text stringlengths 3 1.68M | id stringlengths 13 169 | metadata dict | __index_level_0__ int64 0 2.21k |
|---|---|---|---|
# Using TGI CLI
You can use TGI command-line interface (CLI) to download weights, serve and quantize models, or get information on serving parameters. To install the CLI, please refer to [the installation section](../installation#install-cli).
`text-generation-server` lets you download the model with `download-weight... | text-generation-inference/docs/source/basic_tutorials/using_cli.md/0 | {
"file_path": "text-generation-inference/docs/source/basic_tutorials/using_cli.md",
"repo_id": "text-generation-inference",
"token_count": 329
} | 396 |
<jupyter_start><jupyter_text>Arcee RetrieverThis notebook demonstrates how to use the `ArceeRetriever` class to retrieve relevant document(s) for Arcee's Domain Adapted Language Models (DALMs). SetupBefore using `ArceeRetriever`, make sure the Arcee API key is set as `ARCEE_API_KEY` environment variable. You can also ... | langchain/docs/docs/integrations/retrievers/arcee.ipynb/0 | {
"file_path": "langchain/docs/docs/integrations/retrievers/arcee.ipynb",
"repo_id": "langchain",
"token_count": 844
} | 166 |
package model
import (
"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
"github.com/milvus-io/milvus/pkg/common"
)
type Field struct {
FieldID int64
Name string
IsPrimaryKey bool
Description string
DataType schemapb.... | milvus/internal/metastore/model/field.go/0 | {
"file_path": "milvus/internal/metastore/model/field.go",
"repo_id": "milvus",
"token_count": 1825
} | 1,862 |
from langchain_community.docstore.arbitrary_fn import DocstoreFn
__all__ = ["DocstoreFn"]
| langchain/libs/langchain/langchain/docstore/arbitrary_fn.py/0 | {
"file_path": "langchain/libs/langchain/langchain/docstore/arbitrary_fn.py",
"repo_id": "langchain",
"token_count": 32
} | 473 |
// 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/pkg/util/paramtable/grpc_param.go/0 | {
"file_path": "milvus/pkg/util/paramtable/grpc_param.go",
"repo_id": "milvus",
"token_count": 5462
} | 1,839 |
# LlamaIndex Llms Integration: Openllm
| llama_index/llama-index-integrations/llms/llama-index-llms-openllm/README.md/0 | {
"file_path": "llama_index/llama-index-integrations/llms/llama-index-llms-openllm/README.md",
"repo_id": "llama_index",
"token_count": 12
} | 1,240 |
/* eslint-disable no-process-env */
import { expect, test } from "@jest/globals";
import { HUMAN_PROMPT } from "@anthropic-ai/sdk";
import { ChatPromptValue } from "@langchain/core/prompt_values";
import { ChatMessage, HumanMessage } from "@langchain/core/messages";
import {
PromptTemplate,
ChatPromptTemplate,
A... | langchainjs/langchain/src/chat_models/tests/chatanthropic.int.test.ts/0 | {
"file_path": "langchainjs/langchain/src/chat_models/tests/chatanthropic.int.test.ts",
"repo_id": "langchainjs",
"token_count": 3331
} | 873 |
import { AIMessage, BaseMessage } from "@langchain/core/messages";
import { ChatResult } from "@langchain/core/outputs";
import {
BaseChatModel,
BaseChatModelParams,
} from "@langchain/core/language_models/chat_models";
import { SystemMessagePromptTemplate } from "@langchain/core/prompts";
import { BaseFunctionCall... | langchainjs/langchain/src/experimental/chat_models/ollama_functions.ts/0 | {
"file_path": "langchainjs/langchain/src/experimental/chat_models/ollama_functions.ts",
"repo_id": "langchainjs",
"token_count": 1810
} | 923 |
import type { Message } from "$lib/types/Message";
export function isMessageId(id: string): id is Message["id"] {
return id.split("-").length === 5;
}
| chat-ui/src/lib/utils/tree/isMessageId.ts/0 | {
"file_path": "chat-ui/src/lib/utils/tree/isMessageId.ts",
"repo_id": "chat-ui",
"token_count": 48
} | 98 |
from llama_index.core.postprocessor.types import BaseNodePostprocessor
from llama_index.postprocessor.flag_embedding_reranker import FlagEmbeddingReranker
def test_class():
names_of_base_classes = [b.__name__ for b in FlagEmbeddingReranker.__mro__]
assert BaseNodePostprocessor.__name__ in names_of_base_classe... | llama_index/llama-index-integrations/postprocessor/llama-index-postprocessor-flag-embedding-reranker/tests/test_postprocessor_flag_embedding_reranker.py/0 | {
"file_path": "llama_index/llama-index-integrations/postprocessor/llama-index-postprocessor-flag-embedding-reranker/tests/test_postprocessor_flag_embedding_reranker.py",
"repo_id": "llama_index",
"token_count": 108
} | 1,296 |
# coding=utf-8
# Copyright 2019-present, 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 a... | transformers/examples/research_projects/distillation/scripts/extract_distilbert.py/0 | {
"file_path": "transformers/examples/research_projects/distillation/scripts/extract_distilbert.py",
"repo_id": "transformers",
"token_count": 1864
} | 560 |
from abc import abstractmethod
from typing import List, Sequence
from llama_index.core.bridge.pydantic import BaseModel
from llama_index.core.prompts.mixin import PromptMixin, PromptMixinType
from llama_index.core.schema import QueryBundle
from llama_index.core.tools.types import ToolMetadata
class SubQuestion(BaseM... | llama_index/llama-index-core/llama_index/core/question_gen/types.py/0 | {
"file_path": "llama_index/llama-index-core/llama_index/core/question_gen/types.py",
"repo_id": "llama_index",
"token_count": 352
} | 1,146 |
# coding=utf-8
# Copyright 2022 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... | transformers/src/transformers/models/table_transformer/convert_table_transformer_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/table_transformer/convert_table_transformer_to_hf.py",
"repo_id": "transformers",
"token_count": 6591
} | 686 |
python_sources()
| llama_index/llama-index-legacy/llama_index/legacy/indices/managed/BUILD/0 | {
"file_path": "llama_index/llama-index-legacy/llama_index/legacy/indices/managed/BUILD",
"repo_id": "llama_index",
"token_count": 6
} | 1,518 |
package distance
import (
"math"
"math/rand"
"testing"
"time"
"github.com/stretchr/testify/assert"
)
const PRECISION = 1e-5
func TestValidateMetricType(t *testing.T) {
invalidMetric := []string{"", "aaa"}
for _, str := range invalidMetric {
_, err := ValidateMetricType(str)
assert.Error(t, err)
}
vali... | milvus/pkg/util/distance/calc_distance_test.go/0 | {
"file_path": "milvus/pkg/util/distance/calc_distance_test.go",
"repo_id": "milvus",
"token_count": 2110
} | 1,931 |
<!--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/ko/using-diffusers/controlling_generation.md/0 | {
"file_path": "diffusers/docs/source/ko/using-diffusers/controlling_generation.md",
"repo_id": "diffusers",
"token_count": 14041
} | 206 |
# Node Postprocessor
## Concept
Node postprocessors are a set of modules that take a set of nodes, and apply some kind of transformation or filtering before returning them.
In LlamaIndex, node postprocessors are most commonly applied within a query engine, after the node retrieval step and before the response synthe... | llama_index/docs/module_guides/querying/node_postprocessors/root.md/0 | {
"file_path": "llama_index/docs/module_guides/querying/node_postprocessors/root.md",
"repo_id": "llama_index",
"token_count": 1385
} | 1,145 |
from typing import List
from llama_index.legacy.extractors import (
KeywordExtractor,
QuestionsAnsweredExtractor,
SummaryExtractor,
TitleExtractor,
)
from llama_index.legacy.ingestion import run_transformations
from llama_index.legacy.node_parser import SentenceSplitter
from llama_index.legacy.schema i... | llama_index/llama-index-legacy/tests/node_parser/metadata_extractor.py/0 | {
"file_path": "llama_index/llama-index-legacy/tests/node_parser/metadata_extractor.py",
"repo_id": "llama_index",
"token_count": 413
} | 1,642 |
from langchain.chat_models.base import __all__
EXPECTED_ALL = [
"BaseChatModel",
"SimpleChatModel",
"agenerate_from_stream",
"generate_from_stream",
]
def test_all_imports() -> None:
assert set(__all__) == set(EXPECTED_ALL)
| langchain/libs/langchain/tests/unit_tests/chat_models/test_base.py/0 | {
"file_path": "langchain/libs/langchain/tests/unit_tests/chat_models/test_base.py",
"repo_id": "langchain",
"token_count": 101
} | 594 |
# coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. 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 cop... | transformers/src/transformers/modeling_tf_utils.py/0 | {
"file_path": "transformers/src/transformers/modeling_tf_utils.py",
"repo_id": "transformers",
"token_count": 72231
} | 640 |
import { CheerioWebBaseLoader } from "langchain/document_loaders/web/cheerio";
import { RecursiveCharacterTextSplitter } from "langchain/text_splitter";
import { HNSWLib } from "@langchain/community/vectorstores/hnswlib";
import { Ollama } from "@langchain/community/llms/ollama";
import { HuggingFaceTransformersEmbeddi... | langchainjs/examples/src/use_cases/local_retrieval_qa/chain.ts/0 | {
"file_path": "langchainjs/examples/src/use_cases/local_retrieval_qa/chain.ts",
"repo_id": "langchainjs",
"token_count": 661
} | 918 |
import unittest
import numpy as np
from transformers import ElectraConfig, is_flax_available
from transformers.testing_utils import require_flax, slow
from ...test_modeling_flax_common import FlaxModelTesterMixin, ids_tensor, random_attention_mask
if is_flax_available():
from transformers.models.electra.modeli... | transformers/tests/models/electra/test_modeling_flax_electra.py/0 | {
"file_path": "transformers/tests/models/electra/test_modeling_flax_electra.py",
"repo_id": "transformers",
"token_count": 2277
} | 799 |
"""Scoring evaluators.
This module contains evaluators for scoring on a 1-10 the output of models,
be they LLMs, Chains, or otherwise. This can be based on a variety of
criteria and or a reference answer.
Example:
>>> from langchain_community.chat_models import ChatOpenAI
>>> from langchain.evaluation.scoring... | langchain/libs/langchain/langchain/evaluation/scoring/__init__.py/0 | {
"file_path": "langchain/libs/langchain/langchain/evaluation/scoring/__init__.py",
"repo_id": "langchain",
"token_count": 381
} | 513 |
# LlamaIndex Llms Integration: Gemini
| llama_index/llama-index-integrations/llms/llama-index-llms-gemini/README.md/0 | {
"file_path": "llama_index/llama-index-integrations/llms/llama-index-llms-gemini/README.md",
"repo_id": "llama_index",
"token_count": 10
} | 1,281 |
#!/usr/bin/env python3
import sys
def main() -> int:
print("Hello World!") # noqa: T201
return 0
if __name__ == "__main__":
sys.exit(main())
| langchain/libs/community/tests/examples/hello_world.py/0 | {
"file_path": "langchain/libs/community/tests/examples/hello_world.py",
"repo_id": "langchain",
"token_count": 67
} | 315 |
// 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/querynodev2/pkoracle/pk_oracle.go/0 | {
"file_path": "milvus/internal/querynodev2/pkoracle/pk_oracle.go",
"repo_id": "milvus",
"token_count": 1013
} | 2,045 |
# rag-chroma-multi-modal-multi-vector
Multi-modal LLMs enable visual assistants that can perform question-answering about images.
This template create a visual assistant for slide decks, which often contain visuals such as graphs or figures.
It uses GPT-4V to create image summaries for each slide, embeds the summa... | langchain/templates/rag-chroma-multi-modal-multi-vector/README.md/0 | {
"file_path": "langchain/templates/rag-chroma-multi-modal-multi-vector/README.md",
"repo_id": "langchain",
"token_count": 1429
} | 689 |
# coding=utf-8
# Copyright 2019-present, 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 a... | transformers/examples/research_projects/distillation/train.py/0 | {
"file_path": "transformers/examples/research_projects/distillation/train.py",
"repo_id": "transformers",
"token_count": 5147
} | 541 |
# LlamaIndex Docstore Integration: Mongo DB
| llama_index/llama-index-integrations/storage/docstore/llama-index-storage-docstore-mongodb/README.md/0 | {
"file_path": "llama_index/llama-index-integrations/storage/docstore/llama-index-storage-docstore-mongodb/README.md",
"repo_id": "llama_index",
"token_count": 11
} | 1,489 |
"""A Tracer implementation that records to LangChain endpoint."""
from langchain_core.tracers.langchain import (
LangChainTracer,
wait_for_all_tracers,
)
__all__ = ["LangChainTracer", "wait_for_all_tracers"]
| langchain/libs/langchain/langchain/callbacks/tracers/langchain.py/0 | {
"file_path": "langchain/libs/langchain/langchain/callbacks/tracers/langchain.py",
"repo_id": "langchain",
"token_count": 76
} | 452 |
// Code generated by mockery v2.33.3. DO NOT EDIT.
package mocks
import (
dbmodel "github.com/chroma/chroma-coordinator/internal/metastore/db/dbmodel"
mock "github.com/stretchr/testify/mock"
)
// ICollectionMetadataDb is an autogenerated mock type for the ICollectionMetadataDb type
type ICollectionMetadataDb struc... | chroma/go/coordinator/internal/metastore/db/dbmodel/mocks/ICollectionMetadataDb.go/0 | {
"file_path": "chroma/go/coordinator/internal/metastore/db/dbmodel/mocks/ICollectionMetadataDb.go",
"repo_id": "chroma",
"token_count": 612
} | 47 |
import fs from "fs";
export function makeDir(
root: string,
options = { recursive: true }
): Promise<string | undefined> {
return fs.promises.mkdir(root, options);
}
| langchainjs/libs/create-langchain-integration/helpers/make-dir.ts/0 | {
"file_path": "langchainjs/libs/create-langchain-integration/helpers/make-dir.ts",
"repo_id": "langchainjs",
"token_count": 55
} | 969 |
[
{
"server": "idc-sh005",
"deploy_mode": "cluster",
"suite_params": [
{
"suite": "2_insert_search_sift10m_512.yaml",
"image_type": "cpu"
}
]
}
] | milvus/tests/benchmark/milvus_benchmark/scheduler/debug2.json/0 | {
"file_path": "milvus/tests/benchmark/milvus_benchmark/scheduler/debug2.json",
"repo_id": "milvus",
"token_count": 160
} | 1,930 |
use candle::{Result, Tensor, D};
use candle_nn as nn;
use candle_nn::Module;
#[derive(Debug)]
pub struct TimestepEmbedding {
linear_1: nn::Linear,
linear_2: nn::Linear,
}
impl TimestepEmbedding {
// act_fn: "silu"
pub fn new(vs: nn::VarBuilder, channel: usize, time_embed_dim: usize) -> Result<Self> {
... | candle/candle-transformers/src/models/stable_diffusion/embeddings.rs/0 | {
"file_path": "candle/candle-transformers/src/models/stable_diffusion/embeddings.rs",
"repo_id": "candle",
"token_count": 1008
} | 71 |
// 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/querycoordv2/checkers/index_checker_test.go/0 | {
"file_path": "milvus/internal/querycoordv2/checkers/index_checker_test.go",
"repo_id": "milvus",
"token_count": 2603
} | 1,827 |
from typing import Any, Dict, List, Optional, Sequence
from langchain_core.callbacks import CallbackManagerForLLMRun
from langchain_core.language_models.llms import LLM
from langchain_core.pydantic_v1 import Extra, root_validator
from langchain_core.utils import convert_to_secret_str, get_from_dict_or_env
from langch... | langchain/libs/community/langchain_community/llms/aleph_alpha.py/0 | {
"file_path": "langchain/libs/community/langchain_community/llms/aleph_alpha.py",
"repo_id": "langchain",
"token_count": 4324
} | 259 |
from llama_index.core.readers.base import BaseReader
from llama_index.readers.deeplake import DeepLakeReader
def test_class():
names_of_base_classes = [b.__name__ for b in DeepLakeReader.__mro__]
assert BaseReader.__name__ in names_of_base_classes
| llama_index/llama-index-integrations/readers/llama-index-readers-deeplake/tests/test_readers_deeplake.py/0 | {
"file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-deeplake/tests/test_readers_deeplake.py",
"repo_id": "llama_index",
"token_count": 90
} | 1,358 |
position: 1 | langchainjs/docs/core_docs/docs/modules/experimental/mask/_category_.yml/0 | {
"file_path": "langchainjs/docs/core_docs/docs/modules/experimental/mask/_category_.yml",
"repo_id": "langchainjs",
"token_count": 3
} | 733 |
// 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/core/src/index/VectorDiskIndex.cpp/0 | {
"file_path": "milvus/internal/core/src/index/VectorDiskIndex.cpp",
"repo_id": "milvus",
"token_count": 7765
} | 1,740 |
from typing import List
import pytest
from langchain_core.utils.iter import batch_iterate
@pytest.mark.parametrize(
"input_size, input_iterable, expected_output",
[
(2, [1, 2, 3, 4, 5], [[1, 2], [3, 4], [5]]),
(3, [10, 20, 30, 40, 50], [[10, 20, 30], [40, 50]]),
(1, [100, 200, 300], ... | langchain/libs/core/tests/unit_tests/utils/test_iter.py/0 | {
"file_path": "langchain/libs/core/tests/unit_tests/utils/test_iter.py",
"repo_id": "langchain",
"token_count": 260
} | 411 |
import { BufferMemory } from "langchain/memory";
import { PlanetScaleChatMessageHistory } from "@langchain/community/stores/message/planetscale";
import { ChatOpenAI } from "@langchain/openai";
import { ConversationChain } from "langchain/chains";
const memory = new BufferMemory({
chatHistory: new PlanetScaleChatMes... | langchainjs/examples/src/memory/planetscale.ts/0 | {
"file_path": "langchainjs/examples/src/memory/planetscale.ts",
"repo_id": "langchainjs",
"token_count": 320
} | 798 |
python_tests(
interpreter_constraints=["==3.9.*", "==3.10.*"],
)
| llama_index/llama-index-integrations/readers/llama-index-readers-firebase-realtimedb/tests/BUILD/0 | {
"file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-firebase-realtimedb/tests/BUILD",
"repo_id": "llama_index",
"token_count": 29
} | 1,372 |
python_tests()
| llama_index/llama-index-integrations/readers/llama-index-readers-notion/tests/BUILD/0 | {
"file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-notion/tests/BUILD",
"repo_id": "llama_index",
"token_count": 5
} | 1,414 |
import { test } from "@jest/globals";
import { OpenAI, ChatOpenAI } from "@langchain/openai";
import {
ChatPromptTemplate,
HumanMessagePromptTemplate,
PromptTemplate,
} from "@langchain/core/prompts";
import { LLMChain } from "../llm_chain.js";
import { BufferMemory } from "../../memory/buffer_memory.js";
test("... | langchainjs/langchain/src/chains/tests/llm_chain.int.test.ts/0 | {
"file_path": "langchainjs/langchain/src/chains/tests/llm_chain.int.test.ts",
"repo_id": "langchainjs",
"token_count": 1481
} | 858 |
# Copyright 2023 The HuggingFace and Baidu 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... | transformers/src/transformers/models/ernie_m/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/ernie_m/__init__.py",
"repo_id": "transformers",
"token_count": 1020
} | 641 |
# Copyright 2023-present 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 law or... | peft/src/peft/tuners/loha/layer.py/0 | {
"file_path": "peft/src/peft/tuners/loha/layer.py",
"repo_id": "peft",
"token_count": 7471
} | 334 |
// 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/storage/AliyunCredentialsProvider.cpp/0 | {
"file_path": "milvus/internal/core/src/storage/AliyunCredentialsProvider.cpp",
"repo_id": "milvus",
"token_count": 3278
} | 1,742 |
from llama_index.packs.rag_cli_local.base import LocalRAGCLIPack
__all__ = ["LocalRAGCLIPack"]
| llama_index/llama-index-packs/llama-index-packs-rag-cli-local/llama_index/packs/rag_cli_local/__init__.py/0 | {
"file_path": "llama_index/llama-index-packs/llama-index-packs-rag-cli-local/llama_index/packs/rag_cli_local/__init__.py",
"repo_id": "llama_index",
"token_count": 35
} | 1,688 |
"""Init file."""
from llama_index.core.response_synthesizers.accumulate import Accumulate
from llama_index.core.response_synthesizers.base import BaseSynthesizer
from llama_index.core.response_synthesizers.compact_and_refine import (
CompactAndRefine,
)
from llama_index.core.response_synthesizers.factory import ge... | llama_index/llama-index-core/llama_index/core/response_synthesizers/__init__.py/0 | {
"file_path": "llama_index/llama-index-core/llama_index/core/response_synthesizers/__init__.py",
"repo_id": "llama_index",
"token_count": 326
} | 1,140 |
# Helicone
This page covers how to use the [Helicone](https://helicone.ai) within LangChain.
## What is Helicone?
Helicone is an [open source](https://github.com/Helicone/helicone) observability platform that proxies your OpenAI traffic and provides you key insights into your spend, latency and usage.
![Helicone](/... | langchainjs/docs/core_docs/docs/ecosystem/integrations/helicone.mdx/0 | {
"file_path": "langchainjs/docs/core_docs/docs/ecosystem/integrations/helicone.mdx",
"repo_id": "langchainjs",
"token_count": 599
} | 723 |
import torch
import torch.nn as nn
from timm.layers import create_act_layer, set_layer_config
import importlib
import os
torch_backend = os.environ.get('TORCH_BACKEND')
if torch_backend is not None:
importlib.import_module(torch_backend)
torch_device = os.environ.get('TORCH_DEVICE', 'cpu')
class MLP(nn.Module):... | pytorch-image-models/tests/test_layers.py/0 | {
"file_path": "pytorch-image-models/tests/test_layers.py",
"repo_id": "pytorch-image-models",
"token_count": 871
} | 360 |
# 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/kandinsky2_2/test_kandinsky_controlnet_img2img.py/0 | {
"file_path": "diffusers/tests/pipelines/kandinsky2_2/test_kandinsky_controlnet_img2img.py",
"repo_id": "diffusers",
"token_count": 4656
} | 271 |
from rag_google_cloud_vertexai_search.chain import chain
__all__ = ["chain"]
| langchain/templates/rag-google-cloud-vertexai-search/rag_google_cloud_vertexai_search/__init__.py/0 | {
"file_path": "langchain/templates/rag-google-cloud-vertexai-search/rag_google_cloud_vertexai_search/__init__.py",
"repo_id": "langchain",
"token_count": 26
} | 698 |
""" Normalization layers and wrappers
Norm layer definitions that support fast norm and consistent channel arg order (always first arg).
Hacked together by / Copyright 2022 Ross Wightman
"""
import numbers
from typing import Tuple
import torch
import torch.nn as nn
import torch.nn.functional as F
from .fast_norm im... | pytorch-image-models/timm/layers/norm.py/0 | {
"file_path": "pytorch-image-models/timm/layers/norm.py",
"repo_id": "pytorch-image-models",
"token_count": 2520
} | 377 |
# Hands-on [[hands-on]]
Now that you've learned to use Optuna, here are some ideas to apply what you've learned:
1️⃣ **Beat your LunarLander-v2 agent results**, by using Optuna to find a better set of hyperparameters. You can also try with another environment, such as MountainCar-v0 and CartPole-v1.
2️⃣ **Beat your ... | deep-rl-class/units/en/unitbonus2/hands-on.mdx/0 | {
"file_path": "deep-rl-class/units/en/unitbonus2/hands-on.mdx",
"repo_id": "deep-rl-class",
"token_count": 207
} | 185 |
version: "3"
services:
elasticsearch:
image: docker.elastic.co/elasticsearch/elasticsearch:8.10.0 # https://www.docker.elastic.co/r/elasticsearch/elasticsearch
environment:
- discovery.type=single-node
- xpack.security.enabled=false # security has been disabled, so no login or password is require... | llama_index/llama-index-core/tests/docker-compose.yml/0 | {
"file_path": "llama_index/llama-index-core/tests/docker-compose.yml",
"repo_id": "llama_index",
"token_count": 464
} | 1,226 |
<jupyter_start><jupyter_text>Milvus>[Milvus](https://milvus.io/docs/overview.md) is a database that stores, indexes, and manages massive embedding vectors generated by deep neural networks and other machine learning (ML) models.In the walkthrough, we'll demo the `SelfQueryRetriever` with a `Milvus` vector store. Creat... | langchain/docs/docs/integrations/retrievers/self_query/milvus_self_query.ipynb/0 | {
"file_path": "langchain/docs/docs/integrations/retrievers/self_query/milvus_self_query.ipynb",
"repo_id": "langchain",
"token_count": 1724
} | 163 |
<!--Copyright 2020 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/zh/main_classes/logging.md/0 | {
"file_path": "transformers/docs/source/zh/main_classes/logging.md",
"repo_id": "transformers",
"token_count": 2154
} | 571 |
import logging
from typing import Any, Dict, List, Mapping, Optional
from langchain_core.callbacks import CallbackManagerForLLMRun
from langchain_core.language_models.llms import LLM
from langchain_core.pydantic_v1 import Extra, Field, root_validator
from langchain_core.utils import get_from_dict_or_env
from langchai... | langchain/libs/community/langchain_community/llms/bananadev.py/0 | {
"file_path": "langchain/libs/community/langchain_community/llms/bananadev.py",
"repo_id": "langchain",
"token_count": 2060
} | 278 |
# Copyright 2020 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/trainer/test_trainer_callback.py/0 | {
"file_path": "transformers/tests/trainer/test_trainer_callback.py",
"repo_id": "transformers",
"token_count": 4143
} | 771 |
apiVersion: v1
kind: Pod
metadata:
labels:
app: milvus-test
namespace: chaos-testing
spec:
containers:
- name: main
image: harbor.milvus.io/qa/krte:dev-4
command:
- cat
tty: true
resources:
limits:
memory: 6Gi
cpu: 2.0
requests:
memory: 4Gi
cpu... | milvus/build/ci/jenkins/pod/chaos-test.yaml/0 | {
"file_path": "milvus/build/ci/jenkins/pod/chaos-test.yaml",
"repo_id": "milvus",
"token_count": 267
} | 1,692 |
// 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/config/env_source.go/0 | {
"file_path": "milvus/pkg/config/env_source.go",
"repo_id": "milvus",
"token_count": 745
} | 2,030 |
from langchain_community.llms.edenai import EdenAI
__all__ = ["EdenAI"]
| langchain/libs/langchain/langchain/llms/edenai.py/0 | {
"file_path": "langchain/libs/langchain/langchain/llms/edenai.py",
"repo_id": "langchain",
"token_count": 26
} | 560 |
export { BufferMemory, type BufferMemoryInput } from "./buffer_memory.js";
export {
BaseMemory,
getInputValue,
getOutputValue,
getBufferString,
type InputValues,
type OutputValues,
type MemoryVariables,
} from "./base.js";
export {
ConversationSummaryMemory,
type ConversationSummaryMemoryInput,
Base... | langchainjs/langchain/src/memory/index.ts/0 | {
"file_path": "langchainjs/langchain/src/memory/index.ts",
"repo_id": "langchainjs",
"token_count": 382
} | 918 |
<!--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/es/tasks/asr.md/0 | {
"file_path": "transformers/docs/source/es/tasks/asr.md",
"repo_id": "transformers",
"token_count": 6032
} | 535 |
from langchain_core.utils.pydantic import get_pydantic_major_version
__all__ = ["get_pydantic_major_version"]
| langchain/libs/langchain/langchain/utils/pydantic.py/0 | {
"file_path": "langchain/libs/langchain/langchain/utils/pydantic.py",
"repo_id": "langchain",
"token_count": 39
} | 578 |
from rag_chroma.chain import chain
__all__ = ["chain"]
| langchain/templates/rag-chroma/rag_chroma/__init__.py/0 | {
"file_path": "langchain/templates/rag-chroma/rag_chroma/__init__.py",
"repo_id": "langchain",
"token_count": 19
} | 670 |
"use client";
import { toast } from 'react-toastify';
import 'react-toastify/dist/ReactToastify.css';
import { ChatWindowMessage } from '@/schema/ChatWindowMessage';
import { useState, type FormEvent } from "react";
import { Feedback } from 'langsmith';
export function ChatMessageBubble(props: { message: ChatWindow... | langsmith-cookbook/feedback-examples/nextjs/components/ChatMessageBubble.tsx/0 | {
"file_path": "langsmith-cookbook/feedback-examples/nextjs/components/ChatMessageBubble.tsx",
"repo_id": "langsmith-cookbook",
"token_count": 2326
} | 1,009 |
<jupyter_start><jupyter_text>Building a (Very Simple) Vector Store from ScratchIn this tutorial, we show you how to build a simple in-memory vector store that can store documents along with metadata. It will also expose a query interface that can support a variety of queries:- semantic search (with embedding similarity... | llama_index/docs/examples/low_level/vector_store.ipynb/0 | {
"file_path": "llama_index/docs/examples/low_level/vector_store.ipynb",
"repo_id": "llama_index",
"token_count": 5383
} | 1,198 |
<jupyter_start><jupyter_text>Run TemplateIn `server.py`, set -```add_routes(app, chain_rag_conv, path="/rag-gpt-crawler")```<jupyter_code>from langserve.client import RemoteRunnable
rag_app = RemoteRunnable("http://localhost:8001/rag-gpt-crawler")
rag_app.invoke("How does summarization work?")<jupyter_output><empty_ou... | langchain/templates/rag-gpt-crawler/rag_gpt_crawler.ipynb/0 | {
"file_path": "langchain/templates/rag-gpt-crawler/rag_gpt_crawler.ipynb",
"repo_id": "langchain",
"token_count": 124
} | 718 |
import importlib
import os
import tempfile
from pathlib import Path
from typing import Any, Dict, Iterable, List, Optional, Tuple, Union
from langchain_core.documents import Document
from langchain_core.embeddings import Embeddings
from langchain_core.pydantic_v1 import Extra, root_validator
from langchain_core.utils ... | langchain/libs/community/langchain_community/vectorstores/thirdai_neuraldb.py/0 | {
"file_path": "langchain/libs/community/langchain_community/vectorstores/thirdai_neuraldb.py",
"repo_id": "langchain",
"token_count": 5866
} | 333 |
<!--Copyright 2020 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/main_classes/processors.md/0 | {
"file_path": "transformers/docs/source/en/main_classes/processors.md",
"repo_id": "transformers",
"token_count": 2073
} | 454 |
use num_bigint::BigInt;
use parking_lot::{Mutex, RwLock, RwLockUpgradableReadGuard, RwLockWriteGuard};
use std::collections::HashMap;
use std::sync::atomic::AtomicUsize;
use std::sync::Arc;
use crate::errors::ChromaError;
use crate::index::{HnswIndex, HnswIndexConfig, Index, IndexConfig};
use crate::types::{EmbeddingR... | chroma/rust/worker/src/segment/distributed_hnsw_segment.rs/0 | {
"file_path": "chroma/rust/worker/src/segment/distributed_hnsw_segment.rs",
"repo_id": "chroma",
"token_count": 2771
} | 61 |
import { PromptTemplate } from "@langchain/core/prompts";
import { LLMChain, LLMChainInput } from "./llm_chain.js";
import { BufferMemory } from "../memory/buffer_memory.js";
import { Optional } from "../types/type-utils.js";
export const DEFAULT_TEMPLATE = `The following is a friendly conversation between a human and... | langchainjs/langchain/src/chains/conversation.ts/0 | {
"file_path": "langchainjs/langchain/src/chains/conversation.ts",
"repo_id": "langchainjs",
"token_count": 524
} | 889 |
# coding=utf-8
# Copyright 2022 The OpenBMB 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.org/licenses/LIC... | transformers/src/transformers/models/cpmant/modeling_cpmant.py/0 | {
"file_path": "transformers/src/transformers/models/cpmant/modeling_cpmant.py",
"repo_id": "transformers",
"token_count": 16764
} | 585 |
<!--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/hpo_train.md/0 | {
"file_path": "transformers/docs/source/ja/hpo_train.md",
"repo_id": "transformers",
"token_count": 2841
} | 524 |
<jupyter_start><jupyter_text>**The Stable Diffusion Guide** 🎨 *...using `🧨 diffusers`* **Intro**Stable Diffusion is a [Latent Diffusion model](https://github.com/CompVis/latent-diffusion) developed by researchers from the Machine Vision and Learning group at LMU Munich, *a.k.a* CompVis.Model checkpoints were publicly... | notebooks/diffusers/sd_101_guide.ipynb/0 | {
"file_path": "notebooks/diffusers/sd_101_guide.ipynb",
"repo_id": "notebooks",
"token_count": 5420
} | 303 |
"""Test RetrievalQA functionality."""
from pathlib import Path
from langchain_community.document_loaders import TextLoader
from langchain_community.embeddings.openai import OpenAIEmbeddings
from langchain_community.llms import OpenAI
from langchain_community.vectorstores import FAISS
from langchain.chains import Retr... | langchain/libs/langchain/tests/integration_tests/chains/test_retrieval_qa.py/0 | {
"file_path": "langchain/libs/langchain/tests/integration_tests/chains/test_retrieval_qa.py",
"repo_id": "langchain",
"token_count": 410
} | 638 |
<!--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/en/perf_train_cpu_many.md/0 | {
"file_path": "transformers/docs/source/en/perf_train_cpu_many.md",
"repo_id": "transformers",
"token_count": 5796
} | 462 |
"""Query Transforms."""
from llama_index.core.indices.query.query_transform.base import (
DecomposeQueryTransform,
HyDEQueryTransform,
StepDecomposeQueryTransform,
)
__all__ = [
"HyDEQueryTransform",
"DecomposeQueryTransform",
"StepDecomposeQueryTransform",
]
| llama_index/llama-index-core/llama_index/core/indices/query/query_transform/__init__.py/0 | {
"file_path": "llama_index/llama-index-core/llama_index/core/indices/query/query_transform/__init__.py",
"repo_id": "llama_index",
"token_count": 103
} | 1,266 |
// Code generated by mockery v2.32.4. DO NOT EDIT.
package segments
import (
context "context"
commonpb "github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
datapb "github.com/milvus-io/milvus/internal/proto/datapb"
mock "github.com/stretchr/testify/mock"
msgpb "github.com/milvus-io/milvus-proto/go-api/v2/... | milvus/internal/querynodev2/segments/mock_segment.go/0 | {
"file_path": "milvus/internal/querynodev2/segments/mock_segment.go",
"repo_id": "milvus",
"token_count": 12853
} | 2,047 |
python_tests()
| llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-dynamodb/tests/BUILD/0 | {
"file_path": "llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-dynamodb/tests/BUILD",
"repo_id": "llama_index",
"token_count": 5
} | 1,520 |
import type { BaseLanguageModelInterface } from "@langchain/core/language_models/base";
import { Document } from "@langchain/core/documents";
import { PromptTemplate, BasePromptTemplate } from "@langchain/core/prompts";
import {
StringPromptValue,
BasePromptValue,
} from "@langchain/core/prompt_values";
import {
... | langchainjs/langchain/src/retrievers/hyde.ts/0 | {
"file_path": "langchainjs/langchain/src/retrievers/hyde.ts",
"repo_id": "langchainjs",
"token_count": 1693
} | 928 |
package resource
import (
"testing"
"time"
"github.com/cockroachdb/errors"
"github.com/stretchr/testify/assert"
)
func TestResourceManager(t *testing.T) {
{
manager := NewManager(0, 0, nil)
manager.Close()
}
manager := NewManager(500*time.Millisecond, 2*time.Second, map[string]time.Duration{
"test": ti... | milvus/pkg/util/resource/resource_manager_test.go/0 | {
"file_path": "milvus/pkg/util/resource/resource_manager_test.go",
"repo_id": "milvus",
"token_count": 1846
} | 1,948 |
# LlamaIndex Readers Integration: Google
| llama_index/llama-index-integrations/readers/llama-index-readers-google/README.md/0 | {
"file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-google/README.md",
"repo_id": "llama_index",
"token_count": 9
} | 1,358 |
"""
This script requires you to build `LAVIS` from source, since the pip version doesn't have BLIP Diffusion. Follow instructions here: https://github.com/salesforce/LAVIS/tree/main.
"""
import argparse
import os
import tempfile
import torch
from lavis.models import load_model_and_preprocess
from transformers import ... | diffusers/scripts/convert_blipdiffusion_to_diffusers.py/0 | {
"file_path": "diffusers/scripts/convert_blipdiffusion_to_diffusers.py",
"repo_id": "diffusers",
"token_count": 5920
} | 229 |
from typing import Any
from unittest.mock import Mock, patch
from langchain_core.prompts import ChatPromptTemplate
from langchain_core.runnables.base import ConfigurableField
from langchain.runnables.hub import HubRunnable
@patch("langchain.hub.pull")
def test_hub_runnable(mock_pull: Mock) -> None:
mock_pull.re... | langchain/libs/langchain/tests/unit_tests/runnables/test_hub.py/0 | {
"file_path": "langchain/libs/langchain/tests/unit_tests/runnables/test_hub.py",
"repo_id": "langchain",
"token_count": 929
} | 649 |
import {
Comparator,
Comparators,
Comparison,
FilterDirective,
Operation,
Operator,
Operators,
} from "./ir.js";
import {
CallExpressionType,
ExpressionParser,
ParsedType,
} from "../../output_parsers/expression.js";
/**
* A type representing the possible types that can be traversed in an
* expre... | langchainjs/langchain/src/chains/query_constructor/parser.ts/0 | {
"file_path": "langchainjs/langchain/src/chains/query_constructor/parser.ts",
"repo_id": "langchainjs",
"token_count": 1716
} | 864 |
#ifndef _qdq_3_cuh
#define _qdq_3_cuh
#include "qdq_util.cuh"
#include "../../config.h"
#if QMODE_3BIT == 1
// Permutation:
//
// v9997775 55333111 u8886664 44222000 (u, v lsb)
// vjjjhhhf ffdddbbb uiiiggge eecccaaa
// vtttrrrp ppnnnlll usssqqqo oommmkkk
__forceinline__ __device__ void shuffle_3bit_32
(
uin... | text-generation-inference/server/exllamav2_kernels/exllamav2_kernels/cuda/quant/qdq_3.cuh/0 | {
"file_path": "text-generation-inference/server/exllamav2_kernels/exllamav2_kernels/cuda/quant/qdq_3.cuh",
"repo_id": "text-generation-inference",
"token_count": 3335
} | 417 |
# 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 applicabl... | transformers/src/transformers/utils/generic.py/0 | {
"file_path": "transformers/src/transformers/utils/generic.py",
"repo_id": "transformers",
"token_count": 9888
} | 696 |
# coding=utf-8
# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and the HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the Lice... | transformers/src/transformers/models/xlnet/configuration_xlnet.py/0 | {
"file_path": "transformers/src/transformers/models/xlnet/configuration_xlnet.py",
"repo_id": "transformers",
"token_count": 4437
} | 744 |
<jupyter_start><jupyter_text>Rockset>[Rockset](https://rockset.com/) is a real-time search and analytics database built for the cloud. Rockset uses a [Converged Index™](https://rockset.com/blog/converged-indexing-the-secret-sauce-behind-rocksets-fast-queries/) with an efficient store for vector embeddings to serve low ... | langchain/docs/docs/integrations/vectorstores/rockset.ipynb/0 | {
"file_path": "langchain/docs/docs/integrations/vectorstores/rockset.ipynb",
"repo_id": "langchain",
"token_count": 1813
} | 193 |
from typing import Any, List, Sequence, Tuple, Union
from langchain_core._api import deprecated
from langchain_core.agents import AgentAction, AgentFinish
from langchain_core.callbacks import Callbacks
from langchain_core.language_models import BaseLanguageModel
from langchain_core.prompts.base import BasePromptTempla... | langchain/libs/langchain/langchain/agents/xml/base.py/0 | {
"file_path": "langchain/libs/langchain/langchain/agents/xml/base.py",
"repo_id": "langchain",
"token_count": 2995
} | 472 |
import fs from "fs/promises";
import { rollup } from "rollup";
const packageJson = JSON.parse(await fs.readFile("package.json", "utf-8"));
export function listEntrypoints() {
const exports = packageJson.exports;
const entrypoints = [];
for (const [key, value] of Object.entries(exports)) {
if (key === "./pa... | langchainjs/libs/langchain-scripts/scripts/check-tree-shaking.js/0 | {
"file_path": "langchainjs/libs/langchain-scripts/scripts/check-tree-shaking.js",
"repo_id": "langchainjs",
"token_count": 699
} | 1,021 |
# 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/speecht5/convert_speecht5_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/speecht5/convert_speecht5_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 7959
} | 680 |
# 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/stable_diffusion_2/test_stable_diffusion_inpaint.py/0 | {
"file_path": "diffusers/tests/pipelines/stable_diffusion_2/test_stable_diffusion_inpaint.py",
"repo_id": "diffusers",
"token_count": 4789
} | 294 |
<!--⚠️ Note that this file is in Markdown but contain specific syntax for our doc-builder (similar to MDX) that may not be
rendered properly in your Markdown viewer.
-->
# Models
[`PeftModel`] is the base model class for specifying the base Transformer model and configuration to apply a PEFT method to. The base `Peft... | peft/docs/source/package_reference/peft_model.md/0 | {
"file_path": "peft/docs/source/package_reference/peft_model.md",
"repo_id": "peft",
"token_count": 540
} | 307 |
import asyncio
from functools import partial
from typing import Any, List, Optional, Tuple, cast
from ai21.models import ChatMessage, Penalty, RoleType
from langchain_core.callbacks import (
AsyncCallbackManagerForLLMRun,
CallbackManagerForLLMRun,
)
from langchain_core.language_models.chat_models import BaseCh... | langchain/libs/partners/ai21/langchain_ai21/chat_models.py/0 | {
"file_path": "langchain/libs/partners/ai21/langchain_ai21/chat_models.py",
"repo_id": "langchain",
"token_count": 2090
} | 658 |
import abc
import codecs
import json
from typing import TYPE_CHECKING
if TYPE_CHECKING:
from botocore.response import StreamingBody
from llama_index.core.bridge.pydantic import BaseModel, Field
class BaseIOHandler(BaseModel, metaclass=abc.ABCMeta):
content_type: str = Field(
description="The MIME ty... | llama_index/llama-index-integrations/llms/llama-index-llms-sagemaker-endpoint/llama_index/llms/sagemaker_endpoint/utils.py/0 | {
"file_path": "llama_index/llama-index-integrations/llms/llama-index-llms-sagemaker-endpoint/llama_index/llms/sagemaker_endpoint/utils.py",
"repo_id": "llama_index",
"token_count": 1008
} | 1,422 |
// 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/rootcoord/show_partition_task.go/0 | {
"file_path": "milvus/internal/rootcoord/show_partition_task.go",
"repo_id": "milvus",
"token_count": 891
} | 2,059 |
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