Langchain json loader github. It uses the jq python package.

Langchain json loader github. It uses the jq python package.

Langchain json loader github. A hands-on GenAI project showcasing the use of various document loaders in LangChain — including PDF, CSV, JSON, Markdown, Office Docs, and more — for building adaptable and robust RAG pipelines with OpenAI. Sep 21, 2024 · This guide will provide a comprehensive walkthrough on how to load JSON files in LangChain, covering everything from setup to practical implementations. You might need to write a custom function to parse your JSON data and convert it into the required format. LangChain implements a JSONLoader to convert JSON and JSONL data into LangChain Document objects. If you're still encountering issues, you might want to consider creating a custom loader that can handle your specific JSON structure. If is_content_key_jq_parsable is True, this has to be a jq Initialize the JSONLoader. Also shows how you can load github files for a given repository on GitHub. Initialize the JSONLoader. Parameters: file_path (Union[str, Path]) – The path to the JSON or JSON Lines file. base import BaseLoader Jun 19, 2024 · Checked other resources I added a very descriptive title to this issue. If is_content_key_jq_parsable is True, this has to be a jq compatible How to load JSON data JSON (JavaScript Object Notation) is an open standard file format and data interchange format that uses human-readable text to store and transmit data objects consisting of attribute–value pairs and arrays (or other serializable values). For detailed documentation of all JSONLoader features and configurations head to the API reference. json', but it is not working. We will use the LangChain Python repository as an example. It helps you chain together interoperable components and third-party integrations to simplify AI application development — all while future-proofing decisions as the underlying technology evolves. LangChain is a framework for building LLM-powered applications. Aug 12, 2024 · What would you like to be added: Support for Langchain JSONloader: Why is this needed: Financial data frequently comes in JSON format Anything else we need to know? In a RAG request, reading the JSON as a text file does not return the ke Feb 20, 2024 · Unfortunately, I couldn't find a specific method in the LangChain framework for converting JSON data into a format that can be used with the from_texts method of the MongoDBAtlasVectorSearch class. You can do this by subclassing the BaseLoader class and implementing the load method to handle your specific JSON structure import json from os import PathLike from pathlib import Path from typing import Any, Callable, Dict, Iterator, Optional, Union from langchain_core. Dec 27, 2023 · Based on the current implementation of the JSONLoader class, it's not possible to load a Python JSON dict directly without saving it first. It uses a specified jq schema to parse the JSON files, allowing for the extraction of specific fields into the content and metadata of the LangChain Document. Contribute to langchain-ai/langchain development by creating an account on GitHub. This notebooks shows how you can load issues and pull requests (PRs) for a given repository on GitHub. 🦜🔗 Build context-aware reasoning applications. I used the GitHub search to find a similar question and di This example goes over how to load data from a GitHub repository. content_key (str) – The key to use to extract the content from the JSON if the jq_schema results to a list of objects (dict). It uses the jq python package. Understanding JSON and Its May 17, 2023 · I am trying to load a folder of JSON files in Langchain as: loader = DirectoryLoader(r'C:') But I got such an error message: ValueError: Json schema does not match the Unstructured schema. This repository demonstrates how to ingest and parse data from various sources like text files, PDFs, CSVs, and web pages using LangChain’s Document Loaders. Parameters: file_path (Union[str, PathLike]) – The path to the JSON or JSON Lines file. The JSONLoader class requires a file path to a JSON or JSON Lines file as an argument during initialization. The JSON loader use JSON pointer to target keys in your JSON files you want to target. This notebook provides a quick overview for getting started with JSON document loader. I searched the LangChain documentation with the integrated search. document_loaders. documents import Document from langchain_community. - GovindaTak/langchain-multiformat-loader-lab Jul 19, 2023 · In this example, file_path is the path to the JSON file, and jq_schema is the jq schema to use to extract the data or text from the JSON. jq_schema (str) – The jq schema to use to extract the data or text from the JSON. LangChain provides powerful utilities to load unstructured and structured data into its document format so it can be processed, queried, or used for retrieval-based AI pipelines. Can anyone tell me how to solve this problem? I tried using glob='**/*. I hope this helps!. reu ctvnqbi ddxoaomq kbncopz rkuf wiejqo njpkkly wphmvn rhjte ubran