Learn AI

The official documentation for Sweep AI.

A list of AI coding tools (assistants, completions, refactoring, etc.) - sourcegraph/awesome-code-ai

Beyond text splitting - improved file parsing for LLM’s - Filimoa/open-parse

Motivation If you are a developer, you know how much time you spend on pull request reviews. We all try to write the best code we can. When we are done, we ask our team members to review our code. Sometimes, making a pull request is more complex than it sounds. Over time, teams learn that pull requests need to be standardized to speed things up and improve communication. That is why we have a pull request template, for example.

An open-source cross-platform alternative to AirDrop - localsend/localsend

Stay updated with best practices for technical writers. Includes an API documentation course for technical writers and engineers learning how to document APIs. The course includes sections on what an API is, API reference documentation, OpenAPI specification and Swagger, docs-as-code publishing and workflows, conceptual topics, tutorials, API documentation jobs, and more.

Predictive Text Using only 13KB of JavaScript. No LLM. permy.gif Try it here | Code | Permy This is a simple POC of using Permy with a simple JSON dictionary for predictive text that is surprisingly …

Papers With Code highlights trending Machine Learning research and the code to implement it.

A complete GPT2 implementation as a single SQL query in PostgreSQL.

Starter-kit to build constrained agents with Nextjs, FastAPI and Langchain - BCG-X-Official/agentkit

Fundamental concepts to get you going and get the most from the latest craze in the generative AI community: vector databases.

An introduction to Phi-2, a compact language model that is similar to Gemini Nano. The limits of LLM, and how to fix in engineering.

Connery - Plugin infrastructure for AI. Contribute to connery-io/connery development by creating an account on GitHub.

Part 3 of the LLM University module on Chat with Retrieval-Augmented Generation.

Nomic releases a 8192 Sequence Length Text Embedder that outperforms OpenAI text-embedding-ada-002 and text-embedding-v3-small.

Swyx’s watershed essay “The Rise of the AI Engineer” revealed the need for evolving your talents to seize the opportunities of the future; but how can you ra...

Machine Learning Engineering Open Book. Contribute to stas00/ml-engineering development by creating an account on GitHub.

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Transformers are a new development in machine learning that have been making a lot of noise lately. They are incredibly good at keeping…

A Comprehensive Overview of Prompt Engineering

Vector embeddings have become an essential component of Generative AI applications. These embeddings encapsulate the meaning of the text, thus enabling AI models to understand which texts are semantically similar. The process of extracting the most similar texts from your database to a user’s request is known as nearest neighbors or vector search. pgvector is […]

Thanks to the explosion of ChatGPT, several terms that are used in the field of AI meant for researchers are getting thrown out into more…

Rerankers have been a common component of retrieval pipelines for many years. They allow us to add a final "reranking" step to our retrieval pipelines — like...