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"""Code to ingest blob into a vectorstore. Code is responsible for taking binary data, parsing it and then indexing it into a vector store. This code should be agnostic to how the blob got generated; i.e., it does not know about server/uploading etc. """ from typing import List from langchain.text_splitter import Te...
opengpts/backend/app/ingest.py/0
{ "file_path": "opengpts/backend/app/ingest.py", "repo_id": "opengpts", "token_count": 530 }
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insert_performance: collections: - server: db_config.primary_path: /test/milvus/db_data_gpu/deep_1b_1024_96_ip_ivf cache_config.cpu_cache_capacity: 8 engine_config.use_blas_threshold: 1100 engine_config.gpu_search_threshold: 1 gpu_resource_config.enable: false ...
milvus/tests/benchmark/milvus_benchmark/suites/insert_performance_deep1b.yaml/0
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# LlamaIndex Callbacks Integration: DeepEval
llama_index/llama-index-integrations/callbacks/llama-index-callbacks-deepeval/README.md/0
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import logging from abc import abstractmethod from typing import Any, Dict, Generic, List, Optional, Type import pandas as pd from llama_index.core.llms import LLM from llama_index.core.schema import BaseNode, TextNode from llama_index.core.service_context import ServiceContext from llama_index.core.types import BaseP...
llama_index/llama-index-integrations/program/llama-index-program-evaporate/llama_index/program/evaporate/base.py/0
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/* eslint-disable import/no-extraneous-dependencies */ import { defineSchema, defineTable } from "convex/server"; import { v } from "convex/values"; export default defineSchema({ documents: defineTable({ embedding: v.array(v.number()), text: v.string(), metadata: v.any(), }).vectorIndex("byEmbedding",...
langchainjs/libs/langchain-community/src/vectorstores/tests/convex/convex/schema.ts/0
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"""Implement an LLM driven browser.""" from __future__ import annotations import warnings from typing import Any, Dict, List, Optional from langchain_community.llms.openai import OpenAI from langchain_core.callbacks import CallbackManagerForChainRun from langchain_core.language_models import BaseLanguageModel from la...
langchain/libs/langchain/langchain/chains/natbot/base.py/0
{ "file_path": "langchain/libs/langchain/langchain/chains/natbot/base.py", "repo_id": "langchain", "token_count": 1949 }
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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 ...
transformers/docs/source/en/model_memory_anatomy.md/0
{ "file_path": "transformers/docs/source/en/model_memory_anatomy.md", "repo_id": "transformers", "token_count": 3290 }
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# Normalizers <tokenizerslangcontent> <python> ## BertNormalizer [[autodoc]] tokenizers.normalizers.BertNormalizer ## Lowercase [[autodoc]] tokenizers.normalizers.Lowercase ## NFC [[autodoc]] tokenizers.normalizers.NFC ## NFD [[autodoc]] tokenizers.normalizers.NFD ## NFKC [[autodoc]] tokenizers.normalizers.NF...
tokenizers/docs/source-doc-builder/api/normalizers.mdx/0
{ "file_path": "tokenizers/docs/source-doc-builder/api/normalizers.mdx", "repo_id": "tokenizers", "token_count": 350 }
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""" Convolution with Weight Standardization (StdConv and ScaledStdConv) StdConv: @article{weightstandardization, author = {Siyuan Qiao and Huiyu Wang and Chenxi Liu and Wei Shen and Alan Yuille}, title = {Weight Standardization}, journal = {arXiv preprint arXiv:1903.10520}, year = {2019}, } Code:...
pytorch-image-models/timm/layers/std_conv.py/0
{ "file_path": "pytorch-image-models/timm/layers/std_conv.py", "repo_id": "pytorch-image-models", "token_count": 2483 }
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<jupyter_start><jupyter_text>GitHubThis notebooks shows how you can load issues and pull requests (PRs) for a given repository on [GitHub](https://github.com/). Also shows how you can load github files for a given repository on [GitHub](https://github.com/). We will use the LangChain Python repository as an example. S...
langchain/docs/docs/integrations/document_loaders/github.ipynb/0
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#!/usr/bin/env python3 # Copyright 2018 CMU 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 requir...
transformers/examples/research_projects/bertology/run_bertology.py/0
{ "file_path": "transformers/examples/research_projects/bertology/run_bertology.py", "repo_id": "transformers", "token_count": 7347 }
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package planparserv2 import ( "testing" "github.com/stretchr/testify/assert" "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" "github.com/milvus-io/milvus/internal/proto/planpb" ) func Test_relationalCompatible(t *testing.T) { type args struct { t1 schemapb.DataType t2 schemapb.DataType } tests := ...
milvus/internal/parser/planparserv2/utils_test.go/0
{ "file_path": "milvus/internal/parser/planparserv2/utils_test.go", "repo_id": "milvus", "token_count": 3810 }
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import multiprocessing import numbers import random import numpy import threading import pytest import pandas as pd import decimal from decimal import Decimal, getcontext from time import sleep import heapq from base.client_base import TestcaseBase from utils.util_log import test_log as log from common import common_f...
milvus/tests/python_client/milvus_client/test_milvus_client_query.py/0
{ "file_path": "milvus/tests/python_client/milvus_client/test_milvus_client_query.py", "repo_id": "milvus", "token_count": 5322 }
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search_performance: collections: - server: db_config.primary_path: /test/milvus/db_data_011/filter/sift_10m_128_l2/ cache_config.cpu_cache_capacity: 32GB engine_config.use_blas_threshold: 0 engine_config.gpu_search_threshold: 100 gpu_resource_config.enable: tru...
milvus/tests/benchmark/milvus_benchmark/suites/011_cpu_search_sift10m_filter.yaml/0
{ "file_path": "milvus/tests/benchmark/milvus_benchmark/suites/011_cpu_search_sift10m_filter.yaml", "repo_id": "milvus", "token_count": 1646 }
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<!DOCTYPE html> <html lang="en"> <head> <meta charset="UTF-8" /> <link rel="icon" type="image/svg+xml" href="/vite.svg" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /> <title>Vite + TS</title> </head> <body> <div id="app"></div> <script type="module" src="/src/m...
langchainjs/environment_tests/test-exports-vite/index.html/0
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Multistep Query Engine ======================= .. automodule:: llama_index.core.query_engine.multistep_query_engine :members: :inherited-members: .. :exclude-members: index_struct, query, set_llm_predictor, set_prompt_helper
llama_index/docs/api_reference/query/query_engines/multistep_query_engine.rst/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/dinat/configuration_dinat.py/0
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"""Simple keyword-table based index. Similar to KeywordTableIndex, but uses a simpler keyword extraction technique that doesn't involve GPT - just uses regex. """ from typing import Any, Set, Union from llama_index.core.base.base_retriever import BaseRetriever from llama_index.core.indices.keyword_table.base import...
llama_index/llama-index-core/llama_index/core/indices/keyword_table/simple_base.py/0
{ "file_path": "llama_index/llama-index-core/llama_index/core/indices/keyword_table/simple_base.py", "repo_id": "llama_index", "token_count": 488 }
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# Copyright 2024 Custom Diffusion authors. 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 appl...
diffusers/examples/custom_diffusion/retrieve.py/0
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<p align="center"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://huggingface.co/datasets/huggingface/documentation-images/raw/main/datasets-logo-dark.svg"> <source media="(prefers-color-scheme: light)" srcset="https://huggingface.co/datasets/huggingface/documentation-images/raw/main/d...
datasets/README.md/0
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"""Classification of logical fallacies in Natural Language Arguments \ from https://arxiv.org/pdf/2212.07425.pdf """ from typing import Dict from langchain_experimental.fallacy_removal.models import LogicalFallacy FALLACIES: Dict[str, LogicalFallacy] = { "adhominem": LogicalFallacy( name="adhominem", ...
langchain/libs/experimental/langchain_experimental/fallacy_removal/fallacies.py/0
{ "file_path": "langchain/libs/experimental/langchain_experimental/fallacy_removal/fallacies.py", "repo_id": "langchain", "token_count": 3488 }
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from langchain_community.tools.google_serper.tool import ( GoogleSerperResults, GoogleSerperRun, ) """Google Serper API Toolkit.""" """Tool for the Serer.dev Google Search API.""" __all__ = ["GoogleSerperRun", "GoogleSerperResults"]
langchain/libs/langchain/langchain/tools/google_serper/__init__.py/0
{ "file_path": "langchain/libs/langchain/langchain/tools/google_serper/__init__.py", "repo_id": "langchain", "token_count": 80 }
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from langchain_community.document_loaders.rtf import UnstructuredRTFLoader __all__ = ["UnstructuredRTFLoader"]
langchain/libs/langchain/langchain/document_loaders/rtf.py/0
{ "file_path": "langchain/libs/langchain/langchain/document_loaders/rtf.py", "repo_id": "langchain", "token_count": 37 }
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<jupyter_start><jupyter_text>Stock Market Data Query EngineHere we showcase our `StockMarketDataQueryEnginePack`.<jupyter_code>%pip install llama-index-llms-openai from llama_index.core.llama_pack import download_llama_pack StockMarketDataQueryEnginePack = download_llama_pack( "StockMarketDataQueryEnginePack", ...
llama_index/llama-index-packs/llama-index-packs-stock-market-data-query-engine/examples/stock_market_data_query_engine.ipynb/0
{ "file_path": "llama_index/llama-index-packs/llama-index-packs-stock-market-data-query-engine/examples/stock_market_data_query_engine.ipynb", "repo_id": "llama_index", "token_count": 559 }
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import pytest import random from common import common_func as cf from common import common_type as ct from common.common_type import CaseLabel, CheckTasks from common.milvus_sys import MilvusSys from utils.util_pymilvus import * from deploy.base import TestDeployBase from deploy import common as dc from deploy.common i...
milvus/tests/python_client/deploy/testcases/test_action_after_reinstall.py/0
{ "file_path": "milvus/tests/python_client/deploy/testcases/test_action_after_reinstall.py", "repo_id": "milvus", "token_count": 4729 }
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[build-system] build-backend = "poetry.core.masonry.api" requires = ["poetry-core"] [tool.codespell] check-filenames = true check-hidden = true skip = "*.csv,*.html,*.json,*.jsonl,*.pdf,*.txt,*.ipynb" [tool.mypy] disallow_untyped_defs = true exclude = ["_static", "build", "examples", "notebooks", "venv"] ignore_missi...
llama_index/llama-index-integrations/callbacks/llama-index-callbacks-uptrain/pyproject.toml/0
{ "file_path": "llama_index/llama-index-integrations/callbacks/llama-index-callbacks-uptrain/pyproject.toml", "repo_id": "llama_index", "token_count": 602 }
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# MLflow AI Gateway :::warning MLflow AI Gateway has been deprecated. Please use [MLflow Deployments for LLMs](./mlflow) instead. ::: >[The MLflow AI Gateway](https://www.mlflow.org/docs/latest/gateway/index) service is a powerful tool designed to streamline the usage and management of various large > language mod...
langchain/docs/docs/integrations/providers/mlflow_ai_gateway.mdx/0
{ "file_path": "langchain/docs/docs/integrations/providers/mlflow_ai_gateway.mdx", "repo_id": "langchain", "token_count": 1423 }
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# Copyright 2020 The HuggingFace Datasets Authors. # # 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 ...
datasets/metrics/cuad/cuad.py/0
{ "file_path": "datasets/metrics/cuad/cuad.py", "repo_id": "datasets", "token_count": 2242 }
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poetry_requirements( name="poetry", )
llama_index/llama-index-integrations/tools/llama-index-tools-cogniswitch/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/tools/llama-index-tools-cogniswitch/BUILD", "repo_id": "llama_index", "token_count": 18 }
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# Security Policy ## Supported Versions <!-- Use this section to tell people about which versions of your project are currently being supported with security updates. | Version | Supported | | ------- | ------------------ | | 5.1.x | :white_check_mark: | | 5.0.x | :x: | | 4.0.x | :white_...
datasets/SECURITY.md/0
{ "file_path": "datasets/SECURITY.md", "repo_id": "datasets", "token_count": 306 }
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# Youtube Transcript Loader This loader fetches the text transcript of Youtube videos using the `youtube_transcript_api` Python package. ## Usage To use this loader, you will need to first `pip install youtube_transcript_api`. Then, simply pass an array of YouTube links into `load_data`: ```python from llama_hub.y...
llama_index/llama-index-integrations/readers/llama-index-readers-youtube-transcript/README.md/0
{ "file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-youtube-transcript/README.md", "repo_id": "llama_index", "token_count": 407 }
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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 agreed...
transformers/docs/source/it/big_models.md/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 agreed...
transformers/docs/source/hi/pipeline_tutorial.md/0
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# Metric Card for FrugalScore ## Metric Description FrugalScore is a reference-based metric for Natural Language Generation (NLG) model evaluation. It is based on a distillation approach that allows to learn a fixed, low cost version of any expensive NLG metric, while retaining most of its original performance. The ...
datasets/metrics/frugalscore/README.md/0
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# 🦜️🔗 LangChain 🤝 Streamlit agent examples [![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://codespaces.new/langchain-ai/streamlit-agent?quickstart=1) This repository contains reference implementations of various LangChain agents as Streamlit apps including: - `basic_streaming.py`: S...
streamlit-agent/README.md/0
{ "file_path": "streamlit-agent/README.md", "repo_id": "streamlit-agent", "token_count": 1257 }
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python_sources()
llama_index/llama-index-integrations/readers/llama-index-readers-google/llama_index/readers/google/calendar/BUILD/0
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from llama_index.vector_stores.supabase.base import SupabaseVectorStore __all__ = ["SupabaseVectorStore"]
llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-supabase/llama_index/vector_stores/supabase/__init__.py/0
{ "file_path": "llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-supabase/llama_index/vector_stores/supabase/__init__.py", "repo_id": "llama_index", "token_count": 32 }
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#!/bin/bash #SBATCH --job-name=trl #SBATCH --partition=hopper-prod #SBATCH --gpus-per-task={{gpus_per_task}} #SBATCH --cpus-per-gpu={{cpus_per_gpu}} #SBATCH --ntasks={{ntasks}} #SBATCH --output=slurm/logs/%x_%j.out #SBATCH --array={{array}} ##SBATCH --exclude=ip-26-0-149-199 module load cuda/12.1 {{nodes}} seeds={{s...
trl/benchmark/trl.slurm_template/0
{ "file_path": "trl/benchmark/trl.slurm_template", "repo_id": "trl", "token_count": 217 }
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from llama_index.core.readers.base import BaseReader from llama_index.readers.feishu_docs import FeishuDocsReader def test_class(): names_of_base_classes = [b.__name__ for b in FeishuDocsReader.__mro__] assert BaseReader.__name__ in names_of_base_classes
llama_index/llama-index-integrations/readers/llama-index-readers-feishu-docs/tests/test_readers_feishu_docs.py/0
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python_sources()
llama_index/llama-index-legacy/llama_index/legacy/tts/BUILD/0
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package common import ( "errors" ) var ( // Tenant errors ErrTenantNotFound = errors.New("tenant not found") ErrTenantUniqueConstraintViolation = errors.New("tenant unique constraint violation") // Database errors ErrDatabaseNotFound = errors.New("database not found") ErrData...
chroma/go/coordinator/internal/common/errors.go/0
{ "file_path": "chroma/go/coordinator/internal/common/errors.go", "repo_id": "chroma", "token_count": 585 }
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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/visitors/ExtractInfoPlanNodeVisitor.cpp/0
{ "file_path": "milvus/internal/core/src/query/visitors/ExtractInfoPlanNodeVisitor.cpp", "repo_id": "milvus", "token_count": 924 }
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import os from langchain_community.embeddings import VertexAIEmbeddings from langchain_community.llms import VertexAI from langchain_community.vectorstores import MatchingEngine from langchain_core.output_parsers import StrOutputParser from langchain_core.prompts import PromptTemplate from langchain_core.pydantic_v1 i...
langchain/templates/rag-matching-engine/rag_matching_engine/chain.py/0
{ "file_path": "langchain/templates/rag-matching-engine/rag_matching_engine/chain.py", "repo_id": "langchain", "token_count": 865 }
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import logging import os import tempfile from typing import Any, Iterator, List from langchain_core.documents import Document from langchain_community.document_loaders.base import BaseLoader from langchain_community.document_loaders.unstructured import UnstructuredFileLoader logger = logging.getLogger(__name__) cl...
langchain/libs/community/langchain_community/document_loaders/baiducloud_bos_file.py/0
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<jupyter_start><jupyter_text>Retriever Query Engine with Custom Retrievers - Simple Hybrid SearchIn this tutorial, we show you how to define a very simple version of hybrid search! Combine keyword lookup retrieval with vector retrieval using "AND" and "OR" conditions. Setup If you're opening this Notebook on colab, yo...
llama_index/docs/examples/query_engine/CustomRetrievers.ipynb/0
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#[cfg(feature = "mkl")] extern crate intel_mkl_src; #[cfg(feature = "accelerate")] extern crate accelerate_src; use std::io::Write; use std::path::PathBuf; use candle_transformers::models::quantized_t5 as t5; use anyhow::{Error as E, Result}; use candle::{Device, Tensor}; use candle_transformers::generation::LogitsP...
candle/candle-examples/examples/quantized-t5/main.rs/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/storage/primary_keys_test.go/0
{ "file_path": "milvus/internal/storage/primary_keys_test.go", "repo_id": "milvus", "token_count": 1428 }
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from llama_index.legacy.indices.managed.zilliz.base import ZillizCloudPipelineIndex from llama_index.legacy.indices.managed.zilliz.retriever import ( ZillizCloudPipelineRetriever, ) __all__ = ["ZillizCloudPipelineIndex", "ZillizCloudPipelineRetriever"]
llama_index/llama-index-legacy/llama_index/legacy/indices/managed/zilliz/__init__.py/0
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from langchain_community.embeddings import DeterministicFakeEmbedding def test_deterministic_fake_embeddings() -> None: """ Test that the deterministic fake embeddings return the same embedding vector for the same text. """ fake = DeterministicFakeEmbedding(size=10) text = "Hello world!" a...
langchain/libs/community/tests/unit_tests/embeddings/test_deterministic_embedding.py/0
{ "file_path": "langchain/libs/community/tests/unit_tests/embeddings/test_deterministic_embedding.py", "repo_id": "langchain", "token_count": 221 }
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#[cfg(feature = "mkl")] extern crate intel_mkl_src; #[cfg(feature = "accelerate")] extern crate accelerate_src; use candle::{DType, IndexOp, D}; use candle_nn::{ModuleT, VarBuilder}; use candle_transformers::models::vgg::{Models, Vgg}; use clap::{Parser, ValueEnum}; #[derive(Clone, Copy, Debug, ValueEnum)] enum Whic...
candle/candle-examples/examples/vgg/main.rs/0
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import copy import pickle from typing import List, Union import numpy as np import pyarrow as pa import pytest from datasets import Sequence, Value from datasets.features.features import Array2D, Array2DExtensionType, ClassLabel, Features, Image, get_nested_type from datasets.table import ( ConcatenationTable, ...
datasets/tests/test_table.py/0
{ "file_path": "datasets/tests/test_table.py", "repo_id": "datasets", "token_count": 21484 }
163
# coding=utf-8 # Copyright 2021, The Facebook AI Research 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.apache.or...
transformers/src/transformers/models/mbart/modeling_mbart.py/0
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697
import gc import unittest import torch from transformers import CLIPTextConfig, CLIPTextModel, CLIPTextModelWithProjection, CLIPTokenizer from diffusers import ( AutoencoderKL, DDIMScheduler, DDPMScheduler, PriorTransformer, StableUnCLIPPipeline, UNet2DConditionModel, ) from diffusers.pipeline...
diffusers/tests/pipelines/stable_unclip/test_stable_unclip.py/0
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258
from abc import ABC, abstractmethod from typing import Dict, List, Optional, Union class DatasetInfo(ABC): def __init__(self): pass @abstractmethod def num_classes(self): pass @abstractmethod def label_names(self): pass @abstractmethod def label_descriptions(sel...
pytorch-image-models/timm/data/dataset_info.py/0
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369
# openai-functions-tool-retrieval-agent The novel idea introduced in this template is the idea of using retrieval to select the set of tools to use to answer an agent query. This is useful when you have many many tools to select from. You cannot put the description of all the tools in the prompt (because of context le...
langchain/templates/openai-functions-tool-retrieval-agent/README.md/0
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705
from abc import abstractmethod from typing import Dict, Type from overrides import overrides, EnforceOverrides class ChromaError(Exception, EnforceOverrides): def code(self) -> int: """Return an appropriate HTTP response code for this error""" return 400 # Bad Request def message(self) -> st...
chroma/chromadb/errors.py/0
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16
ann_accuracy: collections: - milvus: db_config.primary_path: /test/milvus/db_data_011/cluster/sift_128_euclidean cache_config.cpu_cache_capacity: 16GB engine_config.use_blas_threshold: 1100 engine_config.gpu_search_threshold: 1 gpu_resource_config.enable: false ...
milvus/tests/benchmark/milvus_benchmark/suites/011_cpu_accuracy_ann_debug.yaml/0
{ "file_path": "milvus/tests/benchmark/milvus_benchmark/suites/011_cpu_accuracy_ann_debug.yaml", "repo_id": "milvus", "token_count": 979 }
1,862
poetry_requirements( name="poetry", )
llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-astra/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-astra/BUILD", "repo_id": "llama_index", "token_count": 18 }
1,542
insert_performance: collections: - server: db_config.primary_path: /test/milvus/db_data_010/shards_sift_1m_128_128_l2_insert engine_config.use_blas_threshold: 1100 engine_config.gpu_search_threshold: 1 gpu_resource_config.enable: false gpu_resource_config.search_resou...
milvus/tests/benchmark/milvus_benchmark/suites/shards_insert_performance_sift1m.yaml/0
{ "file_path": "milvus/tests/benchmark/milvus_benchmark/suites/shards_insert_performance_sift1m.yaml", "repo_id": "milvus", "token_count": 290 }
2,098
from langchain_community.vectorstores.docarray.in_memory import DocArrayInMemorySearch __all__ = ["DocArrayInMemorySearch"]
langchain/libs/langchain/langchain/vectorstores/docarray/in_memory.py/0
{ "file_path": "langchain/libs/langchain/langchain/vectorstores/docarray/in_memory.py", "repo_id": "langchain", "token_count": 35 }
572
if [ -z $1 ]; then echo "usage: $0 <path_to_core>" exit -1 else echo start formating fi CorePath=$1 formatThis() { find "$1" | grep -E "(*\.cpp|*\.h|*\.cc)$" | grep -v "gen_tools/templates" | grep -v "\.pb\." | grep -v "tantivy-binding.h" | xargs clang-format-10 -i } formatThis "${CorePath}/src" forma...
milvus/internal/core/run_clang_format.sh/0
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1,777
#!/bin/bash set -e export IS_PERSISTENT=1 export CHROMA_SERVER_NOFILE=65535 args="$@" if [[ $args =~ ^uvicorn.* ]]; then echo "Starting server with args: $(eval echo "$args")" echo -e "\033[31mWARNING: Please remove 'uvicorn chromadb.app:app' from your command line arguments. This is now handled by the entryp...
chroma/bin/docker_entrypoint.sh/0
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11
// Code generated by mockery v2.32.4. DO NOT EDIT. package mocks import ( context "context" commonpb "github.com/milvus-io/milvus-proto/go-api/v2/commonpb" clientv3 "go.etcd.io/etcd/client/v3" indexpb "github.com/milvus-io/milvus/internal/proto/indexpb" internalpb "github.com/milvus-io/milvus/internal/proto/i...
milvus/internal/mocks/mock_indexnode.go/0
{ "file_path": "milvus/internal/mocks/mock_indexnode.go", "repo_id": "milvus", "token_count": 9806 }
1,830
<jupyter_start><jupyter_text>Confident>[DeepEval](https://confident-ai.com) package for unit testing LLMs.> Using Confident, everyone can build robust language models through faster iterations> using both unit testing and integration testing. We provide support for each step in the iteration> from synthetic data creati...
langchain/docs/docs/integrations/callbacks/confident.ipynb/0
{ "file_path": "langchain/docs/docs/integrations/callbacks/confident.ipynb", "repo_id": "langchain", "token_count": 1431 }
89
import random import time from typing import List from llama_index.schema import TextNode from llama_index.vector_stores.simple import SimpleVectorStore from llama_index.vector_stores.types import ( VectorStoreQuery, VectorStoreQueryMode, ) def generate_nodes( num_vectors: int = 100, embedding_length: in...
llama_index/benchmarks/vector_stores/bench_simple_vector_store.py/0
{ "file_path": "llama_index/benchmarks/vector_stores/bench_simple_vector_store.py", "repo_id": "llama_index", "token_count": 727 }
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import { z } from "zod"; import { GmailBaseTool, GmailBaseToolParams } from "./base.js"; import { GET_THREAD_DESCRIPTION } from "./descriptions.js"; export class GmailGetThread extends GmailBaseTool { name = "gmail_get_thread"; schema = z.object({ threadId: z.string(), }); description = GET_THREAD_DESCRI...
langchainjs/libs/langchain-community/src/tools/gmail/get_thread.ts/0
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985
export const corsHeaders = { "Access-Control-Allow-Origin": "*", "Access-Control-Allow-Headers": "authorization, x-client-info, apikey, content-type", };
langchain-template-supabase/supabase/functions/_shared/cors.ts/0
{ "file_path": "langchain-template-supabase/supabase/functions/_shared/cors.ts", "repo_id": "langchain-template-supabase", "token_count": 59 }
72
/* eslint-disable no-process-env */ import * as uuid from "uuid"; import flatten from "flat"; import { RecordMetadata, PineconeRecord, Index as PineconeIndex, } from "@pinecone-database/pinecone"; import { MaxMarginalRelevanceSearchOptions, VectorStore, } from "@langchain/core/vectorstores"; import type { E...
langchainjs/libs/langchain-community/src/vectorstores/pinecone.ts/0
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# AINetwork >[AI Network](https://www.ainetwork.ai/build-on-ain) is a layer 1 blockchain designed to accommodate > large-scale AI models, utilizing a decentralized GPU network powered by the > [$AIN token](https://www.ainetwork.ai/token), enriching AI-driven `NFTs` (`AINFTs`). ## Installation and Setup You need t...
langchain/docs/docs/integrations/providers/ainetwork.mdx/0
{ "file_path": "langchain/docs/docs/integrations/providers/ainetwork.mdx", "repo_id": "langchain", "token_count": 219 }
138
import { PromptTemplate } from "@langchain/core/prompts"; import { StringOutputParser } from "@langchain/core/output_parsers"; import { ChatAnthropic } from "@langchain/anthropic"; import { SerpAPI } from "@langchain/community/tools/serpapi"; const search = new SerpAPI(); const prompt = PromptTemplate.fromTemplate(...
langchainjs/examples/src/guides/expression_language/cookbook_tools.ts/0
{ "file_path": "langchainjs/examples/src/guides/expression_language/cookbook_tools.ts", "repo_id": "langchainjs", "token_count": 196 }
777
python_sources()
llama_index/llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-s3/llama_index/storage/kvstore/s3/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-s3/llama_index/storage/kvstore/s3/BUILD", "repo_id": "llama_index", "token_count": 6 }
1,411
from langchain_community.tools.human.tool import HumanInputRun __all__ = ["HumanInputRun"]
langchain/libs/langchain/langchain/tools/human/tool.py/0
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use std::ffi::{c_char, CStr}; use crate::util::index_exist; #[no_mangle] pub extern "C" fn tantivy_index_exist(path: *const c_char) -> bool { let path_str = unsafe { CStr::from_ptr(path) }; index_exist(path_str.to_str().unwrap()) }
milvus/internal/core/thirdparty/tantivy/tantivy-binding/src/util_c.rs/0
{ "file_path": "milvus/internal/core/thirdparty/tantivy/tantivy-binding/src/util_c.rs", "repo_id": "milvus", "token_count": 104 }
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use crate::tokenizer::{Decoder, PreTokenizedString, PreTokenizer, Result, SplitDelimiterBehavior}; use serde::{Deserialize, Deserializer, Serialize}; /// Enum representing options for the metaspace prepending scheme. #[derive(Debug, Clone, PartialEq, Serialize, Eq, Deserialize, Copy)] #[serde(rename_all = "snake_case"...
tokenizers/tokenizers/src/pre_tokenizers/metaspace.rs/0
{ "file_path": "tokenizers/tokenizers/src/pre_tokenizers/metaspace.rs", "repo_id": "tokenizers", "token_count": 6508 }
483
import { collections } from "$lib/server/database"; import { ObjectId } from "mongodb"; import { describe, expect, it } from "vitest"; import { convertLegacyConversation } from "./convertLegacyConversation"; import { insertLegacyConversation } from "./treeHelpers.spec"; describe("convertLegacyConversation", () => { ...
chat-ui/src/lib/utils/tree/convertLegacyConversation.spec.ts/0
{ "file_path": "chat-ui/src/lib/utils/tree/convertLegacyConversation.spec.ts", "repo_id": "chat-ui", "token_count": 425 }
110
from fastapi import FastAPI from fastapi.responses import RedirectResponse from langserve import add_routes app = FastAPI() @app.get("/") async def redirect_root_to_docs(): return RedirectResponse("/docs") # Edit this to add the chain you want to add add_routes(app, NotImplemented) if __name__ == "__main__": ...
langchain/libs/cli/langchain_cli/project_template/app/server.py/0
{ "file_path": "langchain/libs/cli/langchain_cli/project_template/app/server.py", "repo_id": "langchain", "token_count": 142 }
220
# `tokenizers-android-arm64` This is the **aarch64-linux-android** binary for `tokenizers`
tokenizers/bindings/node/npm/android-arm64/README.md/0
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413
# 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 applicabl...
transformers/tests/models/clap/test_processor_clap.py/0
{ "file_path": "transformers/tests/models/clap/test_processor_clap.py", "repo_id": "transformers", "token_count": 1895 }
737
<jupyter_start><jupyter_text>Llama Pack - Neo4j Query EngineThis Llama Pack creates a Neo4j knowledge graph query engine, and executes its `query` function. This pack offers the option of creating multiple types of query engines for Neo4j knowledge graphs, namely:* Knowledge graph vector-based entity retrieval (default...
llama_index/llama-index-packs/llama-index-packs-neo4j-query-engine/examples/llama_packs_neo4j.ipynb/0
{ "file_path": "llama_index/llama-index-packs/llama-index-packs-neo4j-query-engine/examples/llama_packs_neo4j.ipynb", "repo_id": "llama_index", "token_count": 1337 }
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import threading import pytest import time from time import sleep from pathlib import Path import json from pymilvus import connections from common.cus_resource_opts import CustomResourceOperations as CusResource from common.milvus_sys import MilvusSys from utils.util_log import test_log as log from datetime import dat...
milvus/tests/python_client/chaos/test_chaos_apply.py/0
{ "file_path": "milvus/tests/python_client/chaos/test_chaos_apply.py", "repo_id": "milvus", "token_count": 3541 }
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from multiprocessing.connection import Connection import sys import os import shutil import subprocess import tempfile from types import ModuleType from typing import Generator, List, Tuple, Dict, Any, Callable, Type from hypothesis import given, settings import hypothesis.strategies as st import pytest import json fro...
chroma/chromadb/test/property/test_cross_version_persist.py/0
{ "file_path": "chroma/chromadb/test/property/test_cross_version_persist.py", "repo_id": "chroma", "token_count": 4352 }
25
<!--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 agreed...
transformers/docs/source/it/model_sharing.md/0
{ "file_path": "transformers/docs/source/it/model_sharing.md", "repo_id": "transformers", "token_count": 4021 }
483
.. mdinclude:: ../../CONTRIBUTING.md
llama_index/docs/contributing/contributing.rst/0
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1,121
import { logVersion010MigrationWarning } from "../util/entrypoint_deprecation.js"; /* #__PURE__ */ logVersion010MigrationWarning({ oldEntrypointName: "llms/cohere", newEntrypointName: "", newPackageName: "@langchain/cohere", }); export * from "@langchain/community/llms/cohere";
langchainjs/langchain/src/llms/cohere.ts/0
{ "file_path": "langchainjs/langchain/src/llms/cohere.ts", "repo_id": "langchainjs", "token_count": 94 }
914
# 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/tests/pipelines/test_pipelines.py/0
{ "file_path": "diffusers/tests/pipelines/test_pipelines.py", "repo_id": "diffusers", "token_count": 38900 }
289
from llama_index.vector_stores.cassandra.base import CassandraVectorStore __all__ = ["CassandraVectorStore"]
llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-cassandra/llama_index/vector_stores/cassandra/__init__.py/0
{ "file_path": "llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-cassandra/llama_index/vector_stores/cassandra/__init__.py", "repo_id": "llama_index", "token_count": 32 }
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from langchain_community.agent_toolkits.openapi.prompt import ( DESCRIPTION, OPENAPI_PREFIX, OPENAPI_SUFFIX, ) __all__ = ["OPENAPI_PREFIX", "OPENAPI_SUFFIX", "DESCRIPTION"]
langchain/libs/langchain/langchain/agents/agent_toolkits/openapi/prompt.py/0
{ "file_path": "langchain/libs/langchain/langchain/agents/agent_toolkits/openapi/prompt.py", "repo_id": "langchain", "token_count": 79 }
467
<!--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/mms.md/0
{ "file_path": "transformers/docs/source/en/model_doc/mms.md", "repo_id": "transformers", "token_count": 4924 }
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"""Test conversation chain and memory.""" import pytest from langchain_core.memory import BaseMemory from langchain_core.prompts.prompt import PromptTemplate from langchain.chains.conversation.base import ConversationChain from langchain.memory.buffer import ConversationBufferMemory from langchain.memory.buffer_window...
langchain/libs/langchain/tests/unit_tests/chains/test_conversation.py/0
{ "file_path": "langchain/libs/langchain/tests/unit_tests/chains/test_conversation.py", "repo_id": "langchain", "token_count": 1822 }
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# Snowflake Query Engine Pack This LlamaPack uses `snowflake-sqlalchemy` to connect to Snowflake, then calls `NLSQLTableQueryEngine` to query data. ## Usage You can download the pack to a the `./snowflake_pack` directory: ```python from llama_index.core.llama_pack import download_llama_pack # download and install ...
llama_index/llama-index-packs/llama-index-packs-snowflake-query-engine/README.md/0
{ "file_path": "llama_index/llama-index-packs/llama-index-packs-snowflake-query-engine/README.md", "repo_id": "llama_index", "token_count": 424 }
1,684
from collections.abc import Iterator from typing import Iterable class tracked_str(str): origins = {} def set_origin(self, origin: str): if super().__repr__() not in self.origins: self.origins[super().__repr__()] = origin def get_origin(self): return self.origins.get(super()....
datasets/src/datasets/utils/track.py/0
{ "file_path": "datasets/src/datasets/utils/track.py", "repo_id": "datasets", "token_count": 648 }
152
# Inspired by: https://github.com/Mikubill/sd-webui-controlnet/discussions/1236 and https://github.com/Mikubill/sd-webui-controlnet/discussions/1280 from typing import Any, Callable, Dict, List, Optional, Tuple, Union import numpy as np import PIL.Image import torch from diffusers import StableDiffusionControlNetPipe...
diffusers/examples/community/stable_diffusion_controlnet_reference.py/0
{ "file_path": "diffusers/examples/community/stable_diffusion_controlnet_reference.py", "repo_id": "diffusers", "token_count": 21091 }
208
# coding=utf-8 # Copyright 2022 Google AI, Ross Wightman, 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/license...
transformers/src/transformers/models/vit_hybrid/modeling_vit_hybrid.py/0
{ "file_path": "transformers/src/transformers/models/vit_hybrid/modeling_vit_hybrid.py", "repo_id": "transformers", "token_count": 13320 }
710
python_sources()
llama_index/llama-index-cli/llama_index/cli/upgrade/BUILD/0
{ "file_path": "llama_index/llama-index-cli/llama_index/cli/upgrade/BUILD", "repo_id": "llama_index", "token_count": 6 }
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# Copyright 2021 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 applicabl...
transformers/tests/models/vision_text_dual_encoder/test_processor_vision_text_dual_encoder.py/0
{ "file_path": "transformers/tests/models/vision_text_dual_encoder/test_processor_vision_text_dual_encoder.py", "repo_id": "transformers", "token_count": 2796 }
755
"""NASA Toolkit"""
langchain/libs/langchain/langchain/agents/agent_toolkits/nasa/__init__.py/0
{ "file_path": "langchain/libs/langchain/langchain/agents/agent_toolkits/nasa/__init__.py", "repo_id": "langchain", "token_count": 6 }
435
import { OpenAI } from "@langchain/openai"; import { ConversationChain } from "langchain/chains"; const model = new OpenAI({}); const chain = new ConversationChain({ llm: model }); const res1 = await chain.call({ input: "Hi! I'm Jim." }); console.log({ res1 }); const res2 = await chain.call({ input: "What's my name?" ...
langchainjs/examples/src/chains/conversation_chain.ts/0
{ "file_path": "langchainjs/examples/src/chains/conversation_chain.ts", "repo_id": "langchainjs", "token_count": 105 }
787
# coding=utf-8 # Copyright 2024 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 required by applicable...
diffusers/utils/check_table.py/0
{ "file_path": "diffusers/utils/check_table.py", "repo_id": "diffusers", "token_count": 3010 }
299
// 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/distributed/connection_manager.go/0
{ "file_path": "milvus/internal/distributed/connection_manager.go", "repo_id": "milvus", "token_count": 4720 }
1,983
poetry_requirements( name="poetry", module_mapping={"guardrails-ai": ["guardrails"]}, )
llama_index/llama-index-integrations/output_parsers/llama-index-output-parsers-guardrails/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/output_parsers/llama-index-output-parsers-guardrails/BUILD", "repo_id": "llama_index", "token_count": 40 }
1,257