Semantic text indexing and retrieval system for large-scale datasets in domains like healthcare. Uses transformer models like BERT for contextual embeddings and FAISS for real-time ANN indexing. Features include complex query support, REST API integration, and retrieval-augmented generation (RAG) with LLMs (GPT-4) for precise, context-aware results
active 2025-01-12 → 2025-03-19 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 67 days from 2025-01-12 to 2025-03-19. Pushes: 27 total, peak 5 in a day. Pull requests: 10 total, peak 2 in a day. Issues: 29 total, peak 17 in a day. Comments: 1 total, peak 1 in a day. Stars: 1 total, peak 1 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| NeuralRevenant | 67 | 27 | 10 | 1 |
Recent activity
Latest issues, pull requests and releases
- Pull request#25NeuralRevenant2025-03-19 02:28
- Pull request#25NeuralRevenant2025-03-19 02:28
- Pull request#24NeuralRevenant2025-03-18 20:35
- Pull request#24NeuralRevenant2025-03-18 20:35
- Pull request#23NeuralRevenant2025-03-10 19:44
- Pull request#23NeuralRevenant2025-03-10 19:44
- Issue#22NeuralRevenant2025-03-10 19:30Build an embedding microservice supporting the semantic query engine
- Issue#22NeuralRevenant2025-03-10 19:30Build an embedding microservice supporting the semantic query engine
- Issue#8NeuralRevenant2025-03-10 19:20Front-end interface for semantic-query-engine
- Issue#21NeuralRevenant2025-02-25 18:56mermaid diagram for just multi-hop architecture
- Issue#20NeuralRevenant2025-02-25 18:41Created a mermaid diagram of the application architecture
- Issue#17NeuralRevenant2025-02-25 18:38Test how the application is performing with both simple and slightly complex queries
- Issue#19NeuralRevenant2025-02-25 18:34Make a demo short video of the app
- Issue#18NeuralRevenant2025-02-25 01:47Small change in the instructions to avoid hallucinations and errors
- Issue#18NeuralRevenant2025-02-25 01:47Small change in the instructions to avoid hallucinations and errors
- Issue#17NeuralRevenant2025-02-25 01:44Test how the application is performing with both simple and slightly complex queries
- Pull request#16NeuralRevenant2025-02-22 07:48
- Pull request#16NeuralRevenant2025-02-22 07:44
- Issue#15NeuralRevenant2025-02-19 23:01Resolving query & document-embedding related bug in application code
- Issue comment#15NeuralRevenant2025-02-19 23:01Resolving query & document-embedding related bug in application code
- Issue#15NeuralRevenant2025-02-19 18:39Resolving query embedding dimension error in application code
- Issue#14NeuralRevenant2025-02-18 20:46Add asynchronous refreshing of the embeddings periodically
- Issue#13NeuralRevenant2025-02-18 20:46Implement continuous learning to refine embeddings over time.
- Issue#12NeuralRevenant2025-02-18 20:46Optimize query expansion techniques for better recall.
- Issue#10NeuralRevenant2025-02-18 20:46Add support for multi-modal retrieval (text + images).
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 1 stars here means stars gained during the window, not the repo's star count.