modeling_mbart.py/0
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from __future__ import annotations import re from typing import Any, Dict, List, Optional from langchain_community.graphs import NeptuneGraph from langchain_core.callbacks import CallbackManagerForChainRun from langchain_core.language_models import BaseLanguageModel from langchain_core.prompts.base import BasePromptT...
langchain/libs/langchain/langchain/chains/graph_qa/neptune_cypher.py/0
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[ { "suite_params": [ { "suite": "locust_mix.yaml", "image_type": "cpu" } ] } ]
milvus/tests/benchmark/milvus_benchmark/scheduler/locust_mix_debug.json/0
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from langchain_community.retrievers.elastic_search_bm25 import ( ElasticSearchBM25Retriever, ) __all__ = ["ElasticSearchBM25Retriever"]
langchain/libs/langchain/langchain/retrievers/elastic_search_bm25.py/0
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// Code generated by mockery v2.32.4. DO NOT EDIT. package allocator import mock "github.com/stretchr/testify/mock" // MockAllocator is an autogenerated mock type for the Interface type type MockAllocator struct { mock.Mock } type MockAllocator_Expecter struct { mock *mock.Mock } func (_m *MockAllocator) EXPECT(...
milvus/internal/allocator/mock_allcoator.go/0
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import os from typing import Any, Callable, Optional, Sequence from llama_index.legacy.bridge.pydantic import Field, PrivateAttr from llama_index.legacy.callbacks import CallbackManager from llama_index.legacy.constants import ( DEFAULT_CONTEXT_WINDOW, DEFAULT_NUM_OUTPUTS, DEFAULT_TEMPERATURE, ) from llama...
llama_index/llama-index-legacy/llama_index/legacy/llms/predibase.py/0
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from __future__ import annotations from typing import TYPE_CHECKING, Optional from langchain.callbacks.base import BaseCallbackHandler from langchain.callbacks.streamlit.streamlit_callback_handler import ( LLMThoughtLabeler as LLMThoughtLabeler, ) from langchain.callbacks.streamlit.streamlit_callback_handler impo...
langchain/libs/langchain/langchain/callbacks/streamlit/__init__.py/0
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"""Pandas AI loader.""" from pathlib import Path from tempfile import TemporaryDirectory from typing import Any, List, Optional import numpy as np import pandas as pd from llama_index.core.readers.base import BaseReader from llama_index.core.schema import Document from llama_index.readers.file import PandasCSVReader ...
llama_index/llama-index-integrations/readers/llama-index-readers-pandas-ai/llama_index/readers/pandas_ai/base.py/0
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import logging import os import time from argparse import Namespace from pathlib import Path import datasets import torch from accelerate import Accelerator, DistributedType from accelerate.utils import ProjectConfiguration from arguments import TrainingArguments from datasets import load_dataset from huggingface_hub ...
transformers/examples/research_projects/codeparrot/scripts/codeparrot_training.py/0
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# coding=utf-8 # Copyright 2022 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 r...
transformers/src/transformers/models/vilt/image_processing_vilt.py/0
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import { AzureAISearchVectorStore, AzureAISearchQueryType, } from "@langchain/community/vectorstores/azure_aisearch"; import { ChatPromptTemplate } from "@langchain/core/prompts"; import { ChatOpenAI, OpenAIEmbeddings } from "@langchain/openai"; import { createStuffDocumentsChain } from "langchain/chains/combine_do...
langchainjs/examples/src/indexes/vector_stores/azure_aisearch/azure_aisearch.ts/0
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871
python_sources()
llama_index/llama-index-legacy/llama_index/legacy/program/BUILD/0
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"""LLM Types. Maintain this file for backwards compat. """ from llama_index.legacy.core.llms.types import ( ChatMessage, ChatResponse, ChatResponseAsyncGen, ChatResponseGen, CompletionResponse, CompletionResponseAsyncGen, CompletionResponseGen, LLMMetadata, MessageRole, ) __all__...
llama_index/llama-index-legacy/llama_index/legacy/llms/types.py/0
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# coding=utf-8 # Copyright 2022 The EleutherAI and HuggingFace Teams. 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 #...
transformers/src/transformers/models/gptj/modeling_tf_gptj.py/0
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import asyncio import json import logging from typing import Any, Callable, Dict, List, Optional, Tuple from llama_index.core.base.base_query_engine import BaseQueryEngine from llama_index.core.base.response.schema import Response from llama_index.core.indices.struct_store.sql_retriever import ( BaseSQLParser, ...
llama_index/llama-index-core/llama_index/core/query_engine/jsonalyze_query_engine.py/0
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// Licensed to the LF AI & Data foundation under one // or more contributor license agreements. See the NOTICE file // distributed with this work for additional information // regarding copyright ownership. The ASF licenses this file // to you under the Apache License, Version 2.0 (the // "License"); you may not use th...
milvus/pkg/util/cache/hash.go/0
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import logging import os import random import string import tempfile import traceback from copy import deepcopy from pathlib import Path from typing import Any, Dict, List, Optional, Sequence, Union from langchain_core.agents import AgentAction, AgentFinish from langchain_core.callbacks import BaseCallbackHandler from...
langchain/libs/community/langchain_community/callbacks/mlflow_callback.py/0
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230
{ "fp16": { "enabled": "auto", "loss_scale": 0, "loss_scale_window": 1000, "initial_scale_power": 16, "hysteresis": 2, "min_loss_scale": 1 }, "bf16": { "enabled": "auto" }, "optimizer": { "type": "AdamW", "params": { ...
accelerate/tests/deepspeed/ds_config_zero2.json/0
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python_sources()
llama_index/llama-index-core/llama_index/core/indices/composability/BUILD/0
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# coding=utf-8 # Copyright 2022 The OpenBMB Team and The HuggingFace Inc. team. # # 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 r...
transformers/tests/models/cpmant/test_tokenization_cpmant.py/0
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778
--- sidebar_position: 0 --- # Quickstart ## Overview We'll go over an example of how to design and implement an LLM-powered chatbot. Here are a few of the high-level components we'll be working with: - `Chat Models`. The chatbot interface is based around messages rather than raw text, and therefore is best suited t...
langchainjs/docs/core_docs/docs/use_cases/chatbots/quickstart.mdx/0
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import json import logging import os import subprocess from argparse import ArgumentParser logger = logging.getLogger(__name__) def parse_args(): parser = ArgumentParser() parsed, unknown = parser.parse_known_args() for arg in unknown: if arg.startswith(("-", "--")): parser.add_argum...
transformers/tests/sagemaker/scripts/pytorch/run_ddp.py/0
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# LlamaIndex Output_Parsers Integration: Langchain
llama_index/llama-index-integrations/output_parsers/llama-index-output-parsers-langchain/README.md/0
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python_tests( name="tests", )
llama_index/llama-index-core/tests/ingestion/BUILD/0
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--- hide_table_of_contents: true --- # Blockchain Data This example shows how to load blockchain data, including NFT metadata and transactions for a contract address, via the sort.xyz SQL API. You will need a free Sort API key, visiting sort.xyz to obtain one. import CodeBlock from "@theme/CodeBlock"; import Exampl...
langchainjs/docs/core_docs/docs/integrations/document_loaders/web_loaders/sort_xyz_blockchain.mdx/0
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<!--- Copyright 2022 The HuggingFace 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 ...
transformers/examples/research_projects/layoutlmv3/README.md/0
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from typing import List from langchain_community.document_loaders.unstructured import UnstructuredFileLoader class UnstructuredHTMLLoader(UnstructuredFileLoader): """Load `HTML` files using `Unstructured`. You can run the loader in one of two modes: "single" and "elements". If you use "single" mode, the...
langchain/libs/community/langchain_community/document_loaders/html.py/0
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import inspect from typing import Callable, List, Optional, Union import PIL.Image import torch from transformers import CLIPImageProcessor, CLIPTextModel, CLIPTokenizer, CLIPVisionModel from ....models import AutoencoderKL, UNet2DConditionModel from ....schedulers import KarrasDiffusionSchedulers from ....utils impo...
diffusers/src/diffusers/pipelines/deprecated/versatile_diffusion/pipeline_versatile_diffusion.py/0
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245
from llama_index.callbacks.openinference.base import OpenInferenceCallbackHandler from llama_index.core.callbacks.base_handler import BaseCallbackHandler def test_handler_callable(): names_of_base_classes = [b.__name__ for b in OpenInferenceCallbackHandler.__mro__] assert BaseCallbackHandler.__name__ in names...
llama_index/llama-index-integrations/callbacks/llama-index-callbacks-openinference/tests/test_openinference_callback.py/0
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1,248
// Code generated by mockery v2.32.4. DO NOT EDIT. package cluster import ( context "context" internalpb "github.com/milvus-io/milvus/internal/proto/internalpb" mock "github.com/stretchr/testify/mock" querypb "github.com/milvus-io/milvus/internal/proto/querypb" streamrpc "github.com/milvus-io/milvus/internal/...
milvus/internal/querynodev2/cluster/mock_worker.go/0
{ "file_path": "milvus/internal/querynodev2/cluster/mock_worker.go", "repo_id": "milvus", "token_count": 5531 }
1,985
"""Init params."""
llama_index/llama-index-legacy/tests/indices/document_summary/__init__.py/0
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1,733
<jupyter_start><jupyter_text>Tools as OpenAI FunctionsThis notebook goes over how to use LangChain tools as OpenAI functions.<jupyter_code>%pip install -qU langchain-community langchain-openai from langchain_community.tools import MoveFileTool from langchain_core.messages import HumanMessage from langchain_core.utils.f...
langchain/docs/docs/modules/agents/tools/tools_as_openai_functions.ipynb/0
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"""Init params."""
llama_index/llama-index-core/llama_index/core/agent/custom/__init__.py/0
{ "file_path": "llama_index/llama-index-core/llama_index/core/agent/custom/__init__.py", "repo_id": "llama_index", "token_count": 6 }
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"""Multi-Modal Evaluation Modules.""" from llama_index.core.evaluation.multi_modal.faithfulness import ( MultiModalFaithfulnessEvaluator, ) from llama_index.core.evaluation.multi_modal.relevancy import ( MultiModalRelevancyEvaluator, ) __all__ = ["MultiModalRelevancyEvaluator", "MultiModalFaithfulnessEvaluato...
llama_index/llama-index-core/llama_index/core/evaluation/multi_modal/__init__.py/0
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from llama_index.core.readers.base import BaseReader from llama_index.readers.minio import BotoMinioReader, MinioReader def test_class(): names_of_base_classes = [b.__name__ for b in BotoMinioReader.__mro__] assert BaseReader.__name__ in names_of_base_classes names_of_base_classes = [b.__name__ for b in ...
llama_index/llama-index-integrations/readers/llama-index-readers-minio/tests/test_readers_minio.py/0
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1,404
from llama_index.readers.file.mbox.base import MboxReader __all__ = ["MboxReader"]
llama_index/llama-index-integrations/readers/llama-index-readers-file/llama_index/readers/file/mbox/__init__.py/0
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1,368
from langchain_community.llms.tongyi import ( Tongyi, ) __all__ = [ "Tongyi", ]
langchain/libs/langchain/langchain/llms/tongyi.py/0
{ "file_path": "langchain/libs/langchain/langchain/llms/tongyi.py", "repo_id": "langchain", "token_count": 42 }
544
kind: IOChaos apiVersion: chaos-mesh.org/v1alpha1 metadata: name: test-minio-io-latency namespace: chaos-testing spec: selector: namespaces: - chaos-testing labelSelectors: app: minio release: milvus-chaos mode: all action: latency delay: 10ms methods: - read - write ...
milvus/tests/python_client/chaos/chaos_objects/io_latency/chaos_minio_io_latency.yaml/0
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2,019
from langchain_community.chat_message_histories.elasticsearch import ( ElasticsearchChatMessageHistory, ) __all__ = ["ElasticsearchChatMessageHistory"]
langchain/libs/langchain/langchain/memory/chat_message_histories/elasticsearch.py/0
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569
/*! ************************************************************************** * Deformable DETR * Copyright (c) 2020 SenseTime. All Rights Reserved. * Licensed under the Apache License, Version 2.0 [see LICENSE for details] ************************************************************************** * Modified from DCN ...
transformers/src/transformers/kernels/deformable_detr/cuda/ms_deform_im2col_cuda.cuh/0
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import { test, expect } from "@jest/globals"; import { DataSource } from "typeorm"; import { getPromptTemplateFromDataSource, verifyIgnoreTablesExistInDatabase, verifyIncludeTablesExistInDatabase, } from "../sql_utils.js"; import { SQL_SQLITE_PROMPT } from "../../chains/sql_db/sql_db_prompt.js"; test("Find inclu...
langchainjs/langchain/src/util/tests/sql_utils.test.ts/0
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# coding=utf-8 # Copyright 2023 Google AI and 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....
transformers/src/transformers/models/vivit/modeling_vivit.py/0
{ "file_path": "transformers/src/transformers/models/vivit/modeling_vivit.py", "repo_id": "transformers", "token_count": 12679 }
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