Alistair Rogers's starred repositories
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Perplexica
Perplexica is an AI-powered search engine. It is an Open source alternative to Perplexity AI
segment-anything-2
The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
unstructured
Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
FreeAskInternet
FreeAskInternet is a completely free, PRIVATE and LOCALLY running search aggregator & answer generate using MULTI LLMs, without GPU needed. The user can ask a question and the system will make a multi engine search and combine the search result to LLM and generate the answer based on search results. It's all FREE to use.
MindSearch
🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT)
duckduckgo_search
Search for words, documents, images, videos, news, maps and text translation using the DuckDuckGo.com search engine. Downloading files and images to a local hard drive.
instagram-location-search
Finds Instagram location IDs near a specified latitude and longitude.
nanoPerplexityAI
The simplest open-source implementation of perplexity.ai
LLM_Web_search
An extension for oobabooga/text-generation-webui that enables the LLM to search the web using DuckDuckGo
dspy-neo4j-knowledge-graph
LLM-driven automated knowledge graph construction from text using DSPy and Neo4j.
OpenTLP
[ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of related open resources for survey paper "Temporal Link Prediction: A Unified Framework, Taxonomy, and Review" which has been accepted by ACM Computing Surveys.
rag_with_kg
RAG with knowledge graphs implemented from scratch
Conformal_Prediction
This projects contains different conformal methods and approaches. Includes code generated for a experimental evaluation of a multidimensional, low-sample size biomedical dataset of oncological subjects.