text stringlengths 3 1.68M | id stringlengths 13 169 | metadata dict | __index_level_0__ int64 0 2.21k |
|---|---|---|---|
<jupyter_start><jupyter_text>🚀 RAG/LLM Evaluators - DeepEvalThis code tutorial shows how you can easily integrate DeepEval with LlamaIndex. DeepEval makes it easy to unit-test your RAG/LLMs.You can read more about the DeepEval framework here: https://docs.confident-ai.com/docs/getting-startedFeel free to check out our... | llama_index/docs/examples/evaluation/Deepeval.ipynb/0 | {
"file_path": "llama_index/docs/examples/evaluation/Deepeval.ipynb",
"repo_id": "llama_index",
"token_count": 775
} | 1,080 |
from typing import Any, Dict, List, Optional, Tuple
from copy import deepcopy
from presidio_anonymizer.operators import Operator, OperatorType
from llama_index.core.postprocessor.types import BaseNodePostprocessor
from llama_index.core.schema import MetadataMode, NodeWithScore, QueryBundle
from presidio_analyzer impo... | llama_index/llama-index-integrations/postprocessor/llama-index-postprocessor-presidio/llama_index/postprocessor/presidio/base.py/0 | {
"file_path": "llama_index/llama-index-integrations/postprocessor/llama-index-postprocessor-presidio/llama_index/postprocessor/presidio/base.py",
"repo_id": "llama_index",
"token_count": 1744
} | 1,251 |
use std::sync::Arc;
use std::{fmt::Debug, sync::RwLock};
use super::config::{CustomResourceMemberlistProviderConfig, MemberlistProviderConfig};
use crate::system::{Receiver, Sender};
use crate::{
config::{Configurable, WorkerConfig},
errors::{ChromaError, ErrorCodes},
system::{Component, ComponentContext, ... | chroma/rust/worker/src/memberlist/memberlist_provider.rs/0 | {
"file_path": "chroma/rust/worker/src/memberlist/memberlist_provider.rs",
"repo_id": "chroma",
"token_count": 4146
} | 62 |
# mongo-parent-document-retrieval
This template performs RAG using MongoDB and OpenAI.
It does a more advanced form of RAG called Parent-Document Retrieval.
In this form of retrieval, a large document is first split into medium sized chunks.
From there, those medium size chunks are split into small chunks.
Embeddings... | langchain/templates/mongo-parent-document-retrieval/README.md/0 | {
"file_path": "langchain/templates/mongo-parent-document-retrieval/README.md",
"repo_id": "langchain",
"token_count": 1760
} | 673 |
from pathlib import Path
from langchain_core.documents import Document
from langchain_community.document_loaders.csv_loader import CSVLoader
class TestCSVLoader:
# Tests that a CSV file with valid data is loaded successfully.
def test_csv_loader_load_valid_data(self) -> None:
# Setup
file_pa... | langchain/libs/community/tests/unit_tests/document_loaders/test_csv_loader.py/0 | {
"file_path": "langchain/libs/community/tests/unit_tests/document_loaders/test_csv_loader.py",
"repo_id": "langchain",
"token_count": 1331
} | 376 |
import { withJsonFormsControlProps } from "@jsonforms/react";
import PlusIcon from "../assets/PlusIcon.svg?react";
import TrashIcon from "../assets/TrashIcon.svg?react";
import CodeIcon from "../assets/CodeIcon.svg?react";
import ChatIcon from "../assets/ChatIcon.svg?react";
import {
rankWith,
and,
schemaMatches,... | langserve/langserve/playground/src/components/ChatMessagesControlRenderer.tsx/0 | {
"file_path": "langserve/langserve/playground/src/components/ChatMessagesControlRenderer.tsx",
"repo_id": "langserve",
"token_count": 6896
} | 1,086 |
package migration
type Migration interface {
// Validate if migration can be executed. For example, higher version to lower version is not allowed.
Validate() error
// CheckCompatible check if target is compatible with source. If compatible, no migration should be executed.
CheckCompatible() bool
// CheckSessions... | milvus/cmd/tools/migration/migration/migration.go/0 | {
"file_path": "milvus/cmd/tools/migration/migration/migration.go",
"repo_id": "milvus",
"token_count": 190
} | 1,620 |
<jupyter_start><jupyter_text>Retrieval EvaluationThis notebook uses our `RetrieverEvaluator` to evaluate the quality of any Retriever module defined in LlamaIndex.We specify a set of different evaluation metrics: this includes hit-rate and MRR. For any given question, these will compare the quality of retrieved results... | llama_index/docs/examples/evaluation/retrieval/retriever_eval.ipynb/0 | {
"file_path": "llama_index/docs/examples/evaluation/retrieval/retriever_eval.ipynb",
"repo_id": "llama_index",
"token_count": 1657
} | 1,102 |
# coding=utf-8
# Copyright 2021 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/sew_d/test_modeling_sew_d.py/0 | {
"file_path": "transformers/tests/models/sew_d/test_modeling_sew_d.py",
"repo_id": "transformers",
"token_count": 10461
} | 750 |
import os
if os.environ.get("PEFT_DEBUG_WITH_TORCH_COMPILE") == "1":
# This is a hack purely for debugging purposes. If the environment variable PEFT_DEBUG_WITH_TORCH_COMPILE is set to
# 1, get_peft_model() will return a compiled model. This way, all unit tests that use peft.get_peft_model() will
# use a ... | peft/tests/__init__.py/0 | {
"file_path": "peft/tests/__init__.py",
"repo_id": "peft",
"token_count": 302
} | 323 |
// 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/http/server.go/0 | {
"file_path": "milvus/internal/http/server.go",
"repo_id": "milvus",
"token_count": 1249
} | 1,819 |
app.location$.subscribe(function() {
var tables = document.querySelectorAll("article table")
tables.forEach(function(table) {
new Tablesort(table)
})
}) | pytorch-image-models/docs/javascripts/tables.js/0 | {
"file_path": "pytorch-image-models/docs/javascripts/tables.js",
"repo_id": "pytorch-image-models",
"token_count": 52
} | 354 |
search_performance:
collections:
-
milvus:
db_config.primary_path: /test/milvus/db_data_011/sift_10w_128_l2_sq8
cache_config.cpu_cache_capacity: 150GB
engine_config.use_blas_threshold: 0
engine_config.gpu_search_threshold: 200
gpu_resource_config.enable: true
... | milvus/tests/benchmark/milvus_benchmark/suites/2_cpu_search.yaml/0 | {
"file_path": "milvus/tests/benchmark/milvus_benchmark/suites/2_cpu_search.yaml",
"repo_id": "milvus",
"token_count": 417
} | 1,971 |
// Copyright (C) 2019-2020 Zilliz. All rights reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance
// with the License. You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable l... | milvus/internal/core/src/query/generated/ExecExprVisitor.h/0 | {
"file_path": "milvus/internal/core/src/query/generated/ExecExprVisitor.h",
"repo_id": "milvus",
"token_count": 3086
} | 1,879 |
from dataclasses import dataclass
from typing import Dict, Optional, Tuple, Union
import torch
import torch.nn as nn
from ...configuration_utils import ConfigMixin, register_to_config
from ...loaders import UNet2DConditionLoadersMixin
from ...utils import BaseOutput, logging
from ..attention_processor import CROSS_AT... | diffusers/src/diffusers/models/unets/unet_spatio_temporal_condition.py/0 | {
"file_path": "diffusers/src/diffusers/models/unets/unet_spatio_temporal_condition.py",
"repo_id": "diffusers",
"token_count": 9881
} | 248 |
# Query Engine
## Concept
Query engine is a generic interface that allows you to ask question over your data.
A query engine takes in a natural language query, and returns a rich response.
It is most often (but not always) built on one or many [indexes](/module_guides/indexing/indexing.md) via [retrievers](/module_g... | llama_index/docs/module_guides/deploying/query_engine/root.md/0 | {
"file_path": "llama_index/docs/module_guides/deploying/query_engine/root.md",
"repo_id": "llama_index",
"token_count": 374
} | 1,224 |
import { LlamaModel, LlamaContext, LlamaChatSession } from "node-llama-cpp";
/**
* Note that the modelPath is the only required parameter. For testing you
* can set this in the environment variable `LLAMA_PATH`.
*/
export interface LlamaBaseCppInputs {
/** Prompt processing batch size. */
batchSize?: number;
... | langchainjs/libs/langchain-community/src/utils/llama_cpp.ts/0 | {
"file_path": "langchainjs/libs/langchain-community/src/utils/llama_cpp.ts",
"repo_id": "langchainjs",
"token_count": 838
} | 1,011 |
// Licensed to the LF AI & Data foundation under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use th... | milvus/internal/proxy/repack_func.go/0 | {
"file_path": "milvus/internal/proxy/repack_func.go",
"repo_id": "milvus",
"token_count": 949
} | 1,820 |
import os
from langchain_community.chat_models import ChatOpenAI
from langchain_community.embeddings import OpenAIEmbeddings
from langchain_community.vectorstores.opensearch_vector_search import (
OpenSearchVectorSearch,
)
from langchain_core.output_parsers import StrOutputParser
from langchain_core.prompts import... | langchain/templates/rag-opensearch/rag_opensearch/chain.py/0 | {
"file_path": "langchain/templates/rag-opensearch/rag_opensearch/chain.py",
"repo_id": "langchain",
"token_count": 618
} | 724 |
"""Langchain Embedding Wrapper Module."""
from typing import TYPE_CHECKING, List, Optional
from llama_index.legacy.bridge.pydantic import PrivateAttr
from llama_index.legacy.callbacks import CallbackManager
from llama_index.legacy.core.embeddings.base import (
DEFAULT_EMBED_BATCH_SIZE,
BaseEmbedding,
)
if TY... | llama_index/llama-index-legacy/llama_index/legacy/embeddings/langchain.py/0 | {
"file_path": "llama_index/llama-index-legacy/llama_index/legacy/embeddings/langchain.py",
"repo_id": "llama_index",
"token_count": 1354
} | 1,558 |
from langchain_community.agent_toolkits.openapi.planner_prompt import (
API_CONTROLLER_PROMPT,
API_CONTROLLER_TOOL_DESCRIPTION,
API_CONTROLLER_TOOL_NAME,
API_ORCHESTRATOR_PROMPT,
API_PLANNER_PROMPT,
API_PLANNER_TOOL_DESCRIPTION,
API_PLANNER_TOOL_NAME,
PARSING_DELETE_PROMPT,
PARSING_G... | langchain/libs/langchain/langchain/agents/agent_toolkits/openapi/planner_prompt.py/0 | {
"file_path": "langchain/libs/langchain/langchain/agents/agent_toolkits/openapi/planner_prompt.py",
"repo_id": "langchain",
"token_count": 597
} | 480 |
from __future__ import annotations
from typing import (
TYPE_CHECKING,
Any,
AsyncIterator,
Iterator,
Optional,
Union,
)
from langchain_core.messages import BaseMessage, BaseMessageChunk
from langchain_core.output_parsers.base import BaseOutputParser, T
from langchain_core.outputs import (
... | langchain/libs/core/langchain_core/output_parsers/transform.py/0 | {
"file_path": "langchain/libs/core/langchain_core/output_parsers/transform.py",
"repo_id": "langchain",
"token_count": 2030
} | 403 |
@tailwind base;
@tailwind components;
@tailwind utilities;
html, body, #root {
height: 100%;
}
body {
background: #f5f5f5;
}
| opengpts/frontend/src/index.css/0 | {
"file_path": "opengpts/frontend/src/index.css",
"repo_id": "opengpts",
"token_count": 53
} | 2,205 |
# 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/others/test_training.py/0 | {
"file_path": "diffusers/tests/others/test_training.py",
"repo_id": "diffusers",
"token_count": 1481
} | 275 |
// 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/unittest/test_minio_chunk_manager.cpp/0 | {
"file_path": "milvus/internal/core/unittest/test_minio_chunk_manager.cpp",
"repo_id": "milvus",
"token_count": 4870
} | 1,819 |
// 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/minio_chunk_manager_test.go/0 | {
"file_path": "milvus/internal/storage/minio_chunk_manager_test.go",
"repo_id": "milvus",
"token_count": 7206
} | 2,065 |
from langchain_community.document_loaders.arcgis_loader import (
ArcGISLoader,
)
__all__ = ["ArcGISLoader"]
| langchain/libs/langchain/langchain/document_loaders/arcgis_loader.py/0 | {
"file_path": "langchain/libs/langchain/langchain/document_loaders/arcgis_loader.py",
"repo_id": "langchain",
"token_count": 42
} | 501 |
from llama_index.core.readers.base import BaseReader
from llama_index.readers.sec_filings import SECFilingsLoader
def test_class():
names_of_base_classes = [b.__name__ for b in SECFilingsLoader.__mro__]
assert BaseReader.__name__ in names_of_base_classes
| llama_index/llama-index-integrations/readers/llama-index-readers-sec-filings/tests/test_readers_sec_filings.py/0 | {
"file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-sec-filings/tests/test_readers_sec_filings.py",
"repo_id": "llama_index",
"token_count": 92
} | 1,519 |
"""AwaDB vector store index.
An index that is built on top of an existing vector store.
"""
import logging
import uuid
from typing import Any, List, Optional, Set
from llama_index.legacy.schema import BaseNode, MetadataMode, TextNode
from llama_index.legacy.vector_stores.types import (
VectorStore,
VectorSt... | llama_index/llama-index-legacy/llama_index/legacy/vector_stores/awadb.py/0 | {
"file_path": "llama_index/llama-index-legacy/llama_index/legacy/vector_stores/awadb.py",
"repo_id": "llama_index",
"token_count": 3000
} | 1,621 |
package logutil
import (
"testing"
"github.com/stretchr/testify/assert"
"go.uber.org/zap"
"go.uber.org/zap/zapcore"
"github.com/milvus-io/milvus/pkg/log"
)
func TestName(t *testing.T) {
conf := &log.Config{Level: "debug", DisableTimestamp: true}
logger, _, _ := log.InitTestLogger(t, conf, zap.AddCallerSkip(1... | milvus/pkg/util/logutil/logutil_test.go/0 | {
"file_path": "milvus/pkg/util/logutil/logutil_test.go",
"repo_id": "milvus",
"token_count": 294
} | 1,974 |
# 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/tests/models/dinov2/test_modeling_dinov2.py/0 | {
"file_path": "transformers/tests/models/dinov2/test_modeling_dinov2.py",
"repo_id": "transformers",
"token_count": 5087
} | 757 |
# Supabase
Langchain supports using Supabase Postgres database as a vector store, using the `pgvector` postgres extension. Refer to the [Supabase blog post](https://supabase.com/blog/openai-embeddings-postgres-vector) for more information.
## Setup
### Install the library with
```bash npm2yarn
npm install -S @supab... | langchainjs/docs/core_docs/docs/integrations/vectorstores/supabase.mdx/0 | {
"file_path": "langchainjs/docs/core_docs/docs/integrations/vectorstores/supabase.mdx",
"repo_id": "langchainjs",
"token_count": 1194
} | 720 |
import os
import tempfile
from unittest import TestCase
import numpy as np
import pandas as pd
import pytest
from datasets import load_from_disk
from datasets.arrow_dataset import Dataset
from datasets.dataset_dict import DatasetDict, IterableDatasetDict
from datasets.features import ClassLabel, Features, Sequence, V... | datasets/tests/test_dataset_dict.py/0 | {
"file_path": "datasets/tests/test_dataset_dict.py",
"repo_id": "datasets",
"token_count": 17402
} | 155 |
<!--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/ja/model_doc/barthez.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/barthez.md",
"repo_id": "transformers",
"token_count": 1461
} | 526 |
import os
from langchain.text_splitter import RecursiveCharacterTextSplitter
from langchain_community.document_loaders import JSONLoader
from langchain_community.embeddings import HuggingFaceEmbeddings
from langchain_community.vectorstores.elasticsearch import ElasticsearchStore
ELASTIC_CLOUD_ID = os.getenv("ELASTIC_... | langchain/templates/rag-elasticsearch/ingest.py/0 | {
"file_path": "langchain/templates/rag-elasticsearch/ingest.py",
"repo_id": "langchain",
"token_count": 629
} | 695 |
# candle-stable-diffusion: A Diffusers API in Rust/Candle
_A rusty robot holding a fire torch in its hand_, generated by Stable Diffusion
XL using Rust and [candle](https://github.com/huggingface/candle).
The `stable-diffusion` example is a conversion... | candle/candle-examples/examples/stable-diffusion/README.md/0 | {
"file_path": "candle/candle-examples/examples/stable-diffusion/README.md",
"repo_id": "candle",
"token_count": 917
} | 48 |
import { expect, test } from "@jest/globals";
import { AdminClient } from "../src/AdminClient";
import adminClient from "./initAdminClient";
test("it should create the admin client connection", async () => {
expect(adminClient).toBeDefined();
expect(adminClient).toBeInstanceOf(AdminClient);
});
test("it shoul... | chroma/clients/js/test/admin.test.ts/0 | {
"file_path": "chroma/clients/js/test/admin.test.ts",
"repo_id": "chroma",
"token_count": 667
} | 33 |
from llama_index.packs.fuzzy_citation.base import FuzzyCitationEnginePack
__all__ = ["FuzzyCitationEnginePack"]
| llama_index/llama-index-packs/llama-index-packs-fuzzy-citation/llama_index/packs/fuzzy_citation/__init__.py/0 | {
"file_path": "llama_index/llama-index-packs/llama-index-packs-fuzzy-citation/llama_index/packs/fuzzy_citation/__init__.py",
"repo_id": "llama_index",
"token_count": 40
} | 1,704 |
from langchain.schema.runnable.fallbacks import __all__
EXPECTED_ALL = ["RunnableWithFallbacks"]
def test_all_imports() -> None:
assert set(__all__) == set(EXPECTED_ALL)
| langchain/libs/langchain/tests/unit_tests/schema/runnable/test_fallbacks.py/0 | {
"file_path": "langchain/libs/langchain/tests/unit_tests/schema/runnable/test_fallbacks.py",
"repo_id": "langchain",
"token_count": 67
} | 650 |
# 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/examples/legacy/seq2seq/train_mbart_cc25_enro.sh/0 | {
"file_path": "transformers/examples/legacy/seq2seq/train_mbart_cc25_enro.sh",
"repo_id": "transformers",
"token_count": 501
} | 547 |
# GPT4All
This page covers how to use the `GPT4All` wrapper within LangChain. The tutorial is divided into two parts: installation and setup, followed by usage with an example.
## Installation and Setup
- Install the Python package with `pip install gpt4all`
- Download a [GPT4All model](https://gpt4all.io/index.html... | langchain/docs/docs/integrations/providers/gpt4all.mdx/0 | {
"file_path": "langchain/docs/docs/integrations/providers/gpt4all.mdx",
"repo_id": "langchain",
"token_count": 609
} | 141 |
from llama_index.vector_stores.jaguar.base import JaguarVectorStore
__all__ = ["JaguarVectorStore"]
| llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-jaguar/llama_index/vector_stores/jaguar/__init__.py/0 | {
"file_path": "llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-jaguar/llama_index/vector_stores/jaguar/__init__.py",
"repo_id": "llama_index",
"token_count": 33
} | 1,519 |
<jupyter_start><jupyter_text>Discord>[Discord](https://discord.com/) is a VoIP and instant messaging social platform. Users have the ability to communicate with voice calls, video calls, text messaging, media and files in private chats or as part of communities called "servers". A server is a collection of persistent c... | langchain/docs/docs/integrations/document_loaders/discord.ipynb/0 | {
"file_path": "langchain/docs/docs/integrations/document_loaders/discord.ipynb",
"repo_id": "langchain",
"token_count": 430
} | 105 |
# coding=utf-8
# Copyright 2018 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/rembert/convert_rembert_tf_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/rembert/convert_rembert_tf_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 775
} | 687 |
<!--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/model_doc/altclip.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/altclip.md",
"repo_id": "transformers",
"token_count": 1400
} | 476 |
package grpccoordinator
import (
"github.com/chroma/chroma-coordinator/internal/common"
"github.com/chroma/chroma-coordinator/internal/model"
"github.com/chroma/chroma-coordinator/internal/proto/coordinatorpb"
"github.com/chroma/chroma-coordinator/internal/types"
"github.com/pingcap/log"
"go.uber.org/zap"
)
fun... | chroma/go/coordinator/internal/grpccoordinator/proto_model_convert.go/0 | {
"file_path": "chroma/go/coordinator/internal/grpccoordinator/proto_model_convert.go",
"repo_id": "chroma",
"token_count": 2738
} | 43 |
import os
from typing import List
import faiss
import numpy as np
import torch
from datasets import Dataset, load_dataset
from PIL import Image
from transformers import CLIPFeatureExtractor, CLIPModel, PretrainedConfig
from diffusers import logging
logger = logging.get_logger(__name__) # pylint: disable=invalid-na... | diffusers/examples/research_projects/rdm/retriever.py/0 | {
"file_path": "diffusers/examples/research_projects/rdm/retriever.py",
"repo_id": "diffusers",
"token_count": 3959
} | 221 |
"""A mock Robot server."""
from enum import Enum
from typing import Any, Dict, List, Optional, Union
from uuid import uuid4
import uvicorn
from fastapi import FastAPI, HTTPException, Query
from fastapi.middleware.cors import CORSMiddleware
from fastapi.openapi.utils import get_openapi
from langchain_core.pydantic_v1 i... | langchain/libs/langchain/tests/mock_servers/robot/server.py/0 | {
"file_path": "langchain/libs/langchain/tests/mock_servers/robot/server.py",
"repo_id": "langchain",
"token_count": 2228
} | 589 |
import json
from typing import Any, AsyncIterator, Dict, Iterator, List, Optional
from aiohttp import ClientSession
from langchain_core.callbacks import (
AsyncCallbackManagerForLLMRun,
CallbackManagerForLLMRun,
)
from langchain_core.language_models.chat_models import (
BaseChatModel,
agenerate_from_st... | langchain/libs/community/langchain_community/chat_models/edenai.py/0 | {
"file_path": "langchain/libs/community/langchain_community/chat_models/edenai.py",
"repo_id": "langchain",
"token_count": 5959
} | 238 |
# 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/text_to_video_synthesis/test_text_to_video.py/0 | {
"file_path": "diffusers/tests/pipelines/text_to_video_synthesis/test_text_to_video.py",
"repo_id": "diffusers",
"token_count": 3406
} | 278 |
from langchain_community.llms.ollama import (
Ollama,
)
__all__ = ["Ollama"]
| langchain/libs/langchain/langchain/llms/ollama.py/0 | {
"file_path": "langchain/libs/langchain/langchain/llms/ollama.py",
"repo_id": "langchain",
"token_count": 35
} | 518 |
use std::error::Error;
use vergen::EmitBuilder;
fn main() -> Result<(), Box<dyn Error>> {
// Try to get the git sha from the local git repository
if EmitBuilder::builder()
.fail_on_error()
.git_sha(false)
.emit()
.is_err()
{
// Unable to get the git sha
if le... | text-generation-inference/router/build.rs/0 | {
"file_path": "text-generation-inference/router/build.rs",
"repo_id": "text-generation-inference",
"token_count": 324
} | 410 |
poetry_requirements(
name="poetry",
)
| llama_index/llama-index-integrations/readers/llama-index-readers-notion/BUILD/0 | {
"file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-notion/BUILD",
"repo_id": "llama_index",
"token_count": 18
} | 1,391 |
<!--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/zh/run_scripts.md/0 | {
"file_path": "transformers/docs/source/zh/run_scripts.md",
"repo_id": "transformers",
"token_count": 8240
} | 539 |
package indexcgowrapper
import (
"strconv"
"testing"
"github.com/stretchr/testify/assert"
"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
"github.com/milvus-io/milvus/pkg/common"
"github.com/milvus-io/milvus/pkg/util/metric"
)
const (
// index type
IndexFaissIDMap = "FLAT"
IndexFaissIVFFlat ... | milvus/internal/util/indexcgowrapper/index_test.go/0 | {
"file_path": "milvus/internal/util/indexcgowrapper/index_test.go",
"repo_id": "milvus",
"token_count": 4159
} | 2,023 |
# Azure Computer Vision Tool
This tool connects to a Azure account and allows an Agent to perform a variety of computer vision tasks on image urls.
You will need to set up an api key and computer vision instance using Azure, learn more here: https://azure.microsoft.com/en-ca/products/cognitive-services/computer-visio... | llama_index/llama-index-integrations/tools/llama-index-tools-azure-cv/README.md/0 | {
"file_path": "llama_index/llama-index-integrations/tools/llama-index-tools-azure-cv/README.md",
"repo_id": "llama_index",
"token_count": 424
} | 1,470 |
---
sidebar_position: 5
sidebar_class_name: hidden
---
# Callbacks
:::info
Head to [Integrations](/docs/integrations/callbacks/) for documentation on built-in callbacks integrations with 3rd-party tools.
:::
LangChain provides a callbacks system that allows you to hook into the various stages of your LLM application.... | langchain/docs/docs/modules/callbacks/index.mdx/0 | {
"file_path": "langchain/docs/docs/modules/callbacks/index.mdx",
"repo_id": "langchain",
"token_count": 1950
} | 187 |
# Quiz
The best way to learn and [to avoid the illusion of competence](https://www.coursera.org/lecture/learning-how-to-learn/illusions-of-competence-BuFzf) **is to test yourself.** This will help you to find **where you need to reinforce your knowledge**.
### Q1: Which of the following interpretations of bias-varia... | deep-rl-class/units/en/unit6/quiz.mdx/0 | {
"file_path": "deep-rl-class/units/en/unit6/quiz.mdx",
"repo_id": "deep-rl-class",
"token_count": 1508
} | 162 |
#include <stdio.h>
#include <assert.h>
#include "ATen/ATen.h"
#define MIN_VALUE (-1e38)
typedef at::BFloat16 bf16;
__global__ void kernel_forward_bf16(
const int B, const int T, const int C, const float *__restrict__ const _w, const bf16 *__restrict__ const _u,
const bf16 *__restrict__ const _k, const bf16 *__... | transformers/src/transformers/kernels/rwkv/wkv_cuda_bf16.cu/0 | {
"file_path": "transformers/src/transformers/kernels/rwkv/wkv_cuda_bf16.cu",
"repo_id": "transformers",
"token_count": 3302
} | 558 |
# coding=utf-8
# 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 requir... | transformers/tests/models/dit/test_modeling_dit.py/0 | {
"file_path": "transformers/tests/models/dit/test_modeling_dit.py",
"repo_id": "transformers",
"token_count": 744
} | 780 |
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | diffusers/docs/source/en/using-diffusers/reusing_seeds.md/0 | {
"file_path": "diffusers/docs/source/en/using-diffusers/reusing_seeds.md",
"repo_id": "diffusers",
"token_count": 1099
} | 192 |
import logging
import os
from datetime import datetime
from typing import List, Optional
from llama_index.core.readers.base import BaseReader
from llama_index.core.schema import Document
logger = logging.getLogger(__name__)
class ZulipReader(BaseReader):
"""Zulip reader."""
def __init__(
self,
... | llama_index/llama-index-integrations/readers/llama-index-readers-zulip/llama_index/readers/zulip/base.py/0 | {
"file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-zulip/llama_index/readers/zulip/base.py",
"repo_id": "llama_index",
"token_count": 1039
} | 1,444 |
<jupyter_start><jupyter_text>Huggingface Sagemaker-sdk - Deploy 🤗 Transformers for inference Welcome to this getting started guide, we will use the new Hugging Face Inference DLCs and Amazon SageMaker Python SDK to deploy a transformer model for inference. In this example we directly deploy one of the 10 000+ Hugging... | notebooks/sagemaker/11_deploy_model_from_hf_hub/deploy_transformer_model_from_hf_hub.ipynb/0 | {
"file_path": "notebooks/sagemaker/11_deploy_model_from_hf_hub/deploy_transformer_model_from_hf_hub.ipynb",
"repo_id": "notebooks",
"token_count": 1196
} | 330 |
# Blackboard
>[Blackboard Learn](https://en.wikipedia.org/wiki/Blackboard_Learn) (previously the `Blackboard Learning Management System`)
> is a web-based virtual learning environment and learning management system developed by Blackboard Inc.
> The software features course management, customizable open architecture,... | langchain/docs/docs/integrations/providers/blackboard.mdx/0 | {
"file_path": "langchain/docs/docs/integrations/providers/blackboard.mdx",
"repo_id": "langchain",
"token_count": 233
} | 139 |
# Copyright 2021 The HuggingFace 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 agreed to... | datasets/src/datasets/formatting/jax_formatter.py/0 | {
"file_path": "datasets/src/datasets/formatting/jax_formatter.py",
"repo_id": "datasets",
"token_count": 2858
} | 132 |
from unittest.mock import MagicMock, patch
import pytest
from llama_index.agent.openai.openai_assistant_agent import (
OpenAIAssistantAgent,
acall_function,
)
from llama_index.core.llms import ChatMessage
from llama_index.core.tools import FunctionTool, ToolOutput
import openai
from openai.types.beta.threads.... | llama_index/llama-index-integrations/agent/llama-index-agent-openai/tests/test_openai_assistant_agent.py/0 | {
"file_path": "llama_index/llama-index-integrations/agent/llama-index-agent-openai/tests/test_openai_assistant_agent.py",
"repo_id": "llama_index",
"token_count": 743
} | 1,260 |
<jupyter_start><jupyter_text>Generating images and text with UniDiffuserUniDiffuser was introduced in [One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale](https://arxiv.org/abs/2303.06555).In this notebook, we will show how the [UniDiffuser pipeline](https://huggingface.co/docs/diffusers/api/pipel... | notebooks/diffusers/unidiffuser.ipynb/0 | {
"file_path": "notebooks/diffusers/unidiffuser.ipynb",
"repo_id": "notebooks",
"token_count": 2196
} | 278 |
# Tools
## Concept
Having proper tool abstractions is at the core of building [data agents](/module_guides/deploying/agents/root.md). Defining a set of Tools is similar to defining any API interface, with the exception that these Tools are meant for agent rather than human use. We allow users to define both a **Tool*... | llama_index/docs/module_guides/deploying/agents/tools/root.md/0 | {
"file_path": "llama_index/docs/module_guides/deploying/agents/tools/root.md",
"repo_id": "llama_index",
"token_count": 684
} | 1,223 |
{
"details": {
"best_of_sequences": null,
"finish_reason": "length",
"generated_tokens": 10,
"prefill": [
{
"id": 50,
"logprob": null,
"text": "G"
},
{
"id": 330,
"logprob": -5.96875,
"text": "ir"
},
{
"id": 1622,
... | text-generation-inference/integration-tests/models/__snapshots__/test_flash_falcon/test_flash_falcon.json/0 | {
"file_path": "text-generation-inference/integration-tests/models/__snapshots__/test_flash_falcon/test_flash_falcon.json",
"repo_id": "text-generation-inference",
"token_count": 4604
} | 392 |
# coding=utf-8
# Copyright 2020 The HuggingFace Team 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 clone of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/tests/generation/test_utils.py/0 | {
"file_path": "transformers/tests/generation/test_utils.py",
"repo_id": "transformers",
"token_count": 75449
} | 727 |
python_sources()
| llama_index/llama-index-core/llama_index/core/ingestion/BUILD/0 | {
"file_path": "llama_index/llama-index-core/llama_index/core/ingestion/BUILD",
"repo_id": "llama_index",
"token_count": 6
} | 1,134 |
### Motivation
Without processing, english-> romanian mbart-large-en-ro gets BLEU score 26.8 on the WMT data.
With post processing, it can score 37..
Here is the postprocessing code, stolen from @mjpost in this [issue](https://github.com/pytorch/fairseq/issues/1758)
### Instructions
Note: You need to have your test_... | transformers/examples/legacy/seq2seq/romanian_postprocessing.md/0 | {
"file_path": "transformers/examples/legacy/seq2seq/romanian_postprocessing.md",
"repo_id": "transformers",
"token_count": 723
} | 525 |
import os
from langchain.text_splitter import RecursiveCharacterTextSplitter
from langchain_community.document_loaders import JSONLoader
from langchain_community.embeddings import OpenAIEmbeddings
from langchain_community.vectorstores import ElasticsearchStore
ELASTIC_CLOUD_ID = os.getenv("ELASTIC_CLOUD_ID")
ELASTIC_... | langchain/templates/rag-self-query/ingest.py/0 | {
"file_path": "langchain/templates/rag-self-query/ingest.py",
"repo_id": "langchain",
"token_count": 628
} | 706 |
// Code generated by mockery v2.32.4. DO NOT EDIT.
package proxy
import (
context "context"
grpc "google.golang.org/grpc"
mock "github.com/stretchr/testify/mock"
rootcoordpb "github.com/milvus-io/milvus/internal/proto/rootcoordpb"
)
// mockTimestampAllocator is an autogenerated mock type for the timestampAllo... | milvus/internal/proxy/mock_tso_test.go/0 | {
"file_path": "milvus/internal/proxy/mock_tso_test.go",
"repo_id": "milvus",
"token_count": 1453
} | 1,818 |
<jupyter_start><jupyter_text>Google FinanceThis notebook goes over how to use the Google Finance Tool to get information from the Google Finance pageTo get an SerpApi key key, sign up at: https://serpapi.com/users/sign_up.Then install google-search-results with the command: pip install google-search-resultsThen set the... | langchain/docs/docs/integrations/tools/google_finance.ipynb/0 | {
"file_path": "langchain/docs/docs/integrations/tools/google_finance.ipynb",
"repo_id": "langchain",
"token_count": 425
} | 183 |
python_sources()
| llama_index/llama-index-legacy/llama_index/legacy/response_synthesizers/BUILD/0 | {
"file_path": "llama_index/llama-index-legacy/llama_index/legacy/response_synthesizers/BUILD",
"repo_id": "llama_index",
"token_count": 6
} | 1,638 |
#! /bin/bash
REPOSITORY_ID="langchain"
GRAPHDB_URI="http://localhost:7200/"
echo -e "\nUsing GraphDB: ${GRAPHDB_URI}"
function startGraphDB {
echo -e "\nStarting GraphDB..."
exec /opt/graphdb/dist/bin/graphdb
}
function waitGraphDBStart {
echo -e "\nWaiting GraphDB to start..."
for _ in $(seq 1 5); do
CHEC... | langchain/libs/community/tests/integration_tests/graphs/docker-compose-ontotext-graphdb/graphdb_create.sh/0 | {
"file_path": "langchain/libs/community/tests/integration_tests/graphs/docker-compose-ontotext-graphdb/graphdb_create.sh",
"repo_id": "langchain",
"token_count": 341
} | 333 |
<script lang="ts">
import type { PageData } from "./$types";
import { PUBLIC_APP_ASSETS, PUBLIC_ORIGIN } from "$env/static/public";
import { isHuggingChat } from "$lib/utils/isHuggingChat";
import { goto } from "$app/navigation";
import { base } from "$app/paths";
import { page } from "$app/stores";
import Ca... | chat-ui/src/routes/assistants/+page.svelte/0 | {
"file_path": "chat-ui/src/routes/assistants/+page.svelte",
"repo_id": "chat-ui",
"token_count": 3270
} | 100 |
# coding=utf-8
# Copyright 2021 The Fairseq Authors 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/... | transformers/src/transformers/models/speech_to_text/modeling_speech_to_text.py/0 | {
"file_path": "transformers/src/transformers/models/speech_to_text/modeling_speech_to_text.py",
"repo_id": "transformers",
"token_count": 28147
} | 744 |
import json
from typing import List
from langchain_core.chat_history import BaseChatMessageHistory
from langchain_core.messages import (
BaseMessage,
message_to_dict,
messages_from_dict,
)
class XataChatMessageHistory(BaseChatMessageHistory):
"""Chat message history stored in a Xata database."""
... | langchain/libs/community/langchain_community/chat_message_histories/xata.py/0 | {
"file_path": "langchain/libs/community/langchain_community/chat_message_histories/xata.py",
"repo_id": "langchain",
"token_count": 2477
} | 224 |
package common
import (
"testing"
"github.com/stretchr/testify/assert"
)
func TestIsSystemField(t *testing.T) {
type args struct {
fieldID int64
}
tests := []struct {
name string
args args
want bool
}{
{
args: args{fieldID: StartOfUserFieldID},
want: false,
},
{
args: args{fieldID: Start... | milvus/pkg/common/common_test.go/0 | {
"file_path": "milvus/pkg/common/common_test.go",
"repo_id": "milvus",
"token_count": 303
} | 1,947 |
// 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/unittest/test_utils/GenExprProto.h/0 | {
"file_path": "milvus/internal/core/unittest/test_utils/GenExprProto.h",
"repo_id": "milvus",
"token_count": 794
} | 1,907 |
# coding=utf-8
# 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 requir... | transformers/tests/models/megatron_gpt2/test_modeling_megatron_gpt2.py/0 | {
"file_path": "transformers/tests/models/megatron_gpt2/test_modeling_megatron_gpt2.py",
"repo_id": "transformers",
"token_count": 1284
} | 740 |
# coding=utf-8
# Copyright 2020 The SqueezeBert authors 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
#
# U... | transformers/src/transformers/models/squeezebert/configuration_squeezebert.py/0 | {
"file_path": "transformers/src/transformers/models/squeezebert/configuration_squeezebert.py",
"repo_id": "transformers",
"token_count": 3050
} | 747 |
from typing import List, Tuple
from langchain.agents import AgentExecutor
from langchain.agents.format_scratchpad import format_xml
from langchain.schema import AIMessage, HumanMessage
from langchain.tools import DuckDuckGoSearchRun
from langchain.tools.render import render_text_description
from langchain_community.ch... | langchain/templates/xml-agent/xml_agent/agent.py/0 | {
"file_path": "langchain/templates/xml-agent/xml_agent/agent.py",
"repo_id": "langchain",
"token_count": 563
} | 708 |
import os
import pytest
from langchain.retrievers.document_compressors import CohereRerank
os.environ["COHERE_API_KEY"] = "foo"
@pytest.mark.requires("cohere")
def test_init() -> None:
CohereRerank()
CohereRerank(
top_n=5, model="rerank-english_v2.0", cohere_api_key="foo", user_agent="bar"
)
| langchain/libs/langchain/tests/unit_tests/retrievers/document_compressors/test_cohere_rerank.py/0 | {
"file_path": "langchain/libs/langchain/tests/unit_tests/retrievers/document_compressors/test_cohere_rerank.py",
"repo_id": "langchain",
"token_count": 136
} | 629 |
"""Chain for interacting with Elasticsearch Database."""
from __future__ import annotations
from typing import TYPE_CHECKING, Any, Dict, List, Optional
from langchain_core.callbacks import CallbackManagerForChainRun
from langchain_core.language_models import BaseLanguageModel
from langchain_core.output_parsers import... | langchain/libs/langchain/langchain/chains/elasticsearch_database/base.py/0 | {
"file_path": "langchain/libs/langchain/langchain/chains/elasticsearch_database/base.py",
"repo_id": "langchain",
"token_count": 3555
} | 502 |
poetry_requirements(
name="poetry",
)
| llama_index/llama-index-integrations/readers/llama-index-readers-weaviate/BUILD/0 | {
"file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-weaviate/BUILD",
"repo_id": "llama_index",
"token_count": 18
} | 1,392 |
import os
ELASTIC_CLOUD_ID = os.getenv("ELASTIC_CLOUD_ID")
ELASTIC_USERNAME = os.getenv("ELASTIC_USERNAME", "elastic")
ELASTIC_PASSWORD = os.getenv("ELASTIC_PASSWORD")
ES_URL = os.getenv("ES_URL", "http://localhost:9200")
if ELASTIC_CLOUD_ID and ELASTIC_USERNAME and ELASTIC_PASSWORD:
es_connection_details = {
... | langchain/templates/rag-elasticsearch/rag_elasticsearch/connection.py/0 | {
"file_path": "langchain/templates/rag-elasticsearch/rag_elasticsearch/connection.py",
"repo_id": "langchain",
"token_count": 230
} | 730 |
import * as uuid from "uuid";
import {
MilvusClient,
DataType,
DataTypeMap,
ErrorCode,
FieldType,
ClientConfig,
InsertReq,
} from "@zilliz/milvus2-sdk-node";
import type { EmbeddingsInterface } from "@langchain/core/embeddings";
import { VectorStore } from "@langchain/core/vectorstores";
import { Documen... | langchainjs/libs/langchain-community/src/vectorstores/milvus.ts/0 | {
"file_path": "langchainjs/libs/langchain-community/src/vectorstores/milvus.ts",
"repo_id": "langchainjs",
"token_count": 8176
} | 1,023 |
{
"extends": "@tsconfig/recommended",
"compilerOptions": {
"target": "ES2021",
"lib": [
"ES2021",
"ES2022.Object",
"DOM"
],
"module": "ES2020",
"moduleResolution": "nodenext",
"esModuleInterop": true,
"declaration": true,
"noImplicitReturns": true,
"noFallthroug... | langsmith-sdk/js/tsconfig.json/0 | {
"file_path": "langsmith-sdk/js/tsconfig.json",
"repo_id": "langsmith-sdk",
"token_count": 405
} | 1,069 |
from llama_index.core.storage.kvstore.types import BaseKVStore
from llama_index.storage.kvstore.postgres import PostgresKVStore
def test_class():
names_of_base_classes = [b.__name__ for b in PostgresKVStore.__mro__]
assert BaseKVStore.__name__ in names_of_base_classes
| llama_index/llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-postgres/tests/test_storage_kvstore_postgres.py/0 | {
"file_path": "llama_index/llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-postgres/tests/test_storage_kvstore_postgres.py",
"repo_id": "llama_index",
"token_count": 102
} | 1,426 |
version: "3"
services:
elasticsearch:
image: docker.elastic.co/elasticsearch/elasticsearch:8.9.0 # 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 required... | langchain/libs/community/tests/integration_tests/vectorstores/docker-compose/elasticsearch.yml/0 | {
"file_path": "langchain/libs/community/tests/integration_tests/vectorstores/docker-compose/elasticsearch.yml",
"repo_id": "langchain",
"token_count": 453
} | 386 |
from llama_index.readers.joplin.base import (
LINK_NOTE_TEMPLATE,
JoplinReader,
)
__all__ = ["JoplinReader", "LINK_NOTE_TEMPLATE"]
| llama_index/llama-index-integrations/readers/llama-index-readers-joplin/llama_index/readers/joplin/__init__.py/0 | {
"file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-joplin/llama_index/readers/joplin/__init__.py",
"repo_id": "llama_index",
"token_count": 64
} | 1,370 |
import { CheerioWebBaseLoader } from "langchain/document_loaders/web/cheerio";
import { RecursiveCharacterTextSplitter } from "langchain/text_splitter";
import { HNSWLib } from "@langchain/community/vectorstores/hnswlib";
import { HuggingFaceTransformersEmbeddings } from "@langchain/community/embeddings/hf_transformers... | langchainjs/examples/src/use_cases/local_retrieval_qa/load_documents.ts/0 | {
"file_path": "langchainjs/examples/src/use_cases/local_retrieval_qa/load_documents.ts",
"repo_id": "langchainjs",
"token_count": 421
} | 888 |
from langchain_community.utilities.google_serper import GoogleSerperAPIWrapper
__all__ = ["GoogleSerperAPIWrapper"]
| langchain/libs/langchain/langchain/utilities/google_serper.py/0 | {
"file_path": "langchain/libs/langchain/langchain/utilities/google_serper.py",
"repo_id": "langchain",
"token_count": 35
} | 593 |
from candle.utils import load_safetensors, save_gguf, load_gguf
from candle.models.bert import BertModel, Config
import json
from candle import Tensor
from tqdm import tqdm
from dataclasses import fields
import os
import time
from huggingface_hub import hf_hub_download
from transformers import BertTokenizer, AutoModel... | candle/candle-pyo3/e5.py/0 | {
"file_path": "candle/candle-pyo3/e5.py",
"repo_id": "candle",
"token_count": 1778
} | 61 |
import { getBufferString } from "@langchain/core/messages";
import {
InputValues,
MemoryVariables,
OutputValues,
} from "@langchain/core/memory";
import {
BaseConversationSummaryMemory,
BaseConversationSummaryMemoryInput,
} from "./summary.js";
/**
* Interface for the input parameters of the
* Conversation... | langchainjs/langchain/src/memory/summary_buffer.ts/0 | {
"file_path": "langchainjs/langchain/src/memory/summary_buffer.ts",
"repo_id": "langchainjs",
"token_count": 1687
} | 949 |
# Testing new Hugging Face Deep Learning Container.
This document explains the testing strategy for releasing the new Hugging Face Deep Learning Container. AWS maintains 14 days of currency with framework releases. Besides framework releases, AWS release train is bi-weekly on Monday. Code cutoff date for any changes i... | transformers/tests/sagemaker/README.md/0 | {
"file_path": "transformers/tests/sagemaker/README.md",
"repo_id": "transformers",
"token_count": 3293
} | 834 |
window.dataLayer = window.dataLayer || [];
function gtag() {
dataLayer.push(arguments);
}
gtag("js", new Date());
gtag("config", "G-9B66JQQH2F");
| langchain/docs/static/js/google_analytics.js/0 | {
"file_path": "langchain/docs/static/js/google_analytics.js",
"repo_id": "langchain",
"token_count": 59
} | 207 |
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