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Transform yourself from a Python Developer to a Junior NLP Data Scientist with practical projects.

Serverless RAG on AWS — Amazon Bedrock, Amazon Kendra, AWS Lambda, Claude-2, LangChain, and Streamlit.

Lyzr SDKs help you to build all your favorite GenAI SaaS products as enterprise applications in minutes. - LyzrCore/lyzr

The unreasonable effectiveness of embeddingsOr how I learned to stop worrying and love the hallucinations.This week I dived deep into vector databases. My go...

Evaluating intermediate steps (like query rephrasing and retrieved documents) is also super important when trying to make sure RAG works Goo tutorial by on how to do this! — Harrison Chase (@hwchase17)

Learn how to build an agent that can reason over your documents and answer complex questions. Learn from the co-founder and CEO of LlamaIndex

Site Reliability Engineer

sqlite-vec is an new vector search SQLite extension, coming soon!

A minimal GPU design in Verilog to learn how GPUs work from the ground up - adam-maj/tiny-gpu

🤖 💼 Azure Chat Solution Accelerator powered by Azure Open AI Service - microsoft/azurechat

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.