json-streamer
pydantic
json-streamer | pydantic | |
---|---|---|
2 | 175 | |
221 | 21,012 | |
- | 2.0% | |
2.3 | 9.8 | |
about 1 month ago | 4 days ago | |
Python | Python | |
MIT License | MIT License |
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json-streamer
- Processing large JSON datasets by streaming
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Analyzing multi-gigabyte JSON files locally
Might be useful for some - https://github.com/kashifrazzaqui/json-streamer
pydantic
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FastAPI, Pydantic, Psycopg3: the holy trinity for Python web APIs
Pydantic is bundled with FastAPI and is excellent for modelling, validating, and serialising API responses.
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Pydantic Settings + AWS the easy way
Pydantic Settings is a python library that extends 🚀 Pydantic for dealing with settings management.
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Understanding FastAPI: How OpenAPI works
And here is where FastAPI ✨ shines: It leverages Pydantic powerful data validation to offer out of the box JSON Schema and OpenAPI specs via Swagger and Redoc.
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Checkbox Extraction from PDFs - A Tutorial
If you carefully think about it, the system that extracts raw text from the PDF needs to both detect and render PDF form elements like checkboxes and radiobuttons in a way that LLMs can understand. In this example, we’ll use LLMWhisperer to extract PDF raw text representing checkboxes and radiobuttons. You can use LLMWhisperer completely free for processing up to 100 pages per day. As for structuring the output from LLMWhisperer, we’ll use GPT3.5-Turbo and we’ll use Langchain and Pydantic to help make our job easy.
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Table Extraction and Processing from PDFs - A Tutorial
Pydantic: Use Pydantic to declare your data model. This output parser allows users to specify an arbitrary Pydantic Model and query LLMs for outputs that conform to that schema.
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Supercharge Your Python Toolkit with These Powerful Tools
1. Pydantic: Ultimate Data Validation
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JSON extra uses orjson instead of ujson
I'm really surprised ijl got angry that his mail was quoted, it looks innocent enough to me.
For reference it's been edited out here: https://github.com/pydantic/pydantic/issues/589
But github shows edits, so the edit is meaningless for privacy. Here's the original mail (yes, I'm blatantly ignoring his request to not publish this, I'm just this evil.)
I've looked into replacing ujson in pydantic with orjson
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Advanced RAG with guided generation
First, note the method prefix_allowed_tokens_fn. This method applies a Pydantic model to constrain/guide how the LLM generates tokens. Next, see how that constrain can be applied to txtai's LLM pipeline.
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utype VS pydantic - a user suggested alternative
2 projects | 15 Feb 2024
utype is a concise alternative of pydantic with simplified parameters and usages, supporting both sync/async functions and generators parsing, and capable of using native logic operators to define logical types like AND/OR/NOT, also provides custom type parsing by register mechanism that supports libraries like pydantic, attrs and dataclasses
- Pydantic v2 ruined the elegance of Pydantic v1
What are some alternatives?
ijson
msgspec - A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML
python-slugify - Returns unicode slugs
Cerberus - Lightweight, extensible data validation library for Python
awesome-slugify - Python flexible slugify function
nexe - 🎉 create a single executable out of your node.js apps
python-nameparser - A simple Python module for parsing human names into their individual components
SQLAlchemy - The Database Toolkit for Python
Levenshtein - The Levenshtein Python C extension module contains functions for fast computation of Levenshtein distance and string similarity
sqlmodel - SQL databases in Python, designed for simplicity, compatibility, and robustness.
shortuuid - A generator library for concise, unambiguous and URL-safe UUIDs.
mypy - Optional static typing for Python