txtai.js
fastapi
txtai.js | fastapi | |
---|---|---|
11 | 474 | |
139 | 72,383 | |
0.0% | - | |
4.9 | 9.8 | |
16 days ago | 7 days ago | |
JavaScript | Python | |
Apache License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
txtai.js
-
# Run txtai in native code
txtai currently has two main methods of execution: Python or via a HTTP API. There are API bindings for JavaScript, Java, Rust and Go.
-
Build semantic workflow applications with txtai. Spin up Docker instances locally or in the cloud, connect with JavaScript API.
JavaScript API Bindings Package workflows with Docker
-
Build semantic search applications with txtai
In addition to running in Python, txtai can run as an API service and has bindings for JavaScript, Java, Go and Rust.
-
txtai 4.0 - semantic search with SQL, content storage, object storage and reindexing in JavaScript
txtai has an API service that supports JavaScript - https://github.com/neuml/txtai.js
-
Transform tabular data with composable workflows
Next we'll execute the workflow. txtai has API bindings for JavaScript, Java, Rust and Golang. But to keep things simple, we'll just run the commands via cURL.
-
txtai - Semantic search backed by machine-learning powered workflows
🔗 API bindings for JavaScript, Java, Rust and Go
- Distributed embeddings cluster
- https://np.reddit.com/r/javascript/comments/nad96f/txtai_30_released_machinelearning_workflows/gxuejd8/
- txtai 3.0 released - Machine-learning workflows, similarity search and JavaScript support via API
-
txtai: AI-powered search engine for JavaScript
GitHub: https://github.com/neuml/txtai.js npm: https://www.npmjs.com/package/txtai
fastapi
-
Super-charging Django: Tips & Tricks
Consider integrating Django with FastAPI for asynchronous endpoints if your application needs high-performance, non-blocking I/O operations.
-
Documenting my pin collection with Segment Anything: Part 3
FastAPI: A web framework for building APIs (and web pages). It is used as the backbone of the application to handle web requests, routing, and server logic, and orchestrates the overall API structure. Although not used here, FastAPI provides robust features such as data validation, serialisation, and asynchronous request handling.
-
Setting up Fast API in IIS and run APIs in Python
This article will show you how to setup an API written in Python using an amazing framework called FastAPI. This article is an introduction on how to use the framework, I blog later on more advanced use cases.
- Python FastAPI: Integrating OAuth2 Security with the Application's Own Authentication Process
-
Setup REST-API service of AI by using Local LLMs with Ollama
FASTAPI
-
Github Sponsor Sebastián RamÃrez Python programmer
He is probably most well know for creating FastAPI that I taught to some of my clients and Typer that I've never used.
-
Python: A SQLAlchemy Wrapper Component That Works With Both Flask and FastAPI Frameworks
It has been an interesting exercise developing this wrapper component. The fact that it seamlessly integrates with the FastAPI framework is just a bonus for me; I didn't plan for it since I hadn't learned FastAPI at the time. I hope you find this post useful. Thank you for reading, and stay safe as always.
-
FastAPI Best Practices: A Condensed Guide with Examples
FastAPI is a modern, high-performance web framework for building APIs with Python, based on standard Python type hints.
-
Building an Email Assistant Application with Burr
In this tutorial, I will demonstrate how to use Burr, an open source framework (disclosure: I helped create it), using simple OpenAI client calls to GPT4, and FastAPI to create a custom email assistant agent. We’ll describe the challenge one faces and then how you can solve for them. For the application frontend we provide a reference implementation but won’t dive into details for it.
-
FastAPI Got Me an OpenAPI Spec Really... Fast
That’s when I found FastAPI.
What are some alternatives?
txtai - 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
AIOHTTP - Asynchronous HTTP client/server framework for asyncio and Python
annoy - Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
HS-Sanic - Async Python 3.6+ web server/framework | Build fast. Run fast. [Moved to: https://github.com/sanic-org/sanic]
hnswlib - Header-only C++/python library for fast approximate nearest neighbors
Tornado - Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
txtai.go - Go client for txtai
django-ninja - 💨 Fast, Async-ready, Openapi, type hints based framework for building APIs
Flask - The Python micro framework for building web applications.
swagger-ui - Swagger UI is a collection of HTML, JavaScript, and CSS assets that dynamically generate beautiful documentation from a Swagger-compliant API.
Django - The Web framework for perfectionists with deadlines.
starlite - Light, Flexible and Extensible ASGI API framework | Effortlessly Build Performant APIs [Moved to: https://github.com/litestar-org/litestar]